CanAgentUse

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44/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents
AIDiscoverability28%Agent Easeof Use18%Security& Trust80%GEO, AIO, AEO69%SEO100%Performance& Accessibility51%
  • AI Discoverability 28 out of 100
  • Agent Ease of Use 18 out of 100
  • Security & Trust 80 out of 100
  • GEO, AIO and AEO 69 out of 100
  • SEO 100 out of 100
  • Performance and Accessibility 51 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

GitHub · Change is constant. GitHub keeps you ahead. · GitHub favicon

GitHub · Change is constant. GitHub keeps you ahead. · GitHub

Join the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity.

Next step

Turn this report into a fix workflow

24 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
28
Priority fix8151View details
Discoverability
17
Priority fix270View details
Content Readiness
60
Needs work641View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
18
Priority fix7262View details
API
17
Priority fix180View details
Auth
Not Applicable
Not Applicable040View details
MCP
38
Priority fix262View details
Skill Discovery
0
Priority fix080View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
69
Needs work5114View details
GEO Readiness
76
Mostly ready204
AIO Readiness
63
Needs work214View details
AEO Readiness
66
Needs work106
SEO
100
Strong1100
SEO
100
Strong1100
Security & Trust
80
Mostly ready810View details
Security & Trust
80
Mostly ready410View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
51
Needs work2421View details
Performance
26
Priority fix921View details
Accessibility
97
Strong1500

Prioritized recommendations

Issues ranked by score impact

42 items need attention

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

100 Fail

Needs attention

Referrer-Policy

Failed check
01

Issue

Referrer-Policy is missing or incomplete.

02

Why it matters

Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence
{
  "header": "referrer-policy",
  "value": "origin-when-cross-origin, strict-origin-when-cross-origin"
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

AI bot rules in robots.txt is missing or incomplete.

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check
01

Issue

No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.

02

Why it matters

Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.

Result

AI bot rules in robots.txt is missing or incomplete.

Evidence
{
  "expectedBots": [
    "GPTBot",
    "ChatGPT-User",
    "ClaudeBot",
    "Claude-Web",
    "Anthropic-AI",
    "Google-Extended",
    "PerplexityBot",
    "CCBot",
    "Applebot-Extended",
    "Meta-ExternalAgent",
    "Bytespider",
    "Amazonbot",
    "Cohere-AI"
  ],
  "configuredBots": []
}

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

33 Fail

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

Why it matters

API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish an API catalog for automated API discovery using RFC 9727.

Result

API Catalog failed at "Fetch API catalog".

Validation steps

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    Response is not valid JSON.

  3. Fetch advertised API catalog targets

    API Catalog did not expose any same-origin hrefs to validate.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/plain; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "Not Found"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check
01

Issue

No Content Signal found in robots.txt

02

Why it matters

Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Declare AI content usage preferences with Content Signal in robots.txt.

Result

Content Signal is missing or incomplete.

Evidence
{
  "signals": [],
  "ai-train": false,
  "search": false,
  "ai-input": false
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

33 Fail

Needs attention

OpenAPI discovery

Failed check
01

Issue

OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.

02

Why it matters

OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

  1. Find valid OpenAPI document

    OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 410,
            "contentType": "application/json; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\"message\":\"Hello there, wayfaring stranger. If you’re reading this then you probably didn’t see our blog post a couple of years back announcing that this API would go away: http://git.io/17AROg Fear not, you should be able to get what you need from the shiny new Events API instead.\",\"documentation_url\":\"https://docs.github.com/v3/activity/events/#list-public-events-performed-by-a-user\"}"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 406,
            "contentType": "application/x-yaml",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": ""
          },
          {
            "path": "/swagger.json",
            "statusCode": 410,
            "contentType": "application/json; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\"message\":\"Hello there, wayfaring stranger. If you’re reading this then you probably didn’t see our blog post a couple of years back announcing that this API would go away: http://git.io/17AROg Fear not, you should be able to get what you need from the shiny new Events API instead.\",\"documentation_url\":\"https://docs.github.com/v3/activity/events/#list-public-events-performed-by-a-user\"}"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 406,
            "contentType": "application/x-yaml",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": true,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": ""
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\n\n\n\n\n\n\n\n<!DOCTYPE html>\n<html\n  lang=\"en\"\n  \n  data-color-mode=\"auto\" data-light-theme=\"light\" data-dark-theme=\"dark\"\n  data-a11y-animated-images=\"system\" data-a11y-link-underlines=\"true\"\n  \n  >\n\n\n\n\n  <head>\n    <meta charset=\"utf-8\">\n  <link rel=\"dns-prefetch\" href=\"https://github.githubassets.com\">\n  <link rel=\"dns-prefetch\" href=\"https://avatars.githubusercontent.com\">\n  <link rel=\"dns-prefetch\" href=\"https://github-cloud.s3.amazonaws.com\">\n  <link rel=\"dns-prefetch\" href=\"https://user-images.githubusercontent.com/\">\n  <link rel=\"preconnect\" href=\"https://github.githubassets.com\" crossorigin>\n  <link rel=\"preconnect\" href=\"https://avatars.githubusercontent.com\">\n\n      <link crossorigin=\"anonymous\" rel=\"preload\" as=\"script\" href=\"https://github.githubassets.com/assets/global-banner-disa"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\n\n\n\n\n\n\n\n<!DOCTYPE html>\n<html\n  lang=\"en\"\n  \n  data-color-mode=\"auto\" data-light-theme=\"light\" data-dark-theme=\"dark\"\n  data-a11y-animated-images=\"system\" data-a11y-link-underlines=\"true\"\n  \n  >\n\n\n\n\n  <head>\n    <meta charset=\"utf-8\">\n  <link rel=\"dns-prefetch\" href=\"https://github.githubassets.com\">\n  <link rel=\"dns-prefetch\" href=\"https://avatars.githubusercontent.com\">\n  <link rel=\"dns-prefetch\" href=\"https://github-cloud.s3.amazonaws.com\">\n  <link rel=\"dns-prefetch\" href=\"https://user-images.githubusercontent.com/\">\n  <link rel=\"preconnect\" href=\"https://github.githubassets.com\" crossorigin>\n  <link rel=\"preconnect\" href=\"https://avatars.githubusercontent.com\">\n\n      <link crossorigin=\"anonymous\" rel=\"preload\" as=\"script\" href=\"https://github.githubassets.com/assets/global-banner-disa"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "\n\n\n\n\n\n\n\n<!DOCTYPE html>\n<html\n  lang=\"en\"\n  \n  data-color-mode=\"auto\" data-light-theme=\"light\" data-dark-theme=\"dark\"\n  data-a11y-animated-images=\"system\" data-a11y-link-underlines=\"true\"\n  \n  >\n\n\n\n\n  <head>\n    <meta charset=\"utf-8\">\n  <link rel=\"dns-prefetch\" href=\"https://github.githubassets.com\">\n  <link rel=\"dns-prefetch\" href=\"https://avatars.githubusercontent.com\">\n  <link rel=\"dns-prefetch\" href=\"https://github-cloud.s3.amazonaws.com\">\n  <link rel=\"dns-prefetch\" href=\"https://user-images.githubusercontent.com/\">\n  <link rel=\"preconnect\" href=\"https://github.githubassets.com\" crossorigin>\n  <link rel=\"preconnect\" href=\"https://avatars.githubusercontent.com\">\n\n      <link crossorigin=\"anonymous\" rel=\"preload\" as=\"script\" href=\"https://github.githubassets.com/assets/global-banner-disa"
          }
        ]
      },
      "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

33 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: invalid h1 (found 4); skipped heading levels; 2 buttons missing accessible names.

Details

02

Why it matters

Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence
{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": false,
  "headingOrder": false,
  "accessibleLinks": true,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [
      "<button role=\"button\" id=\"query-builder-test-clear-button\" aria-labelledby=\"query-builder-test-clear query-builder-test-label\" data-action=\" click:query-builder#clear focus:query-builder#clearButtonFocus blur:query-builder#clearButtonBlur \" variant=\"small\" type=\"button\" data-view-component=\"true\" class=\"Button Button--iconOnly Button--invisible Button--medium mr-1 tmp-mr-1 px-2 tmp-px-2 py-0 tmp-py-0 d-flex flex-items-center rounded-1 color-fg-muted\"> <svg aria-hidden=\"true\" data-component=\"Octi",
      "<button id=\"icon-button-733ff18a-4caa-498b-84fe-900fa1e7eb96\" aria-labelledby=\"tooltip-0c24095a-6a02-4f6d-b23d-0c077f9eaeac\" type=\"button\" data-view-component=\"true\" class=\"Button Button--iconOnly Button--invisible Button--medium flash-close js-flash-close\"> <svg aria-hidden=\"true\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-x Button-visual\"> <path d=\"M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0"
    ],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h2: Navigation Menu",
      "h1: Search code, repositories, users, issues, pull requests...",
      "h3: Explore",
      "h1: Provide feedback",
      "h1: Saved searches",
      "h2: Use saved searches to filter your results more quickly",
      "h1: The future of building happens together",
      "h2: GitHub features",
      "h2: GitHub customers",
      "h2: Accelerate your entire workflow",
      "h3: Your AI partner everywhere. Copilot is ready to work with you at each step of the software development lifecycle.",
      "h3: Automate your path to production",
      "h3: Code instantly from anywhere",
      "h3: Keep momentum on the go",
      "h3: Shape your toolchain",
      "h2: Built-in application security where found means fixed",
      "h3: Apply fixes in seconds. Spend less time debugging and more time building features with Copilot Autofix.",
      "h2: Work together, achieve more",
      "h3: Plan with clarity. Organize everything from high-level roadmaps to everyday tasks.",
      "h3: Keep track of your tasks",
      "h3: Share ideas and ask questions",
      "h3: Review code changes together",
      "h3: Fund open source projects",
      "h2: From startups to enterprises, GitHub scales with teams of any size in any industry.",
      "h2: Millions of developers and businesses call GitHub home",
      "h2: Footnotes",
      "h2: Site-wide Links",
      "h3: Subscribe to our developer newsletter",
      "h3: Platform",
      "h3: Ecosystem",
      "h3: Support",
      "h3: Company"
    ]
  },
  "counts": {
    "h1": 4,
    "headings": 32,
    "links": 154,
    "inaccessibleLinks": 0,
    "buttons": 46,
    "inaccessibleButtons": 2,
    "images": 24,
    "imagesWithAlt": 24,
    "autocompleteInputs": 5,
    "inputsWithAutocomplete": 5,
    "missingAutocompleteInputs": 0
  }
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

Web Bot Auth request signing failed at "Fetch to find resource".

33 Fail

Needs attention

Web Bot Auth request signing

Failed check
01

Issue

Web Bot Auth request signing was not found at the expected path.

02

Why it matters

Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.

Result

Web Bot Auth request signing failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    Web Bot Auth request signing was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 9
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

A2A Agent Card failed at "Fetch to find resource".

25 Fail

Needs attention

A2A Agent Card

Failed check
01

Issue

A2A Agent Card was not found at the expected path.

02

Why it matters

A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent card so A2A-compatible clients can discover capabilities.

Result

A2A Agent Card failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    A2A Agent Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/agent-card.json",
            "statusCode": 410,
            "contentType": "application/json; charset=utf-8",
            "length": 390
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Fetch to find resource".

25 Fail

Needs attention

Agent Skills index

Failed check
01

Issue

Agent Skills index was not found at the expected path.

02

Why it matters

An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    Agent Skills index was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

agent.json failed at "Fetch to find resource".

25 Fail

Needs attention

agent.json

Failed check
01

Issue

agent.json was not found at the expected path.

02

Why it matters

agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.

Result

agent.json failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    agent.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/agent.json",
            "statusCode": 410,
            "contentType": "application/json; charset=utf-8",
            "length": 390
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

agents.json failed at "Fetch to find resource".

25 Fail

Needs attention

agents.json

Failed check
01

Issue

agents.json was not found at the expected path.

02

Why it matters

agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.

Result

agents.json failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    agents.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/agents.json",
            "statusCode": 410,
            "contentType": "application/json; charset=utf-8",
            "length": 390
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Fetch to find resource".

25 Fail

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card was not found at the expected path.

02

Why it matters

MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    MCP Server Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

25 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD.

02

Why it matters

Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.

Check name

Content freshness signals

Score

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval and ranking.

Result

Content freshness signals is partially implemented.

Evidence
{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 2
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

22 Fail

Needs attention

Markdown negotiation

Failed check
01

Issue

Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.

02

Why it matters

Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.

Check name

Markdown negotiation

Score

33/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

  1. Markdown content type

    Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.

  2. Structured Markdown body

    Markdown response is missing a heading.

Evidence
{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 406,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "pass",
      "evidence": {
        "vary": "X-PJAX, X-PJAX-Container, Turbo-Visit, Turbo-Frame, X-Requested-With, Accept-Language,Accept-Encoding, Accept, X-Requested-With"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"X-PJAX, X-PJAX-Container, Turbo-Visit, Turbo-Frame, X-Requested-With, Accept-Language,Accept-Encoding, Accept, X-Requested-With\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 0,
        "excerpt": "",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

20 Fail

Needs attention

High-value schema types

Failed check
01

Issue

No high-value schema types (e.g. Article, Product, Service) were found.

02

Why it matters

High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Use schema types that describe the page's primary content or offering.

Result

High-value schema types is missing or incomplete.

Evidence
{
  "found": [],
  "expected": [
    "Article",
    "BlogPosting",
    "NewsArticle",
    "Product",
    "SoftwareApplication",
    "FAQPage",
    "LocalBusiness",
    "VideoObject",
    "HowTo",
    "Event",
    "Course",
    "Review",
    "Service"
  ],
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

20 Fail

Needs attention

JSON-LD present

Failed check
01

Issue

No JSON-LD blocks found.

02

Why it matters

JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose schema.org JSON-LD so AI search systems can parse page entities.

Result

JSON-LD present is missing or incomplete.

Evidence
{
  "blocks": 0,
  "validBlocks": 0,
  "schemaContextBlocks": 0,
  "errors": [],
  "documents": [],
  "nodes": []
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

20 Fail

Needs attention

Link headers

Failed check
01

Issue

No useful agent discovery Link headers were found.

02

Why it matters

Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

  1. Find useful Link headers

    No useful agent discovery Link headers were found.

  2. Fetch same-origin Link header targets

    Link headers did not expose any same-origin targets to validate.

Evidence
{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": []
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

20 Fail

Needs attention

Organization / WebSite schema

Failed check
01

Issue

Neither Organization nor WebSite schema types were found in JSON-LD.

02

Why it matters

Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence
{
  "found": [],
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

Sitemap

Sitemap is missing or incomplete.

20 Fail

Needs attention

Sitemap

Failed check
01

Issue

No valid XML sitemap found at checked locations: https://github.com/sitemap.xml, https://github.com/sitemap_index.xml, https://github.com/sitemap-index.xml.

02

Why it matters

Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.

Check name

Sitemap

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Publish a sitemap and reference it from robots.txt.

Result

Sitemap is missing or incomplete.

Evidence
{
  "checked": [
    "https://github.com/sitemap.xml",
    "https://github.com/sitemap_index.xml",
    "https://github.com/sitemap-index.xml"
  ]
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint failed at "Validate resource body".

17 Fail

Needs attention

AI context endpoint

Failed check
01

Issue

Content-Type "text/html; charset=utf-8" is not JSON, Markdown, or text/plain.

02

Why it matters

A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.

Check name

AI context endpoint

Score

50/100

Status

fail

Category

API

Maturity

Emerging recommendation

Goal

Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.

Result

AI context endpoint failed at "Validate resource body".

Validation steps

  1. Validate resource body

    Content-Type "text/html; charset=utf-8" is not JSON, Markdown, or text/plain.

Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/context",
        "statusCode": 200,
        "contentType": "text/html; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Content-Type \"text/html; charset=utf-8\" is not JSON, Markdown, or text/plain.",
        "rawExcerpt": "\n\n<!DOCTYPE html>\n<html\n  lang=\"en\"\n  \n  data-color-mode=\"auto\" data-light-theme=\"light\" data-dark-theme=\"dark\"\n  data-a11y-animated-images=\"system\" data-a11y-link-underlines=\"true\"\n  \n  >\n\n\n\n\n  <head>\n    <meta charset=\"utf-8\">\n  <link rel=\"dns-prefetch\" href=\"https://github.githubassets.com\">\n  <link rel=\"dns-prefetch\" href=\"https://avatars.githubusercontent.com\">\n  <link rel=\"dns-prefetch\" href=\"https://github-cloud.s3.amazonaws.com\">\n  <link rel=\"dns-prefetch\" href=\"https://user-images.githubusercontent.com/\">\n  <link rel=\"preconnect\" href=\"https://github.githubassets.com\" crossorigin>\n  <link rel=\"preconnect\" href=\"https://avatars.githubusercontent.com\">\n\n  \n\n  <link crossorigin=\"anonymous\" media=\"all\" rel=\"stylesheet\" href=\"https://github.githubassets.com/assets/light-4fded0090af0ad5"
      },
      "issue": "Content-Type \"text/html; charset=utf-8\" is not JSON, Markdown, or text/plain.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

mcp.json failed at "Validate resource body".

13 Fail

Needs attention

mcp.json

Failed check
01

Issue

mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.

Details

02

Why it matters

MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.

Check name

mcp.json

Score

50/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.

Result

mcp.json failed at "Validate resource body".

Validation steps

  1. Validate resource body

    mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.

    Missing required fields
    • serverInfo.name
    • protocolVersion
    • capabilities object
    • transport or transports
Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/mcp.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "meta": {
            "title": "MCP Registry"
          },
          "payload": {
            "mcpRegistryRoute": {
              "serversData": {
                "servers": [
                  {
                    "id": "microsoft/markitdown",
                    "name": "microsoft/markitdown",
                    "display_name": "Markitdown",
                    "description": "Convert various file formats (PDF, Word, Excel, images, audio) to Markdown.",
                    "url": "https://github.com/microsoft/markitdown",
                    "created_at": "1.0.0",
                    "updated_at": "2026-05-26T22:41:34Z",
                    "stargazer_count": 146297,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4",
                    "primary_language": "Python",
                    "primary_language_color": "#3572A5",
                    "repo_id": "888092115",
                    "license": "MIT License",
                    "topics": [
                      "langchain",
                      "openai",
                      "autogen-extension",
                      "autogen",
                      "markdown",
                      "microsoft-office",
                      "pdf"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/6615eaf96da672c3a593a666a2ffbae862325f6b250209f4bc97e29074dccf06/microsoft/markitdown",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "microsoft/markitdown",
                    "is_in_organization": true,
                    "pushed_at": "2026-05-26T22:41:34Z",
                    "repository": {
                      "id": "888092115",
                      "source": "github",
                      "url": "https://github.com/microsoft/markitdown"
                    },
                    "full_name": "io.github.microsoft/markitdown",
                    "api_name": "microsoft/markitdown"
                  },
                  {
                    "id": "io.github.netdata/mcp-server",
                    "name": "netdata/mcp-server",
                    "display_name": "Netdata",
                    "description": "Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.",
                    "url": "https://github.com/netdata/netdata",
                    "created_at": "2.10.3",
                    "updated_at": "2026-06-06T20:13:18Z",
                    "stargazer_count": 79076,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/43390781?v=4",
                    "primary_language": "C",
                    "primary_language_color": "#555555",
                    "repo_id": null,
                    "license": "GNU General Public License v3.0",
                    "topics": [
                      "monitoring",
                      "docker",
                      "kubernetes",
                      "cncf",
                      "prometheus",
                      "netdata",
                      "devops",
                      "observability",
                      "alerting",
                      "influxdb"
                    ],
                    "opengraph_image_url": "https://repository-images.githubusercontent.com/10744183/8d08ea53-6359-45fe-bc4d-067cfe1673a1",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "netdata/netdata",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-06T20:13:18Z",
                    "repository": {
                      "source": "github",
                      "subfolder": "docs/netdata-ai/mcp",
                      "url": "https://github.com/netdata/netdata"
                    },
                    "full_name": "io.github.netdata/mcp-server",
                    "api_name": "io.github.netdata/mcp-server"
                  },
                  {
                    "id": "io.github.upstash/context7",
                    "name": "upstash/context7",
                    "display_name": "Context7",
                    "description": "Up-to-date code docs for any prompt",
                    "url": "https://github.com/upstash/context7",
                    "created_at": "1.0.31",
                    "updated_at": "2026-06-05T13:39:40Z",
                    "stargazer_count": 56871,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/74989412?v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": "MIT License",
                    "topics": [
                      "llm",
                      "mcp",
                      "mcp-server",
                      "vibe-coding"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/49de0604cd0ca4507bee0bb9019da8b31a4cf44dd61a99492cb70cba241eb451/upstash/context7",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "upstash/context7",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-05T13:39:40Z",
                    "repository": {
                      "source": "github",
                      "url": "https://github.com/upstash/context7"
                    },
                    "full_name": "io.github.upstash/context7",
                    "api_name": "io.github.upstash/context7"
                  },
                  {
                    "id": "io.github.ChromeDevTools/chrome-devtools-mcp",
                    "name": "ChromeDevTools/chrome-devtools-mcp",
                    "display_name": "Chrome DevTools MCP",
                    "description": "MCP server for Chrome DevTools",
                    "url": "https://github.com/ChromeDevTools/chrome-devtools-mcp",
                    "created_at": "1.1.1",
                    "updated_at": "2026-06-05T16:03:07Z",
                    "stargazer_count": 42995,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/11260967?v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": "Apache License 2.0",
                    "topics": [
                      "mcp-server",
                      "puppeteer",
                      "chrome-devtools",
                      "browser",
                      "chrome",
                      "debugging",
                      "devtools",
                      "mcp"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/a0845c58e75f4f4d2ef5f6d081796ecba72e423a3ea19a982b8f956b46acc0a5/ChromeDevTools/chrome-devtools-mcp",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "ChromeDevTools/chrome-devtools-mcp",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-05T16:03:07Z",
                    "repository": {
                      "source": "github",
                      "url": "https://github.com/ChromeDevTools/chrome-devtools-mcp"
                    },
                    "full_name": "io.github.ChromeDevTools/chrome-devtools-mcp",
                    "api_name": "io.github.ChromeDevTools/chrome-devtools-mcp"
                  },
                  {
                    "id": "microsoft/playwright-mcp",
                    "name": "microsoft/playwright-mcp",
                    "display_name": "Playwright",
                    "description": "Automate web browsers using accessibility trees for testing and data extraction.",
                    "url": "https://github.com/microsoft/playwright-mcp",
                    "created_at": "0.0.1-seed",
                    "updated_at": "2026-06-04T20:56:00Z",
                    "stargazer_count": 33569,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": "952688112",
                    "license": "Apache License 2.0",
                    "topics": [
                      "mcp",
                      "playwright"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/4ecfa7d7eb11132900e89e4bc68d2690ad1e4bf8e8bcd9fa2ea566e39ee68959/microsoft/playwright-mcp",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "microsoft/playwright-mcp",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-04T20:56:00Z",
                    "repository": {
                      "id": "952688112",
                      "source": "github",
                      "url": "https://github.com/microsoft/playwright-mcp"
                    },
                    "full_name": "io.github.microsoft/playwright-mcp",
                    "api_name": "microsoft/playwright-mcp"
                  },
                  {
                    "id": "io.github.github/github-mcp-server",
                    "name": "github/github-mcp-server",
                    "display_name": "GitHub",
                    "description": "Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.",
                    "url": "https://github.com/github/github-mcp-server",
                    "created_at": "1.1.2",
                    "updated_at": "2026-06-05T14:04:26Z",
                    "stargazer_count": 30483,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/9919?v=4",
                    "primary_language": "Go",
                    "primary_language_color": "#00ADD8",
                    "repo_id": null,
                    "license": "MIT License",
                    "topics": [
                      "github",
                      "mcp",
                      "mcp-server"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/96288adbdda63192931b9fb617dc6e0be88d8929d37b4e06567e876f2dc18549/github/github-mcp-server",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "github/github-mcp-server",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-05T14:04:26Z",
                    "repository": {
                      "source": "github",
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                    "primary_language_color": "#3178c6",
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                    "topics": [
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                      "mcp-server"
                    ],
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                    "api_name": "com.apify/apify-mcp-server"
                  },
                  {
                    "id": "io.github.mongodb-js/mongodb-mcp-server",
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                    "license": "Apache License 2.0",
                    "topics": [
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                    "full_name": "io.github.mongodb-js/mongodb-mcp-server",
                    "api_name": "io.github.mongodb-js/mongodb-mcp-server"
                  },
                  {
                    "id": "antfu/nuxt-mcp",
                    "name": "antfu/nuxt-mcp",
                    "display_name": "Nuxt",
                    "description": "MCP server helping models understand your Vite/Nuxt app.",
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                    "updated_at": "2026-03-01T06:08:50Z",
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                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": "946411030",
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                    "topics": [
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                    ],
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                      "url": "https://github.com/antfu/nuxt-mcp"
                    },
                    "full_name": "io.github.antfu/nuxt-mcp",
                    "api_name": "antfu/nuxt-mcp"
                  },
                  {
                    "id": "io.github.vercel/next-devtools-mcp",
                    "name": "vercel/next-devtools-mcp",
                    "display_name": "Vercel Next Dev Tools",
                    "description": "Next.js development tools MCP server with stdio transport",
                    "url": "https://github.com/vercel/next-devtools-mcp",
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                    "updated_at": "2026-06-01T03:54:32Z",
                    "stargazer_count": 765,
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                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": null,
                    "topics": [
                      "mcp-server",
                      "next-devtools",
                      "nextjs",
                      "coding-agents",
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                    ],
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                    "name_with_owner": "vercel/next-devtools-mcp",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-01T03:54:32Z",
                    "repository": {
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                    },
                    "full_name": "io.github.vercel/next-devtools-mcp",
                    "api_name": "io.github.vercel/next-devtools-mcp"
                  },
                  {
                    "id": "com.atlassian/atlassian-mcp-server",
                    "name": "com.atlassian/atlassian-mcp-server",
                    "display_name": "Atlassian",
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                    "api_name": "com.atlassian/atlassian-mcp-server"
                  },
                  {
                    "id": "io.github.getsentry/sentry-mcp",
                    "name": "getsentry/sentry-mcp",
                    "display_name": "Getsentry Sentry",
                    "description": "MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants",
                    "url": "https://github.com/getsentry/sentry-mcp",
                    "created_at": "0.25.0",
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                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": "Other",
                    "topics": [
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                      "tag-production"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/4025d4f52a4b3e6093699509eecca921b38597690c01e09546eda031e761aa96/getsentry/sentry-mcp",
                    "uses_custom_opengraph_image": null,
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                    },
                    "full_name": "io.github.getsentry/sentry-mcp",
                    "api_name": "io.github.getsentry/sentry-mcp"
                  },
                  {
                    "id": "elastic/mcp-server-elasticsearch",
                    "name": "elastic/mcp-server-elasticsearch",
                    "display_name": "Elasticsearch",
                    "description": "MCP server for connecting to Elasticsearch data and indices. Supports search queries, mappings, ES|QL, and shard information through natural language interactions.",
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                    "license": "Apache License 2.0",
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                    "api_name": "elastic/mcp-server-elasticsearch"
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                ],
                "metadata": {
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                  "total": 99,
                  "total_pages": 4
                }
              }
            }
          }
        },
        "rawExcerpt": "{\"meta\":{\"title\":\"MCP Registry\"},\"payload\":{\"mcpRegistryRoute\":{\"serversData\":{\"servers\":[{\"id\":\"microsoft/markitdown\",\"name\":\"microsoft/markitdown\",\"display_name\":\"Markitdown\",\"description\":\"Convert various file formats (PDF, Word, Excel, images, audio) to Markdown.\",\"url\":\"https://github.com/microsoft/markitdown\",\"created_at\":\"1.0.0\",\"updated_at\":\"2026-05-26T22:41:34Z\",\"stargazer_count\":146297,\"owner_avatar_url\":\"https://avatars.githubusercontent.com/u/6154722?v=4\",\"primary_language\":\"Python\",\"primary_language_color\":\"#3572A5\",\"repo_id\":\"888092115\",\"license\":\"MIT License\",\"topics\":[\"langchain\",\"openai\",\"autogen-extension\",\"autogen\",\"markdown\",\"microsoft-office\",\"pdf\"],\"opengraph_image_url\":\"https://opengraph.githubassets.com/6615eaf96da672c3a593a666a2ffbae862325f6b250209f4bc97e29074dccf0",
        "issue": "mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.",
        "issueDetails": [
          {
            "title": "Missing required fields",
            "items": [
              "serverInfo.name",
              "protocolVersion",
              "capabilities object",
              "transport or transports"
            ]
          }
        ],
        "missing": [
          "serverInfo.name",
          "protocolVersion",
          "capabilities object",
          "transport or transports"
        ],
        "protocolVersion": "",
        "transportCount": 0,
        "transports": [],
        "invalidTransports": [],
        "toolCount": 0,
        "capabilityKeys": []
      },
      "issue": "mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities.",
      "issueDetails": [
        {
          "title": "Missing required fields",
          "items": [
            "serverInfo.name",
            "protocolVersion",
            "capabilities object",
            "transport or transports"
          ]
        }
      ]
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Validate resource body".

13 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest tool schemas did not match the expected shape. no stable WebMCP manifest tools were declared.

02

Why it matters

A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.

Check name

WebMCP manifest

Score

50/100

Status

fail

Category

MCP

Maturity

Informational

Goal

Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.

Result

WebMCP manifest failed at "Validate resource body".

Validation steps

  1. Validate resource body

    WebMCP manifest tool schemas did not match the expected shape. no stable WebMCP manifest tools were declared.

Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/mcp.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "meta": {
            "title": "MCP Registry"
          },
          "payload": {
            "mcpRegistryRoute": {
              "serversData": {
                "servers": [
                  {
                    "id": "microsoft/markitdown",
                    "name": "microsoft/markitdown",
                    "display_name": "Markitdown",
                    "description": "Convert various file formats (PDF, Word, Excel, images, audio) to Markdown.",
                    "url": "https://github.com/microsoft/markitdown",
                    "created_at": "1.0.0",
                    "updated_at": "2026-05-26T22:41:34Z",
                    "stargazer_count": 146297,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4",
                    "primary_language": "Python",
                    "primary_language_color": "#3572A5",
                    "repo_id": "888092115",
                    "license": "MIT License",
                    "topics": [
                      "langchain",
                      "openai",
                      "autogen-extension",
                      "autogen",
                      "markdown",
                      "microsoft-office",
                      "pdf"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/6615eaf96da672c3a593a666a2ffbae862325f6b250209f4bc97e29074dccf06/microsoft/markitdown",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "microsoft/markitdown",
                    "is_in_organization": true,
                    "pushed_at": "2026-05-26T22:41:34Z",
                    "repository": {
                      "id": "888092115",
                      "source": "github",
                      "url": "https://github.com/microsoft/markitdown"
                    },
                    "full_name": "io.github.microsoft/markitdown",
                    "api_name": "microsoft/markitdown"
                  },
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                    "name": "netdata/mcp-server",
                    "display_name": "Netdata",
                    "description": "Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.",
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                    "created_at": "2.10.3",
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                    "stargazer_count": 79076,
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                    "primary_language": "C",
                    "primary_language_color": "#555555",
                    "repo_id": null,
                    "license": "GNU General Public License v3.0",
                    "topics": [
                      "monitoring",
                      "docker",
                      "kubernetes",
                      "cncf",
                      "prometheus",
                      "netdata",
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                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "netdata/netdata",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-06T20:13:18Z",
                    "repository": {
                      "source": "github",
                      "subfolder": "docs/netdata-ai/mcp",
                      "url": "https://github.com/netdata/netdata"
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                    "full_name": "io.github.netdata/mcp-server",
                    "api_name": "io.github.netdata/mcp-server"
                  },
                  {
                    "id": "io.github.upstash/context7",
                    "name": "upstash/context7",
                    "display_name": "Context7",
                    "description": "Up-to-date code docs for any prompt",
                    "url": "https://github.com/upstash/context7",
                    "created_at": "1.0.31",
                    "updated_at": "2026-06-05T13:39:40Z",
                    "stargazer_count": 56871,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/74989412?v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": "MIT License",
                    "topics": [
                      "llm",
                      "mcp",
                      "mcp-server",
                      "vibe-coding"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/49de0604cd0ca4507bee0bb9019da8b31a4cf44dd61a99492cb70cba241eb451/upstash/context7",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "upstash/context7",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-05T13:39:40Z",
                    "repository": {
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                    },
                    "full_name": "io.github.upstash/context7",
                    "api_name": "io.github.upstash/context7"
                  },
                  {
                    "id": "io.github.ChromeDevTools/chrome-devtools-mcp",
                    "name": "ChromeDevTools/chrome-devtools-mcp",
                    "display_name": "Chrome DevTools MCP",
                    "description": "MCP server for Chrome DevTools",
                    "url": "https://github.com/ChromeDevTools/chrome-devtools-mcp",
                    "created_at": "1.1.1",
                    "updated_at": "2026-06-05T16:03:07Z",
                    "stargazer_count": 42995,
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                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": "Apache License 2.0",
                    "topics": [
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                      "puppeteer",
                      "chrome-devtools",
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                      "mcp"
                    ],
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                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "ChromeDevTools/chrome-devtools-mcp",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-05T16:03:07Z",
                    "repository": {
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                      "url": "https://github.com/ChromeDevTools/chrome-devtools-mcp"
                    },
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                    "api_name": "io.github.ChromeDevTools/chrome-devtools-mcp"
                  },
                  {
                    "id": "microsoft/playwright-mcp",
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                    "display_name": "Playwright",
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                    "created_at": "0.0.1-seed",
                    "updated_at": "2026-06-04T20:56:00Z",
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                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
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                    "license": "Apache License 2.0",
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                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "microsoft/playwright-mcp",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-04T20:56:00Z",
                    "repository": {
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                      "url": "https://github.com/microsoft/playwright-mcp"
                    },
                    "full_name": "io.github.microsoft/playwright-mcp",
                    "api_name": "microsoft/playwright-mcp"
                  },
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                      "url": "https://github.com/figma/mcp-server-guide"
                    },
                    "full_name": "io.github.com.figma.mcp/mcp",
                    "api_name": "com.figma.mcp/mcp"
                  },
                  {
                    "id": "com.microsoft/nuget",
                    "name": "com.microsoft/nuget",
                    "display_name": "Microsoft Nuget",
                    "description": "A Model Context Protocol (MCP) server for NuGet.",
                    "url": "https://github.com/NuGet/Home",
                    "created_at": "1.4.3",
                    "updated_at": "2026-05-08T01:47:20Z",
                    "stargazer_count": 1547,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/968310?v=4",
                    "primary_language": "HTML",
                    "primary_language_color": "#e34c26",
                    "repo_id": null,
                    "license": "Other",
                    "topics": [],
                    "opengraph_image_url": "https://opengraph.githubassets.com/f6c3d7c0d96954ef7deaab74320588e8981febe26f23635f27cadcd376c04522/NuGet/Home",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "NuGet/Home",
                    "is_in_organization": true,
                    "pushed_at": "2026-05-08T01:47:20Z",
                    "repository": {
                      "source": "github",
                      "subfolder": "mcp",
                      "url": "https://github.com/NuGet/Home"
                    },
                    "full_name": "io.github.com.microsoft/nuget",
                    "api_name": "com.microsoft/nuget"
                  },
                  {
                    "id": "io.github.hashicorp/terraform-mcp-server",
                    "name": "hashicorp/terraform-mcp-server",
                    "display_name": "Terraform",
                    "description": "Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise",
                    "url": "https://github.com/hashicorp/terraform-mcp-server",
                    "created_at": "0.5.0",
                    "updated_at": "2026-06-05T23:57:04Z",
                    "stargazer_count": 1395,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/761456?v=4",
                    "primary_language": "Go",
                    "primary_language_color": "#00ADD8",
                    "repo_id": null,
                    "license": "Mozilla Public License 2.0",
                    "topics": [],
                    "opengraph_image_url": "https://opengraph.githubassets.com/735c2561916c9adcc2161eafd524b85cc2fee0f6e6545ea654cd7362fb4754a6/hashicorp/terraform-mcp-server",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "hashicorp/terraform-mcp-server",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-05T23:57:04Z",
                    "repository": {
                      "source": "github",
                      "url": "https://github.com/hashicorp/terraform-mcp-server"
                    },
                    "full_name": "io.github.hashicorp/terraform-mcp-server",
                    "api_name": "io.github.hashicorp/terraform-mcp-server"
                  },
                  {
                    "id": "com.apify/apify-mcp-server",
                    "name": "com.apify/apify-mcp-server",
                    "display_name": "Apify",
                    "description": "Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡",
                    "url": "https://github.com/apify/apify-mcp-server",
                    "created_at": "0.10.12",
                    "updated_at": "2026-06-06T11:40:53Z",
                    "stargazer_count": 1311,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/24586296?v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": "MIT License",
                    "topics": [
                      "agents",
                      "ai",
                      "mcp",
                      "mcp-server"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/d2121db8227e7a24ae76930a4855e4bf6a2d2b1295c4c15e3d87dbe7e7cbacb3/apify/apify-mcp-server",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "apify/apify-mcp-server",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-06T11:40:53Z",
                    "repository": {
                      "source": "github",
                      "url": "https://github.com/apify/apify-mcp-server"
                    },
                    "full_name": "io.github.com.apify/apify-mcp-server",
                    "api_name": "com.apify/apify-mcp-server"
                  },
                  {
                    "id": "io.github.mongodb-js/mongodb-mcp-server",
                    "name": "mongodb-js/mongodb-mcp-server",
                    "display_name": "Mongodb",
                    "description": "MongoDB Model Context Protocol Server",
                    "url": "https://github.com/mongodb-js/mongodb-mcp-server",
                    "created_at": "1.12.0",
                    "updated_at": "2026-06-05T23:06:29Z",
                    "stargazer_count": 1044,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/11214950?v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": "Apache License 2.0",
                    "topics": [
                      "mcp",
                      "mcp-server",
                      "mongodb",
                      "mongodb-atlas",
                      "mongodb-database"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/9c1598d0d008b27356977958b0e1c78d64512e5664bda05dd8c3706201dbc832/mongodb-js/mongodb-mcp-server",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "mongodb-js/mongodb-mcp-server",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-05T23:06:29Z",
                    "repository": {
                      "source": "github",
                      "url": "https://github.com/mongodb-js/mongodb-mcp-server"
                    },
                    "full_name": "io.github.mongodb-js/mongodb-mcp-server",
                    "api_name": "io.github.mongodb-js/mongodb-mcp-server"
                  },
                  {
                    "id": "antfu/nuxt-mcp",
                    "name": "antfu/nuxt-mcp",
                    "display_name": "Nuxt",
                    "description": "MCP server helping models understand your Vite/Nuxt app.",
                    "url": "https://github.com/antfu/nuxt-mcp",
                    "created_at": "1.0.0",
                    "updated_at": "2026-03-01T06:08:50Z",
                    "stargazer_count": 909,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/11247099?u=5c092d3773a443e480a294f2b67aa39395982f46&v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": "946411030",
                    "license": "MIT License",
                    "topics": [
                      "mcp",
                      "nuxt",
                      "vite"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/c6e14f146df765997d4bdb4e673aea0decd448a517d038484dc725205540d292/antfu/nuxt-mcp-dev",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "antfu/nuxt-mcp-dev",
                    "is_in_organization": false,
                    "pushed_at": "2026-03-01T06:08:50Z",
                    "repository": {
                      "id": "946411030",
                      "source": "github",
                      "url": "https://github.com/antfu/nuxt-mcp"
                    },
                    "full_name": "io.github.antfu/nuxt-mcp",
                    "api_name": "antfu/nuxt-mcp"
                  },
                  {
                    "id": "io.github.vercel/next-devtools-mcp",
                    "name": "vercel/next-devtools-mcp",
                    "display_name": "Vercel Next Dev Tools",
                    "description": "Next.js development tools MCP server with stdio transport",
                    "url": "https://github.com/vercel/next-devtools-mcp",
                    "created_at": "0.3.6",
                    "updated_at": "2026-06-01T03:54:32Z",
                    "stargazer_count": 765,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/14985020?v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": null,
                    "topics": [
                      "mcp-server",
                      "next-devtools",
                      "nextjs",
                      "coding-agents",
                      "mcp"
                    ],
                    "opengraph_image_url": "https://repository-images.githubusercontent.com/1075693960/6e16a448-7e7b-42f0-be1f-2c99b0542916",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "vercel/next-devtools-mcp",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-01T03:54:32Z",
                    "repository": {
                      "source": "github",
                      "url": "https://github.com/vercel/next-devtools-mcp"
                    },
                    "full_name": "io.github.vercel/next-devtools-mcp",
                    "api_name": "io.github.vercel/next-devtools-mcp"
                  },
                  {
                    "id": "com.atlassian/atlassian-mcp-server",
                    "name": "com.atlassian/atlassian-mcp-server",
                    "display_name": "Atlassian",
                    "description": "Atlassian Rovo MCP Server",
                    "url": "https://github.com/atlassian/atlassian-mcp-server",
                    "created_at": "1.1.1",
                    "updated_at": "2026-04-14T19:49:59Z",
                    "stargazer_count": 761,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/168166?v=4",
                    "primary_language": "JavaScript",
                    "primary_language_color": "#f1e05a",
                    "repo_id": null,
                    "license": "Apache License 2.0",
                    "topics": [],
                    "opengraph_image_url": "https://opengraph.githubassets.com/5ac40aee145672d0c84f1a4f6d1351118fdd1a8dba1cf07178235ed6e6753810/atlassian/atlassian-mcp-server",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "atlassian/atlassian-mcp-server",
                    "is_in_organization": true,
                    "pushed_at": "2026-04-14T19:49:59Z",
                    "repository": {
                      "source": "github",
                      "url": "https://github.com/atlassian/atlassian-mcp-server"
                    },
                    "full_name": "io.github.com.atlassian/atlassian-mcp-server",
                    "api_name": "com.atlassian/atlassian-mcp-server"
                  },
                  {
                    "id": "io.github.getsentry/sentry-mcp",
                    "name": "getsentry/sentry-mcp",
                    "display_name": "Getsentry Sentry",
                    "description": "MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants",
                    "url": "https://github.com/getsentry/sentry-mcp",
                    "created_at": "0.25.0",
                    "updated_at": "2026-06-05T23:30:47Z",
                    "stargazer_count": 719,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/1396951?v=4",
                    "primary_language": "TypeScript",
                    "primary_language_color": "#3178c6",
                    "repo_id": null,
                    "license": "Other",
                    "topics": [
                      "mcp-server",
                      "tag-production"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/4025d4f52a4b3e6093699509eecca921b38597690c01e09546eda031e761aa96/getsentry/sentry-mcp",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "getsentry/sentry-mcp",
                    "is_in_organization": true,
                    "pushed_at": "2026-06-05T23:30:47Z",
                    "repository": {
                      "source": "github",
                      "subfolder": "packages/mcp-server",
                      "url": "https://github.com/getsentry/sentry-mcp"
                    },
                    "full_name": "io.github.getsentry/sentry-mcp",
                    "api_name": "io.github.getsentry/sentry-mcp"
                  },
                  {
                    "id": "elastic/mcp-server-elasticsearch",
                    "name": "elastic/mcp-server-elasticsearch",
                    "display_name": "Elasticsearch",
                    "description": "MCP server for connecting to Elasticsearch data and indices. Supports search queries, mappings, ES|QL, and shard information through natural language interactions.",
                    "url": "https://github.com/elastic/mcp-server-elasticsearch",
                    "created_at": "1.0.0",
                    "updated_at": "2026-05-28T23:46:25Z",
                    "stargazer_count": 669,
                    "owner_avatar_url": "https://avatars.githubusercontent.com/u/6764390?v=4",
                    "primary_language": "Rust",
                    "primary_language_color": "#dea584",
                    "repo_id": "953992846",
                    "license": "Apache License 2.0",
                    "topics": [
                      "elasticsearch",
                      "mcp",
                      "mcp-server",
                      "vector-database"
                    ],
                    "opengraph_image_url": "https://opengraph.githubassets.com/294b4a9bad7de489cb3dd09a4060e143dcea96f4eecbc1be46899d98fb9806a4/elastic/mcp-server-elasticsearch",
                    "uses_custom_opengraph_image": null,
                    "name_with_owner": "elastic/mcp-server-elasticsearch",
                    "is_in_organization": true,
                    "pushed_at": "2026-05-28T23:46:25Z",
                    "repository": {
                      "id": "953992846",
                      "source": "github",
                      "url": "https://github.com/elastic/mcp-server-elasticsearch"
                    },
                    "full_name": "io.github.elastic/mcp-server-elasticsearch",
                    "api_name": "elastic/mcp-server-elasticsearch"
                  }
                ],
                "metadata": {
                  "count": 30,
                  "total": 99,
                  "total_pages": 4
                }
              }
            }
          }
        },
        "rawExcerpt": "{\"meta\":{\"title\":\"MCP Registry\"},\"payload\":{\"mcpRegistryRoute\":{\"serversData\":{\"servers\":[{\"id\":\"microsoft/markitdown\",\"name\":\"microsoft/markitdown\",\"display_name\":\"Markitdown\",\"description\":\"Convert various file formats (PDF, Word, Excel, images, audio) to Markdown.\",\"url\":\"https://github.com/microsoft/markitdown\",\"created_at\":\"1.0.0\",\"updated_at\":\"2026-05-26T22:41:34Z\",\"stargazer_count\":146297,\"owner_avatar_url\":\"https://avatars.githubusercontent.com/u/6154722?v=4\",\"primary_language\":\"Python\",\"primary_language_color\":\"#3572A5\",\"repo_id\":\"888092115\",\"license\":\"MIT License\",\"topics\":[\"langchain\",\"openai\",\"autogen-extension\",\"autogen\",\"markdown\",\"microsoft-office\",\"pdf\"],\"opengraph_image_url\":\"https://opengraph.githubassets.com/6615eaf96da672c3a593a666a2ffbae862325f6b250209f4bc97e29074dccf0",
        "toolCount": 0,
        "invalidTools": [],
        "issue": "WebMCP manifest tool schemas did not match the expected shape. no stable WebMCP manifest tools were declared."
      },
      "issue": "WebMCP manifest tool schemas did not match the expected shape. no stable WebMCP manifest tools were declared.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

13 Warning

Needs attention

WebMCP

Warning
01

Issue

WebMCP declarative annotations need fixes.

Details

02

Why it matters

WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

Support WebMCP to expose site tools to AI agents via the browser.

Result

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

Validation steps

  1. Detect data-mcp-tool annotations

    No data-mcp-tool attributes were found on interactive elements.

  2. Detect WebMCP declarative tags

    No elements found with tool-name or tool-description attributes.

  3. Validate WebMCP declarative annotation quality

    WebMCP declarative annotations need fixes.

    WebMCP declarative annotation issues
    • <input name="query-builder-test"> is missing tool-param-description.
    • <textarea name="feedback"> is missing a label.
    • <textarea name="feedback"> is missing tool-param-description.
    • <input name="include_email"> is missing tool-param-description.
    • <input name="custom_scope_name"> is missing tool-param-description.
    • <input name="custom_scope_query"> is missing tool-param-description.
    • <input name="user_email"> is missing tool-param-description.
    • <input name="user_email"> is missing tool-param-description.

  4. Detect WebMCP imperative API usage

    navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.

  5. Detect WebMCP browser navigator injection

    navigator.modelContext was not detected in the rendered browser page.

  6. Interactive surface coverage

    Only 0% of interactive surfaces are annotated.

Evidence
{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 5,
        "formsWithTags": 0,
        "totalInteractive": 205,
        "interactiveWithTags": 0,
        "totalCount": 210,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"query-builder-test\"> is missing tool-param-description.",
          "<textarea name=\"feedback\"> is missing a label.",
          "<textarea name=\"feedback\"> is missing tool-param-description.",
          "<input name=\"include_email\"> is missing tool-param-description.",
          "<input name=\"custom_scope_name\"> is missing tool-param-description.",
          "<input name=\"custom_scope_query\"> is missing tool-param-description.",
          "<input name=\"user_email\"> is missing tool-param-description.",
          "<input name=\"user_email\"> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 8,
        "issues": [
          "<input name=\"query-builder-test\"> is missing tool-param-description.",
          "<textarea name=\"feedback\"> is missing a label.",
          "<textarea name=\"feedback\"> is missing tool-param-description.",
          "<input name=\"include_email\"> is missing tool-param-description.",
          "<input name=\"custom_scope_name\"> is missing tool-param-description.",
          "<input name=\"custom_scope_query\"> is missing tool-param-description.",
          "<input name=\"user_email\"> is missing tool-param-description.",
          "<input name=\"user_email\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"query-builder-test\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<textarea name=\"feedback\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<textarea name=\"feedback\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"include_email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"custom_scope_name\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"custom_scope_query\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"user_email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"user_email\"> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 5,
        "formsWithTags": 0,
        "totalInteractive": 205,
        "interactiveWithTags": 0,
        "totalCount": 210,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"query-builder-test\"> is missing tool-param-description.",
          "<textarea name=\"feedback\"> is missing a label.",
          "<textarea name=\"feedback\"> is missing tool-param-description.",
          "<input name=\"include_email\"> is missing tool-param-description.",
          "<input name=\"custom_scope_name\"> is missing tool-param-description.",
          "<input name=\"custom_scope_query\"> is missing tool-param-description.",
          "<input name=\"user_email\"> is missing tool-param-description.",
          "<input name=\"user_email\"> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 5,
    "formsWithTags": 0,
    "totalInteractive": 205,
    "interactiveWithTags": 0,
    "totalCount": 210,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"query-builder-test\"> is missing tool-param-description.",
      "<textarea name=\"feedback\"> is missing a label.",
      "<textarea name=\"feedback\"> is missing tool-param-description.",
      "<input name=\"include_email\"> is missing tool-param-description.",
      "<input name=\"custom_scope_name\"> is missing tool-param-description.",
      "<input name=\"custom_scope_query\"> is missing tool-param-description.",
      "<input name=\"user_email\"> is missing tool-param-description.",
      "<input name=\"user_email\"> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 0/100 and needs a fix.

10 Fail

Needs attention

AIO: Visible structured data match

Failed check
01

Issue

No JSON-LD structured data was detected.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Visible structured data match

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Visible structured data match scored 0/100 and needs a fix.

Evidence
{
  "schemaCount": 0,
  "mismatches": [],
  "score": 0,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 60/100 and needs improvement.

4 Warning

Needs attention

AIO: Source and trust signals

Warning
01

Issue

Missing AIO trust signals: author, publisher.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Source and trust signals

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Source and trust signals scored 60/100 and needs improvement.

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [
    "2026",
    "2024-02"
  ],
  "aboutLinks": [
    {
      "href": "/security/advanced-security/code-security",
      "text": "Learn about GitHub Code Security",
      "html": "<a class=\"Primer_Brand__Link-module__Link___lvKjM Primer_Brand__Link-module__Link--accent___FWEDd Primer_Brand__Link-module__Link--arrow-end___l0EPS Primer_Brand__Pillar-module__Pillar__link___yiBNY lp-SectionTemplate-content-link\" href=\"/security/advanced-security/code-security\" data-analytics-event=\"{&quot;action&quot;:&quot;learn_about_github_code_security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;features&quot;,&quot;location&quot;:&quot;security&quot;,&quot;label&q..."
    },
    {
      "href": "/security/advanced-security/software-supply-chain",
      "text": "Learn about Dependabot",
      "html": "<a class=\"Primer_Brand__Link-module__Link___lvKjM Primer_Brand__Link-module__Link--accent___FWEDd Primer_Brand__Link-module__Link--arrow-end___l0EPS Primer_Brand__Pillar-module__Pillar__link___yiBNY lp-SectionTemplate-content-link\" href=\"/security/advanced-security/software-supply-chain\" data-analytics-event=\"{&quot;action&quot;:&quot;learn_about_dependabot&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;features&quot;,&quot;location&quot;:&quot;security&quot;,&quot;label&quo..."
    },
    {
      "href": "/security/advanced-security/secret-protection",
      "text": "Learn about GitHub Secret Protection",
      "html": "<a class=\"Primer_Brand__Link-module__Link___lvKjM Primer_Brand__Link-module__Link--accent___FWEDd Primer_Brand__Link-module__Link--arrow-end___l0EPS Primer_Brand__Pillar-module__Pillar__link___yiBNY lp-SectionTemplate-content-link\" href=\"/security/advanced-security/secret-protection\" data-analytics-event=\"{&quot;action&quot;:&quot;learn_about_github_secret_protection&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;features&quot;,&quot;location&quot;:&quot;security&quot;,&quot..."
    },
    {
      "href": "https://docs.github.com/get-started/exploring-integrations/about-building-integrations",
      "text": "Developer API",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;dev-api&quot;,&quot;context&quot;:&quot;ecosystem&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;dev-api_link_ecosystem_footer&quot;}\" href=\"https://docs.github.com/get-started/exploring-integrations/about-building-integrations\">Developer API</a>"
    },
    {
      "href": "https://github.com/about",
      "text": "About",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;about&quot;,&quot;context&quot;:&quot;company&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;about_link_company_footer&quot;}\" href=\"https://github.com/about\">About</a>"
    },
    {
      "href": "/about/diversity",
      "text": "Inclusion",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;inclusion&quot;,&quot;context&quot;:&quot;company&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;inclusion_link_company_footer&quot;}\" href=\"/about/diversity\">Inclusion</a>"
    },
    {
      "href": "https://www.linkedin.com/company/github",
      "text": "GitHub on LinkedIn",
      "html": "<a href=\"https://www.linkedin.com/company/github\" class=\"footer-social-icon d-block Link--outlineOffset\" data-analytics-event=\"{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to Linkedin&quot;,&quot;label&quot;:&quot;text:linkedin&quot;}\"> <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 19 18\" aria-hidden=\"true\" class=\"d-block\" width=\"19\" height=\"18\"><path d=\"M3.94 2A2 2 0 1 1 2 0a2 2 0 0 1 1.94 2zM4 5.48H0V18h4zm6.32 0H6.34V18h3.94v-6.57c0-3.66 4.77-4 4.77 0V18H19v-..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.github.com",
      "text": "Customer support",
      "html": "<a href=\"https://support.github.com\" data-analytics-event=\"{&quot;action&quot;:&quot;customer_support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;customer_support_link_resources_navbar&quot;}\" class=\"NavLink-module__link__EG3d4\" target=\"_blank\" rel=\"noreferrer\"><span class=\"NavLink-module__title__Q7t0p\">Customer support</span><svg data-component=\"Octicon\" aria-hidden=\"true\" focusable=\"false\" c..."
    },
    {
      "href": "https://github.com/premium-support",
      "text": "Premium SupportEnterprise-grade 24/7 support",
      "html": "<a href=\"https://github.com/premium-support\" data-analytics-event=\"{&quot;action&quot;:&quot;premium_support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;premium_support_link_enterprise_navbar&quot;}\" class=\"NavLink-module__link__EG3d4\"><div class=\"NavLink-module__text__XvpLQ\"><svg data-component=\"Octicon\" aria-hidden=\"true\" focusable=\"false\" class=\"octicon octicon-comment-discussion NavLink-m..."
    },
    {
      "href": "/enterprise/premium-support",
      "text": "Premium Support",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;premium_support&quot;,&quot;context&quot;:&quot;support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;premium_support_link_support_footer&quot;}\" href=\"/enterprise/premium-support\">Premium Support</a>"
    },
    {
      "href": "https://support.github.com?tags=dotcom-footer",
      "text": "Contact GitHub",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;contact_github&quot;,&quot;context&quot;:&quot;support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;contact_github_link_support_footer&quot;}\" href=\"https://support.github.com?tags=dotcom-footer\">Contact GitHub</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://docs.github.com/site-policy/github-terms/github-terms-of-service",
      "text": "Terms",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;terms&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;terms_link_subfooter_footer&quot;}\" href=\"https://docs.github.com/site-policy/github-terms/github-terms-of-service\">Terms</a>"
    },
    {
      "href": "https://docs.github.com/site-policy/privacy-policies/github-privacy-statement",
      "text": "Privacy",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;privacy&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;privacy_link_subfooter_footer&quot;}\" href=\"https://docs.github.com/site-policy/privacy-policies/github-privacy-statement\">Privacy</a>"
    }
  ],
  "score": 60,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 70/100 and needs improvement.

4 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: github, change, constant, keeps, ahead, search, code, repositories, users, issues, pull, requests.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Entity clarity

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Entity clarity scored 70/100 and needs improvement.

Evidence
{
  "title": "GitHub · Change is constant. GitHub keeps you ahead. · GitHub",
  "h1": "Search code, repositories, users, issues, pull requests...",
  "description": "Join the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity.",
  "topicOverlap": 0,
  "topicTerms": [
    "github",
    "change",
    "constant",
    "keeps",
    "ahead",
    "search",
    "code",
    "repositories",
    "users",
    "issues",
    "pull",
    "requests"
  ],
  "descriptionTerms": [
    "join",
    "world",
    "most",
    "widely",
    "adopted",
    "powered",
    "developer",
    "platform",
    "where",
    "millions",
    "developers",
    "businesses",
    "largest",
    "open",
    "source",
    "community",
    "build",
    "software",
    "advances",
    "humanity"
  ],
  "missingFromDescription": [
    "github",
    "change",
    "constant",
    "keeps",
    "ahead",
    "search",
    "code",
    "repositories",
    "users",
    "issues",
    "pull",
    "requests"
  ],
  "score": 70,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 65/100 and needs improvement.

4 Warning

Needs attention

GEO: Extraction-friendly structure

Warning
01

Issue

Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, JSON-LD structured data.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Extraction-friendly structure

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Extraction-friendly structure scored 65/100 and needs improvement.

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 1,
  "hasFaq": true,
  "definitionPatterns": 6,
  "schemaBlocks": 0,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "JSON-LD structured data"
  ],
  "score": 65,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

AEO: Answer-first sections scored 65/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

26 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer-first sections scored 65/100 and needs improvement.

Evidence
{
  "sectionCount": 28,
  "passing": 2,
  "failing": [
    {
      "heading": "Navigation Menu",
      "headingHtml": "<h2 class=\"sr-only\">Navigation Menu</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Explore",
      "headingHtml": "<h3 role=\"presentation\" class=\"ActionList-sectionDivider-title QueryBuilder-sectionTitle p-2 text-left\" aria-hidden=\"true\"> Explore </h3>",
      "firstParagraph": "We read every piece of feedback, and take your input very seriously.",
      "paragraphHtml": "<p>We read every piece of feedback, and take your input very seriously.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Use saved searches to filter your results more quickly",
      "headingHtml": "<h2 id=\"custom-scopes-dialog-description\" class=\"Overlay-description\">Use saved searches to filter your results more quickly</h2>",
      "firstParagraph": "To see all available qualifiers, see our documentation.",
      "paragraphHtml": "<p class=\"text-small color-fg-muted\"> To see all available qualifiers, see our <a class=\"Link--inTextBlock\" href=\"https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax\">documentation</a>. </p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "GitHub features",
      "headingHtml": "<h2 class=\"visually-hidden\">GitHub features</h2>",
      "firstParagraph": "Write, test, and fix code quickly with GitHub Copilot, from simple boilerplate to complex features.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq Primer_Brand__Text-module__Text--weight-normal___siVLX HeroCarouselControls-description \" id=\"heroCarouselDescription\" role=\"region\" aria-live=\"polite\">Write, test, and fix code quickly with GitHub Copilot, from simple boilerplate to complex fe...",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "GitHub customers",
      "headingHtml": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--subhead-large____C6GZ Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__LogoSuite-module__LogoSuite__heading___s2Xyw Primer_Brand__LogoSuite-module__LogoSuite__heading--visually-hidden___pTR4r visually-hidden\">GitHub customers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Your AI partner everywhere. Copilot is ready to work with you at each step of the software development lifecycle.",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__Heading-module__Heading--weight-semibold___NMvbh\"><span class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--400___y7m4l...",
      "firstParagraph": "Duolingo boosts developer speed by 25% with GitHub Copilot",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq Primer_Brand__Pillar-module__Pillar__description___BPMTa lp-SectionTemplate-customer-description\"><span class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted_...",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Automate your path to production",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Automate your path to production</h3>",
      "firstParagraph": "Ship faster with secure, reliable CI/CD.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Ship faster with secure, reliable CI/CD.</span></p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Code instantly from anywhere",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Code instantly from anywhere</h3>",
      "firstParagraph": "Launch a full, cloud-based development environment in seconds.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Launch a full, cloud-based development environment in seconds.</span></p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Keep momentum on the go",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Keep momentum on the go</h3>",
      "firstParagraph": "Manage projects and assign tasks to Copilot, all from your mobile device.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Manage projects and assign tasks to Copilot, all from your mobile device.</span></p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Shape your toolchain",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Shape your toolchain</h3>",
      "firstParagraph": "Extend your stack with apps, actions, and AI models.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Extend your stack with apps, actions, and AI models.</span></p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Built-in application security where found means fixed",
      "headingHtml": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Built-in application security where found means fixed</div></h2>",
      "firstParagraph": "Use AI to find and fix vulnerabilities so your team can ship more secure software faster.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq Primer_Brand__SectionIntro-module__SectionIntro-description___Sz93l lp-SectionIntro-description\"><span>Use AI to find and fix vulnerabilities so your team can ship more secure software faster.</span></p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Apply fixes in seconds. Spend less time debugging and more time building features with Copilot Autofix.",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__Heading-module__Heading--weight-semibold___NMvbh lp-SectionHero-text-title\">Apply fixes in seconds. <span>Spend less time debugging and more time building features with Copilot Autofix.</span></h3>",
      "firstParagraph": "Security debt, solved. Leverage security campaigns and Copilot Autofix to reduce application vulnerabilities.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq Primer_Brand__Pillar-module__Pillar__description___BPMTa Security-pillarDescription\"><span class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Prime...",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Work together, achieve more",
      "headingHtml": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Work together, achieve more</div></h2>",
      "firstParagraph": "From planning and discussion to code review, GitHub keeps your team’s conversation and context next to your code.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq Primer_Brand__SectionIntro-module__SectionIntro-description___Sz93l lp-SectionIntro-description\"><span>From planning and discussion to code review, GitHub keeps your team&#x2019;s conversation and context next to your code.</span></p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Plan with clarity. Organize everything from high-level roadmaps to everyday tasks.",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__Heading-module__Heading--weight-semibold___NMvbh\"><span class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--400___y7m4l...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Keep track of your tasks",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Keep track of your tasks</h3>",
      "firstParagraph": "Create issues and manage projects with tools that adapt to your code.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Create issues and manage projects with tools that adapt to your code.</span></p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Share ideas and ask questions",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Share ideas and ask questions</h3>",
      "firstParagraph": "Create space for open-ended conversations alongside your project.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Create space for open-ended conversations alongside your project.</span></p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Review code changes together",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Review code changes together</h3>",
      "firstParagraph": "Assign initial reviews to Copilot for greater speed and quality.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Assign initial reviews to Copilot for greater speed and quality.</span></p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Fund open source projects",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Fund open source projects</h3>",
      "firstParagraph": "Become an open source partner and support the tools and libraries that power your work.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Become an open source partner and support the tools and libraries that power your work.</span></p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "From startups to enterprises, GitHub scales with teams of any size in any industry.",
      "headingHtml": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>From startups to enterprises, <span>GitHub scales with teams of any size in any industry.</span></div></h2>",
      "firstParagraph": "Figma streamlines development and strengthens security",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq lp-CustomerStories-description\">Figma streamlines development and strengthens security</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Footnotes",
      "headingHtml": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--2___TFg09 Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC visually-hidden\" id=\"footnote-label\">Footnotes</h2>",
      "firstParagraph": "GitHub internal customer data, 2025.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--100___csEom Primer_Brand__Footnotes-module__FootnotesItem__citationText___s2efV\">GitHub internal customer data, 2025.<a href=\"#footnote-1-ref-0\" class=\"Primer_Brand__InlineLink-module__InlineLink___U_Ama\" aria-label=\"Back to content\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"octicon octicon-reply Primer...",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Site-wide Links",
      "headingHtml": "<h2 class=\"sr-only\">Site-wide Links</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Subscribe to our developer newsletter",
      "headingHtml": "<h3 class=\"h5 tmp-mt-4 mb-0\" id=\"subscribe-to-newsletter\">Subscribe to our developer newsletter</h3>",
      "firstParagraph": "Get tips, technical guides, and best practices. Twice a month.",
      "paragraphHtml": "<p class=\"f5 color-fg-muted tmp-mb-3\">Get tips, technical guides, and best practices. Twice a month.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h3 class=\"h5 tmp-mb-3 text-mono color-fg-muted text-normal\" id=\"footer-title-product\"> Platform </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Ecosystem",
      "headingHtml": "<h3 class=\"h5 tmp-mb-3 text-mono color-fg-muted text-normal\" id=\"footer-title-platform\"> Ecosystem </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Support",
      "headingHtml": "<h3 class=\"h5 tmp-mb-3 text-mono color-fg-muted text-normal\" id=\"footer-title-support\"> Support </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h3 class=\"h5 tmp-mb-3 text-mono color-fg-muted text-normal\" id=\"footer-title-company\"> Company </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 50/100 and needs improvement.

3 Warning

Needs attention

AEO: Question-led structure

Warning
01

Issue

26 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Question-led structure scored 50/100 and needs improvement.

Evidence
{
  "h2Count": 11,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 60/100 and needs improvement.

3 Warning

Needs attention

AEO: Answer evidence and trust

Warning
01

Issue

Missing AIO trust signals: author, publisher.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer evidence and trust

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer evidence and trust scored 60/100 and needs improvement.

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [
    "2026",
    "2024-02"
  ],
  "aboutLinks": [
    {
      "href": "/security/advanced-security/code-security",
      "text": "Learn about GitHub Code Security",
      "html": "<a class=\"Primer_Brand__Link-module__Link___lvKjM Primer_Brand__Link-module__Link--accent___FWEDd Primer_Brand__Link-module__Link--arrow-end___l0EPS Primer_Brand__Pillar-module__Pillar__link___yiBNY lp-SectionTemplate-content-link\" href=\"/security/advanced-security/code-security\" data-analytics-event=\"{&quot;action&quot;:&quot;learn_about_github_code_security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;features&quot;,&quot;location&quot;:&quot;security&quot;,&quot;label&q..."
    },
    {
      "href": "/security/advanced-security/software-supply-chain",
      "text": "Learn about Dependabot",
      "html": "<a class=\"Primer_Brand__Link-module__Link___lvKjM Primer_Brand__Link-module__Link--accent___FWEDd Primer_Brand__Link-module__Link--arrow-end___l0EPS Primer_Brand__Pillar-module__Pillar__link___yiBNY lp-SectionTemplate-content-link\" href=\"/security/advanced-security/software-supply-chain\" data-analytics-event=\"{&quot;action&quot;:&quot;learn_about_dependabot&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;features&quot;,&quot;location&quot;:&quot;security&quot;,&quot;label&quo..."
    },
    {
      "href": "/security/advanced-security/secret-protection",
      "text": "Learn about GitHub Secret Protection",
      "html": "<a class=\"Primer_Brand__Link-module__Link___lvKjM Primer_Brand__Link-module__Link--accent___FWEDd Primer_Brand__Link-module__Link--arrow-end___l0EPS Primer_Brand__Pillar-module__Pillar__link___yiBNY lp-SectionTemplate-content-link\" href=\"/security/advanced-security/secret-protection\" data-analytics-event=\"{&quot;action&quot;:&quot;learn_about_github_secret_protection&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;features&quot;,&quot;location&quot;:&quot;security&quot;,&quot..."
    },
    {
      "href": "https://docs.github.com/get-started/exploring-integrations/about-building-integrations",
      "text": "Developer API",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;dev-api&quot;,&quot;context&quot;:&quot;ecosystem&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;dev-api_link_ecosystem_footer&quot;}\" href=\"https://docs.github.com/get-started/exploring-integrations/about-building-integrations\">Developer API</a>"
    },
    {
      "href": "https://github.com/about",
      "text": "About",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;about&quot;,&quot;context&quot;:&quot;company&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;about_link_company_footer&quot;}\" href=\"https://github.com/about\">About</a>"
    },
    {
      "href": "/about/diversity",
      "text": "Inclusion",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;inclusion&quot;,&quot;context&quot;:&quot;company&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;inclusion_link_company_footer&quot;}\" href=\"/about/diversity\">Inclusion</a>"
    },
    {
      "href": "https://www.linkedin.com/company/github",
      "text": "GitHub on LinkedIn",
      "html": "<a href=\"https://www.linkedin.com/company/github\" class=\"footer-social-icon d-block Link--outlineOffset\" data-analytics-event=\"{&quot;category&quot;:&quot;Footer&quot;,&quot;action&quot;:&quot;go to Linkedin&quot;,&quot;label&quot;:&quot;text:linkedin&quot;}\"> <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 19 18\" aria-hidden=\"true\" class=\"d-block\" width=\"19\" height=\"18\"><path d=\"M3.94 2A2 2 0 1 1 2 0a2 2 0 0 1 1.94 2zM4 5.48H0V18h4zm6.32 0H6.34V18h3.94v-6.57c0-3.66 4.77-4 4.77 0V18H19v-..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.github.com",
      "text": "Customer support",
      "html": "<a href=\"https://support.github.com\" data-analytics-event=\"{&quot;action&quot;:&quot;customer_support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;customer_support_link_resources_navbar&quot;}\" class=\"NavLink-module__link__EG3d4\" target=\"_blank\" rel=\"noreferrer\"><span class=\"NavLink-module__title__Q7t0p\">Customer support</span><svg data-component=\"Octicon\" aria-hidden=\"true\" focusable=\"false\" c..."
    },
    {
      "href": "https://github.com/premium-support",
      "text": "Premium SupportEnterprise-grade 24/7 support",
      "html": "<a href=\"https://github.com/premium-support\" data-analytics-event=\"{&quot;action&quot;:&quot;premium_support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;premium_support_link_enterprise_navbar&quot;}\" class=\"NavLink-module__link__EG3d4\"><div class=\"NavLink-module__text__XvpLQ\"><svg data-component=\"Octicon\" aria-hidden=\"true\" focusable=\"false\" class=\"octicon octicon-comment-discussion NavLink-m..."
    },
    {
      "href": "/enterprise/premium-support",
      "text": "Premium Support",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;premium_support&quot;,&quot;context&quot;:&quot;support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;premium_support_link_support_footer&quot;}\" href=\"/enterprise/premium-support\">Premium Support</a>"
    },
    {
      "href": "https://support.github.com?tags=dotcom-footer",
      "text": "Contact GitHub",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;contact_github&quot;,&quot;context&quot;:&quot;support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;contact_github_link_support_footer&quot;}\" href=\"https://support.github.com?tags=dotcom-footer\">Contact GitHub</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://docs.github.com/site-policy/github-terms/github-terms-of-service",
      "text": "Terms",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;terms&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;terms_link_subfooter_footer&quot;}\" href=\"https://docs.github.com/site-policy/github-terms/github-terms-of-service\">Terms</a>"
    },
    {
      "href": "https://docs.github.com/site-policy/privacy-policies/github-privacy-statement",
      "text": "Privacy",
      "html": "<a class=\"Link--secondary\" data-analytics-event=\"{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;privacy&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;privacy_link_subfooter_footer&quot;}\" href=\"https://docs.github.com/site-policy/privacy-policies/github-privacy-statement\">Privacy</a>"
    }
  ],
  "score": 60,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

GEO: Explanatory content depth scored 75/100 and needs improvement.

2 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

No substantial explanatory paragraphs were found.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Explanatory content depth scored 75/100 and needs improvement.

Evidence
{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 75/100 and needs improvement.

2 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: github, change, constant, keeps, ahead, search, code, repositories, users, issues, pull, requests.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Entity and definition clarity

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Entity and definition clarity scored 75/100 and needs improvement.

Evidence
{
  "title": "GitHub · Change is constant. GitHub keeps you ahead. · GitHub",
  "h1": "Search code, repositories, users, issues, pull requests...",
  "description": "Join the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity.",
  "topicOverlap": 0,
  "definitionCount": 6,
  "topicTerms": [
    "github",
    "change",
    "constant",
    "keeps",
    "ahead",
    "search",
    "code",
    "repositories",
    "users",
    "issues",
    "pull",
    "requests"
  ],
  "descriptionTerms": [
    "join",
    "world",
    "most",
    "widely",
    "adopted",
    "powered",
    "developer",
    "platform",
    "where",
    "millions",
    "developers",
    "businesses",
    "largest",
    "open",
    "source",
    "community",
    "build",
    "software",
    "advances",
    "humanity"
  ],
  "missingFromDescription": [
    "github",
    "change",
    "constant",
    "keeps",
    "ahead",
    "search",
    "code",
    "repositories",
    "users",
    "issues",
    "pull",
    "requests"
  ],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 70/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

24 image(s) are missing width/height attributes. 12 possible modal/interstitial element(s) detected.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Page experience for AIO

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Page experience for AIO scored 70/100 and needs improvement.

Evidence
{
  "viewportContent": "width=device-width",
  "visibleWords": 1258,
  "htmlBytes": 595237,
  "imagesMissingDimensions": [
    {
      "src": "https://github.githubassets.com/assets/particles-170bd1fd231f4669.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img class=\"particles\" src=\"https://github.githubassets.com/assets/particles-170bd1fd231f4669.png\" alt aria-hidden=\"true\" loading=\"lazy\">"
    },
    {
      "src": "//images.ctfassets.net/8aevphvgewt8/g1XhuDG7foMyNWIEIpGJj/b40a790b854d0803704deb7905b1bd82/logo-duolingo-14477f9e54a6.svg",
      "width": "",
      "height": "32",
      "loading": "lazy",
      "html": "<img alt=\"Duolingo\" class=\"Primer_Brand__Image-module__Image___FgVuK\" height=\"32\" src=\"//images.ctfassets.net/8aevphvgewt8/g1XhuDG7foMyNWIEIpGJj/b40a790b854d0803704deb7905b1bd82/logo-duolingo-14477f9e54a6.svg\" loading=\"lazy\" decoding=\"async\" size=\"32\">"
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    "<template id=\"site-details-dialog\"> <details class=\"details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm\" open> <summary role=\"button\" aria-label=\"Close dialog\"></summary> <details-dialog class=\"Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal\"> <button class=\"Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0\" type=\"button\" aria-label=\"Close dialog\" data-close-dialog> <svg aria-hidden=\"true\" data-component=\"Octicon...",
    "<details-dialog class=\"Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal\"> <button class=\"Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0\" type=\"button\" aria-label=\"Close dialog\" data-close-dialog> <svg aria-hidden=\"true\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-x\"> <path d=\"M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0...",
    "<div class=\"octocat-spinner tmp-my-6 js-details-dialog-spinner\"></div>"
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  "score": 70,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

AIO: Answer block readiness scored 65/100 and needs improvement.

2 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

26 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Answer block readiness scored 65/100 and needs improvement.

Evidence
{
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  "passing": 2,
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      "firstParagraph": "",
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      "paragraphHtml": "",
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    {
      "heading": "Code instantly from anywhere",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Code instantly from anywhere</h3>",
      "firstParagraph": "Launch a full, cloud-based development environment in seconds.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Launch a full, cloud-based development environment in seconds.</span></p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Keep momentum on the go",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Keep momentum on the go</h3>",
      "firstParagraph": "Manage projects and assign tasks to Copilot, all from your mobile device.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Manage projects and assign tasks to Copilot, all from your mobile device.</span></p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Shape your toolchain",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Shape your toolchain</h3>",
      "firstParagraph": "Extend your stack with apps, actions, and AI models.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Extend your stack with apps, actions, and AI models.</span></p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Built-in application security where found means fixed",
      "headingHtml": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Built-in application security where found means fixed</div></h2>",
      "firstParagraph": "Use AI to find and fix vulnerabilities so your team can ship more secure software faster.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq Primer_Brand__SectionIntro-module__SectionIntro-description___Sz93l lp-SectionIntro-description\"><span>Use AI to find and fix vulnerabilities so your team can ship more secure software faster.</span></p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Apply fixes in seconds. Spend less time debugging and more time building features with Copilot Autofix.",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__Heading-module__Heading--weight-semibold___NMvbh lp-SectionHero-text-title\">Apply fixes in seconds. <span>Spend less time debugging and more time building features with Copilot Autofix.</span></h3>",
      "firstParagraph": "Security debt, solved. Leverage security campaigns and Copilot Autofix to reduce application vulnerabilities.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq Primer_Brand__Pillar-module__Pillar__description___BPMTa Security-pillarDescription\"><span class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Prime...",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Work together, achieve more",
      "headingHtml": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Work together, achieve more</div></h2>",
      "firstParagraph": "From planning and discussion to code review, GitHub keeps your team’s conversation and context next to your code.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq Primer_Brand__SectionIntro-module__SectionIntro-description___Sz93l lp-SectionIntro-description\"><span>From planning and discussion to code review, GitHub keeps your team&#x2019;s conversation and context next to your code.</span></p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Plan with clarity. Organize everything from high-level roadmaps to everyday tasks.",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__Heading-module__Heading--weight-semibold___NMvbh\"><span class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--400___y7m4l...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Keep track of your tasks",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Keep track of your tasks</h3>",
      "firstParagraph": "Create issues and manage projects with tools that adapt to your code.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Create issues and manage projects with tools that adapt to your code.</span></p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Share ideas and ask questions",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Share ideas and ask questions</h3>",
      "firstParagraph": "Create space for open-ended conversations alongside your project.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Create space for open-ended conversations alongside your project.</span></p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Review code changes together",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Review code changes together</h3>",
      "firstParagraph": "Assign initial reviews to Copilot for greater speed and quality.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Assign initial reviews to Copilot for greater speed and quality.</span></p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Fund open source projects",
      "headingHtml": "<h3 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--6___FEQ_V Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC lp-AccordionItem-heading\">Fund open source projects</h3>",
      "firstParagraph": "Become an open source partner and support the tools and libraries that power your work.",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--300___TBQTB Primer_Brand__Text-module__Text--antialiased___fYDxq\"><span>Become an open source partner and support the tools and libraries that power your work.</span></p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "From startups to enterprises, GitHub scales with teams of any size in any industry.",
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      "firstParagraph": "Figma streamlines development and strengthens security",
      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--default___DChoE Primer_Brand__Text-module__Text--200___XAIGT Primer_Brand__Text-module__Text--antialiased___fYDxq lp-CustomerStories-description\">Figma streamlines development and strengthens security</p>",
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      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Footnotes",
      "headingHtml": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--2___TFg09 Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC visually-hidden\" id=\"footnote-label\">Footnotes</h2>",
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      "paragraphHtml": "<p class=\"Primer_Brand__Text-module__Text___pecHN Primer_Brand__Text-module__Text-font--mona-sans___GpzSG Primer_Brand__Text-module__Text--muted___lTaVa Primer_Brand__Text-module__Text--100___csEom Primer_Brand__Footnotes-module__FootnotesItem__citationText___s2efV\">GitHub internal customer data, 2025.<a href=\"#footnote-1-ref-0\" class=\"Primer_Brand__InlineLink-module__InlineLink___U_Ama\" aria-label=\"Back to content\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"octicon octicon-reply Primer...",
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      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Site-wide Links",
      "headingHtml": "<h2 class=\"sr-only\">Site-wide Links</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Subscribe to our developer newsletter",
      "headingHtml": "<h3 class=\"h5 tmp-mt-4 mb-0\" id=\"subscribe-to-newsletter\">Subscribe to our developer newsletter</h3>",
      "firstParagraph": "Get tips, technical guides, and best practices. Twice a month.",
      "paragraphHtml": "<p class=\"f5 color-fg-muted tmp-mb-3\">Get tips, technical guides, and best practices. Twice a month.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h3 class=\"h5 tmp-mb-3 text-mono color-fg-muted text-normal\" id=\"footer-title-product\"> Platform </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Ecosystem",
      "headingHtml": "<h3 class=\"h5 tmp-mb-3 text-mono color-fg-muted text-normal\" id=\"footer-title-platform\"> Ecosystem </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Support",
      "headingHtml": "<h3 class=\"h5 tmp-mb-3 text-mono color-fg-muted text-normal\" id=\"footer-title-support\"> Support </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h3 class=\"h5 tmp-mb-3 text-mono color-fg-muted text-normal\" id=\"footer-title-company\"> Company </h3>",
      "firstParagraph": "",
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      "direct": false,
      "issue": "No paragraph follows this heading."
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  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

AEO: Answer intent coverage scored 70/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer intent coverage

Warning
01

Issue

Missing likely AI Overview intent sections: what, how, cost, compare.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer intent coverage scored 70/100 and needs improvement.

Evidence
{
  "headings": [
    {
      "text": "Navigation Menu",
      "html": "<h2 class=\"sr-only\">Navigation Menu</h2>"
    },
    {
      "text": "Use saved searches to filter your results more quickly",
      "html": "<h2 id=\"custom-scopes-dialog-description\" class=\"Overlay-description\">Use saved searches to filter your results more quickly</h2>"
    },
    {
      "text": "GitHub features",
      "html": "<h2 class=\"visually-hidden\">GitHub features</h2>"
    },
    {
      "text": "GitHub customers",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--subhead-large____C6GZ Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__LogoSuite-module__LogoSuite__heading___s2Xyw Primer_Brand__LogoSuite-module__LogoSuite__heading--visually-hidden___pTR4r visually-hidden\">GitHub customers</h2>"
    },
    {
      "text": "Accelerate your entire workflow",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Accelerate your entire workflow</div></h2>"
    },
    {
      "text": "Built-in application security where found means fixed",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Built-in application security where found means fixed</div></h2>"
    },
    {
      "text": "Work together, achieve more",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Work together, achieve more</div></h2>"
    },
    {
      "text": "From startups to enterprises, GitHub scales with teams of any size in any industry.",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>From startups to enterprises, <span>GitHub scales with teams of any size in any industry.</span></div></h2>"
    },
    {
      "text": "Millions of developers and businesses call GitHub home",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__CTABanner-module__CTABanner-heading___JYhUV\">Millions of developers and businesses call GitHub home</h2>"
    },
    {
      "text": "Footnotes",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--2___TFg09 Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC visually-hidden\" id=\"footnote-label\">Footnotes</h2>"
    },
    {
      "text": "Site-wide Links",
      "html": "<h2 class=\"sr-only\">Site-wide Links</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is GitHub · Change is constant. GitHub keeps you...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does GitHub · Change is constant. GitHub keeps you... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use GitHub · Change is constant. GitHub keeps you...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is GitHub · Change is constant. GitHub keeps you... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does GitHub · Change is constant. GitHub keeps you... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is GitHub · Change is constant. GitHub keeps you...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does GitHub · Change is constant. GitHub keeps you... work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is GitHub · Change is constant. GitHub keeps you... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does GitHub · Change is constant. GitHub keeps you... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational
01

Issue

Missing likely AI Overview intent sections: what, how, cost, compare.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Query intent coverage is informational for this page.

Evidence
{
  "headings": [
    {
      "text": "Navigation Menu",
      "html": "<h2 class=\"sr-only\">Navigation Menu</h2>"
    },
    {
      "text": "Use saved searches to filter your results more quickly",
      "html": "<h2 id=\"custom-scopes-dialog-description\" class=\"Overlay-description\">Use saved searches to filter your results more quickly</h2>"
    },
    {
      "text": "GitHub features",
      "html": "<h2 class=\"visually-hidden\">GitHub features</h2>"
    },
    {
      "text": "GitHub customers",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--subhead-large____C6GZ Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__LogoSuite-module__LogoSuite__heading___s2Xyw Primer_Brand__LogoSuite-module__LogoSuite__heading--visually-hidden___pTR4r visually-hidden\">GitHub customers</h2>"
    },
    {
      "text": "Accelerate your entire workflow",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Accelerate your entire workflow</div></h2>"
    },
    {
      "text": "Built-in application security where found means fixed",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Built-in application security where found means fixed</div></h2>"
    },
    {
      "text": "Work together, achieve more",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>Work together, achieve more</div></h2>"
    },
    {
      "text": "From startups to enterprises, GitHub scales with teams of any size in any industry.",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__SectionIntro-module__SectionIntro-heading___u6_Wl lp-SectionIntro-heading\"><div>From startups to enterprises, <span>GitHub scales with teams of any size in any industry.</span></div></h2>"
    },
    {
      "text": "Millions of developers and businesses call GitHub home",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--3___wsITu Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC Primer_Brand__CTABanner-module__CTABanner-heading___JYhUV\">Millions of developers and businesses call GitHub home</h2>"
    },
    {
      "text": "Footnotes",
      "html": "<h2 class=\"Primer_Brand__Heading-module__Heading___IVpmp Primer_Brand__Heading-module__Heading-font--mona-sans___SCnTx Primer_Brand__Heading-module__Heading--2___TFg09 Primer_Brand__Heading-module__Heading--textWrap-balance___AOKvC visually-hidden\" id=\"footnote-label\">Footnotes</h2>"
    },
    {
      "text": "Site-wide Links",
      "html": "<h2 class=\"sr-only\">Site-wide Links</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is GitHub · Change is constant. GitHub keeps you...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does GitHub · Change is constant. GitHub keeps you... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use GitHub · Change is constant. GitHub keeps you...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is GitHub · Change is constant. GitHub keeps you... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does GitHub · Change is constant. GitHub keeps you... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is GitHub · Change is constant. GitHub keeps you...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does GitHub · Change is constant. GitHub keeps you... work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is GitHub · Change is constant. GitHub keeps you... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does GitHub · Change is constant. GitHub keeps you... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational
01

Issue

IndexNow key is informational for this page.

02

Why it matters

IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

Verify that IndexNow ownership key placement is detectable when the site advertises it.

Result

IndexNow key is informational for this page.

Validation steps

  1. Find advertised IndexNow key location

    No IndexNow key location was advertised in HTML, Link headers, or robots.txt.

  2. Fetch and validate IndexNow key file

    No discoverable IndexNow key file was found.

Evidence
{
  "steps": [
    {
      "id": "advertised-location",
      "title": "Find advertised IndexNow key location",
      "status": "informational",
      "evidence": {
        "advertised": []
      },
      "issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
      "howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
    },
    {
      "id": "fetch-key",
      "title": "Fetch and validate IndexNow key file",
      "status": "informational",
      "evidence": {
        "advertised": [],
        "checked": []
      },
      "issue": "No discoverable IndexNow key file was found.",
      "howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
    }
  ]
}

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth / OIDC discovery

Informational
01

Issue

OAuth / OIDC discovery was not found at the expected path.

02

Why it matters

OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.

Result

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Validation steps

  1. Fetch to find resource

    OAuth / OIDC discovery was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 9
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/plain; charset=utf-8",
            "length": 9
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 13,
    "signals": [
      {
        "source": "form:action",
        "weight": 4,
        "match": "auth form action"
      },
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth Protected Resource

Informational
01

Issue

The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

02

Why it matters

Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.

Result

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Validation steps

  1. Fetch protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  2. Validate protected resource metadata

    Response is not valid JSON.

  3. Validate protected resource identity

    Protected resource metadata `resource` did not match the resource identifier used to retrieve it.

  4. Probe protected API Bearer challenge

    No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/plain; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "Not Found"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://github.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://github.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://github.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://github.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 13,
    "signals": [
      {
        "source": "form:action",
        "weight": 4,
        "match": "auth form action"
      },
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

33 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

23.1 s

Fix guidance

Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).

Evidence
{
  "displayValue": "23.1 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 23083.103999999934
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

24 Fail

Check name

Loading performance

Score

27/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.

Evidence
{
  "checks": [
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 0,
      "displayValue": "5.8 s",
      "numericValue": 5757.6466
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 2,
      "displayValue": "7.0 s",
      "numericValue": 7009.068650000001
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "17.3 s",
      "numericValue": 17294.639478753183
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "28,750 ms",
      "numericValue": 28745.5
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "3,500 ms",
      "numericValue": 3497
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 360 ms",
      "numericValue": 355.801
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 0,
      "displayValue": "44.9 s",
      "numericValue": 44853.1966
    },
    {
      "id": "uses-rel-preconnect",
      "title": "Preconnect to required origins",
      "score": 100
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "0 ms",
      "numericValue": 0.049999999999999996
    },
    {
      "id": "third-party-summary",
      "title": "Reduce the impact of third-party code",
      "score": 0,
      "displayValue": "Third-party code blocked the main thread for 20,530 ms"
    },
    {
      "id": "largest-contentful-paint-element",
      "title": "Largest Contentful Paint element",
      "score": 0,
      "displayValue": "7,010 ms"
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Image elements do not have explicit `width` and `height`

17 Warning

Check name

Image elements do not have explicit `width` and `height`

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)

Evidence
{
  "description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}

Fix with MCP or CLI

Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.

Score history

Public scan score over time

Public reports for this website origin. Select any point or report link to open that canonical report.

1 reports
Public score history report links
Scan dateScoreReadinessReport
44/100Level 2, Agent-LimitedCurrent report
Report ID 923bf9e4-c3ed-43e4-9a83-63e3173ef664. Scanned Jun 7, 2026, 2:53 AM.
github.com AI SEO Report: 44/100 (Level 2, Agent-Limited)