{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"github-mcp-server","slug":"github-mcp-server","name":"GitHub MCP Server","type":"mcp","url":"https://github.com/modelcontextprotocol/servers/tree/main/src/github","page_url":"https://unfragile.ai/github-mcp-server","categories":["mcp-servers"],"tags":["github","git","official","reference"],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"github-mcp-server__cap_0","uri":"capability://tool.use.integration.github.repository.metadata.and.file.retrieval.via.mcp.protocol","name":"github repository metadata and file retrieval via mcp protocol","description":"Exposes GitHub repository structure, file contents, and metadata through MCP's standardized Tools and Resources primitives, using the official GitHub REST API as the backend transport layer. The server implements JSON-RPC message routing to translate MCP tool invocations into authenticated GitHub API calls, with built-in pagination and error handling for large repositories. Supports both public and authenticated access patterns depending on provided credentials.","intents":["I need an LLM to read and analyze code files from a GitHub repository without direct API access","I want to give Claude or another LLM the ability to inspect repository structure and file contents as part of a larger workflow","I need to integrate GitHub data access into an MCP-compatible client application"],"best_for":["AI agents and LLM applications that need read-only GitHub repository access","Teams building MCP clients that require GitHub integration as a reference implementation","Developers prototyping LLM-driven code analysis tools"],"limitations":["Reference implementation only — not optimized for production workloads with high API rate limits","Requires valid GitHub authentication token for private repositories; public repo access may have lower rate limits","No built-in caching layer — each file read triggers a fresh API call, increasing latency for repeated access patterns","File size limits inherited from GitHub API (typically 1MB per file); binary files not supported"],"requires":["GitHub account with API token (personal access token or OAuth token)","MCP-compatible client (Claude Desktop, custom MCP client, etc.)","Network connectivity to api.github.com","Python 3.9+ (server runs as Python process)"],"input_types":["repository owner/name (string)","file paths (string)","branch/ref names (string)","GitHub API query parameters (structured)"],"output_types":["file contents (text/code)","repository metadata (JSON)","directory listings (structured)","API error responses (JSON)"],"categories":["tool-use-integration","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_1","uri":"capability://tool.use.integration.github.issue.and.pull.request.creation.with.structured.metadata","name":"github issue and pull request creation with structured metadata","description":"Implements MCP Tools that accept structured input (title, body, labels, assignees, milestones) and translate them into GitHub API POST requests to create issues and PRs. The server validates input schemas before submission and returns the created resource's full metadata including URL, number, and state. Supports templating and default values for common fields.","intents":["I want an LLM to automatically create GitHub issues from analysis results or bug reports","I need to enable AI agents to file pull requests programmatically with proper metadata","I want to automate issue creation with consistent labels and assignees based on LLM-generated content"],"best_for":["Automated bug reporting and issue triage workflows driven by LLMs","AI-assisted code review systems that need to create follow-up issues","Teams using LLMs to generate structured GitHub artifacts from unstructured input"],"limitations":["Requires write permissions on target repository — token must have repo:write scope","No support for draft PRs or advanced GitHub features (auto-merge, required reviewers)","Cannot create issues in archived repositories or those with branch protection rules","Rate limited by GitHub API (60 requests/hour for unauthenticated, 5000/hour for authenticated)"],"requires":["GitHub personal access token with repo:write scope","Target repository must be accessible to the authenticated user","MCP client with tool invocation support","Python 3.9+"],"input_types":["issue title (string, required)","issue body (markdown string, optional)","labels (array of strings, optional)","assignees (array of GitHub usernames, optional)","milestone (string, optional)","pull request base branch (string, for PR creation)"],"output_types":["created issue/PR metadata (JSON with id, number, url, state)","error responses with validation details (JSON)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_10","uri":"capability://tool.use.integration.github.file.operations.with.conflict.detection.and.merge.simulation","name":"github file operations with conflict detection and merge simulation","description":"Implements MCP Tools for reading, writing, and deleting files in GitHub repositories with built-in conflict detection and merge simulation. The server supports creating commits with multiple file changes, validates file paths against repository structure, and can simulate merges to detect conflicts before attempting them. Supports both direct commits and pull request-based changes.","intents":["I want an LLM to make code changes to a repository with conflict detection","I need to simulate a merge to check for conflicts before creating a PR","I want to batch multiple file changes into a single commit"],"best_for":["Automated code modification workflows driven by LLMs","AI-assisted refactoring and code generation systems","Collaborative LLM agents that need to coordinate file changes"],"limitations":["File writes limited to text files; binary file modifications not supported","Conflict detection is best-effort; complex merge scenarios may not be detected","Merge simulation does not account for concurrent changes; race conditions possible","Large batch operations (>100 files) may timeout; chunking required","Cannot preserve file permissions or special git attributes"],"requires":["GitHub token with repo:write and contents:write scopes","Repository must allow direct commits or PR creation","Python 3.9+"],"input_types":["file path (string)","file content (text string)","commit message (string)","branch name (string, optional)","merge base (string, for merge simulation)"],"output_types":["commit metadata (JSON with SHA, author, message)","conflict report (JSON with conflicting files and line ranges)","merge simulation result (JSON with success/failure and conflict details)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_11","uri":"capability://tool.use.integration.webhook.and.event.subscription.management","name":"webhook and event subscription management","description":"Implements MCP tools for creating, updating, and listing GitHub webhooks with support for event filtering and payload configuration. Enables AI systems to subscribe to repository events (push, pull request, issue, etc.) and configure webhook delivery, supporting both HTTP POST and GitHub App event delivery mechanisms with automatic payload validation.","intents":["I want my AI system to subscribe to repository events and react to changes in real-time","I need to configure webhooks to trigger automated workflows based on GitHub events","I want to manage event subscriptions and webhook delivery without manual GitHub UI configuration"],"best_for":["Event-driven AI automation and real-time response workflows","Webhook configuration and management automation","Integration with external systems triggered by GitHub events"],"limitations":["Webhook delivery is not guaranteed — GitHub uses best-effort delivery with exponential backoff retries","Webhook payloads are limited to 25MB — large payloads may be truncated","Event filtering is limited to predefined event types — custom event filtering requires application-level logic","Webhook secrets must be managed separately — no automatic secret rotation"],"requires":["GitHub API token with 'admin:repo_hook' scope","Repository admin access","Valid webhook URL (must be publicly accessible HTTPS endpoint)","Valid event types (push, pull_request, issues, etc.)"],"input_types":["Webhook URL (HTTPS)","Event types (array of GitHub event names)","Webhook secret (optional, for HMAC validation)","Active flag (to enable/disable webhook)"],"output_types":["Webhook object with ID, URL, events, and configuration","Webhook delivery history and status","Recent deliveries with request/response details","List of webhooks with pagination"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_2","uri":"capability://tool.use.integration.github.branch.and.ref.management.with.conflict.detection","name":"github branch and ref management with conflict detection","description":"Exposes MCP Tools for creating, deleting, and listing branches, with built-in validation that checks for naming conflicts and protected branch rules before attempting operations. The server queries GitHub's branch protection settings and returns detailed status including whether a branch is protected, has required status checks, or is the default branch. Supports both simple branch creation from HEAD and creation from arbitrary commit SHAs.","intents":["I need an LLM to create feature branches for automated code changes without conflicting with existing branches","I want to check if a branch is protected before attempting to delete it","I need to list all branches and their protection status to inform LLM decision-making"],"best_for":["Automated code change workflows that need branch lifecycle management","LLM-driven CI/CD systems that create branches for feature development","Teams implementing AI-assisted git workflows with safety guardrails"],"limitations":["Cannot bypass branch protection rules — operations fail if branch is protected","No support for branch renames or complex merge strategies","Branch listing returns only first 100 branches by default; pagination required for larger repos","Cannot create branches with names containing invalid git characters; validation is client-side only"],"requires":["GitHub token with repo:write scope for branch creation/deletion","repo:read scope minimum for branch listing","Target repository must allow branch operations (not archived)","Python 3.9+"],"input_types":["branch name (string, required)","source ref/commit SHA (string, optional, defaults to default branch)","repository owner/name (string)"],"output_types":["branch metadata (JSON with name, commit SHA, protection status)","list of branches (array of branch objects)","error responses indicating protection violations (JSON)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_3","uri":"capability://search.retrieval.github.search.across.repositories.issues.and.code.with.result.ranking","name":"github search across repositories, issues, and code with result ranking","description":"Implements MCP Tools that translate natural language or structured search queries into GitHub's advanced search syntax (using qualifiers like language:, stars:, created:, etc.), execute searches via the GitHub Search API, and return ranked results with relevance metadata. The server handles pagination and result deduplication, supporting searches across code, issues, pull requests, and repositories. Results include context snippets and match highlighting.","intents":["I want an LLM to find similar code patterns or implementations across GitHub","I need to search for issues related to a specific topic or error message","I want to discover repositories matching certain criteria (language, stars, activity) for analysis"],"best_for":["LLM-driven code discovery and analysis workflows","Automated research tools that need to find relevant GitHub resources","AI agents building knowledge bases from GitHub data"],"limitations":["GitHub Search API has strict rate limits (10 requests/minute for authenticated users)","Search results capped at 1000 items maximum; cannot paginate beyond this","Code search limited to public repositories; private repo code search not supported","Search index has ~30-second lag; very recent commits may not appear in results","Complex queries with many qualifiers may timeout or return incomplete results"],"requires":["GitHub token (authenticated search has higher rate limits)","Network connectivity to api.github.com","Understanding of GitHub search syntax for advanced queries","Python 3.9+"],"input_types":["search query (string, supports GitHub search syntax)","search type (code|issues|pulls|repos, enum)","sort order (stars|forks|updated, optional)","language filter (optional)"],"output_types":["search results array (JSON with match snippets, URLs, metadata)","result count and pagination info (JSON)","error responses for malformed queries (JSON)"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_4","uri":"capability://search.retrieval.github.commit.history.and.diff.retrieval.with.semantic.context","name":"github commit history and diff retrieval with semantic context","description":"Exposes MCP Tools that retrieve commit history for files or branches, fetch full commit diffs, and provide semantic context about changes (files modified, lines added/removed, commit message parsing). The server supports filtering by author, date range, and commit message patterns. Diffs are returned in unified format with optional syntax highlighting context for code changes.","intents":["I need an LLM to understand the evolution of a code file by examining its commit history","I want to find commits that modified specific functionality or introduced a bug","I need to analyze what changed between two commits to understand code impact"],"best_for":["LLM-driven code archaeology and debugging workflows","Automated code review systems that need historical context","AI agents analyzing code change patterns and impact"],"limitations":["Large diffs (>1000 lines) may be truncated or paginated; full diff retrieval requires multiple requests","Commit history limited to 100 commits per request by default; pagination required for deeper history","Binary file diffs not supported; only text-based diffs returned","Merge commits return combined diff; individual parent diffs not available","Performance degrades for repositories with very long histories (>100k commits)"],"requires":["GitHub token with repo:read scope","Target repository accessible to authenticated user","Python 3.9+"],"input_types":["file path (string, optional — if omitted, returns repo-wide history)","branch/ref name (string, optional, defaults to default branch)","author filter (string, optional)","date range (ISO 8601 strings, optional)","commit message pattern (regex, optional)"],"output_types":["commit array (JSON with SHA, author, date, message, files changed)","unified diff format (text with +/- lines)","semantic change summary (JSON with file counts, line counts)"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_5","uri":"capability://tool.use.integration.github.pull.request.review.and.approval.workflow.integration","name":"github pull request review and approval workflow integration","description":"Implements MCP Tools for submitting PR reviews (approve, request changes, comment), retrieving PR review status and reviewer assignments, and checking merge eligibility based on required status checks and review requirements. The server validates review state transitions and returns detailed PR status including CI/CD check results, required reviewers, and merge conflict status.","intents":["I want an LLM to submit code reviews with structured feedback on pull requests","I need to check if a PR is ready to merge based on review and CI status","I want to assign reviewers or request changes programmatically"],"best_for":["Automated code review systems powered by LLMs","AI-assisted PR triage and merge decision workflows","Teams implementing LLM-driven quality gates"],"limitations":["Cannot dismiss reviews or override required reviewers — only submit new reviews","Review comments cannot be edited after submission; only new comments can be added","Cannot request specific reviewers if branch protection requires code owners — only suggests reviewers","Merge eligibility check is point-in-time; status may change between check and actual merge","Cannot trigger or re-run CI/CD checks; only reads their status"],"requires":["GitHub token with pull-requests:write scope","PR must be open and in a reviewable state","Authenticated user must have write access to repository","Python 3.9+"],"input_types":["PR number (integer)","review event (APPROVE|REQUEST_CHANGES|COMMENT, enum)","review body (markdown string, optional)","commit SHA to review (string, optional)"],"output_types":["review metadata (JSON with reviewer, event, timestamp)","PR status (JSON with review count, CI status, merge eligibility)","required checks status (array of check objects with pass/fail state)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_6","uri":"capability://tool.use.integration.github.webhook.and.event.stream.integration.via.mcp.resources","name":"github webhook and event stream integration via mcp resources","description":"Exposes GitHub repository events (push, pull_request, issues, etc.) as MCP Resources that can be subscribed to and polled by clients. The server maintains an in-memory event buffer and provides filtering by event type, actor, and timestamp. Events are returned in GitHub's standard webhook payload format, enabling LLM clients to react to repository activity without polling the REST API repeatedly.","intents":["I want an LLM agent to react to new pull requests or issues in real-time","I need to stream GitHub events to an LLM for continuous monitoring and analysis","I want to trigger LLM workflows based on specific GitHub events (e.g., new PR from external contributor)"],"best_for":["Event-driven LLM agents that monitor GitHub repositories","Continuous code analysis systems that react to repository changes","Teams building GitHub-integrated AI assistants"],"limitations":["In-memory event buffer has limited capacity (typically 100-1000 events); older events are discarded","No persistent event storage — events lost if server restarts","Requires server to be running and connected to GitHub; cannot backfill historical events","Event delivery is best-effort; no guaranteed delivery or ordering across multiple event types","Webhook setup requires manual configuration on GitHub repository settings"],"requires":["GitHub token with repo:read and admin:repo_hook scopes (for webhook setup)","MCP server must be running and accessible (for webhook delivery)","Network connectivity from GitHub to server (for webhook pushes)","Python 3.9+"],"input_types":["event type filter (push|pull_request|issues|etc., optional)","actor filter (GitHub username, optional)","timestamp range (ISO 8601, optional)"],"output_types":["GitHub webhook payload (JSON with event details, actor, repository, action)","event stream (array of events with timestamps)","event count and buffer status (JSON)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_7","uri":"capability://tool.use.integration.github.user.and.organization.metadata.retrieval.with.permission.checking","name":"github user and organization metadata retrieval with permission checking","description":"Implements MCP Tools that retrieve user profiles, organization membership, team assignments, and permission levels for authenticated users and collaborators. The server queries GitHub's users and orgs APIs and caches results to reduce API calls. Includes permission checking to determine if a user can perform specific actions (push to branch, merge PR, etc.) on a repository.","intents":["I need an LLM to understand who has access to a repository and their permission levels","I want to check if a specific user can perform an action before attempting it","I need to retrieve organization structure and team membership for access control decisions"],"best_for":["Access control and permission validation workflows in LLM agents","Automated onboarding or offboarding systems that need to verify permissions","Security-focused LLM applications that audit repository access"],"limitations":["Permission checking is based on cached role data; real-time permission changes may not be reflected immediately","Cannot retrieve private organization membership unless authenticated as org member","User profile data limited to public information; private profile fields not accessible","Team membership queries limited to teams the authenticated user is a member of","No support for fine-grained personal access token (PAT) permissions; only legacy scope-based permissions"],"requires":["GitHub token with user:read and org:read scopes","Python 3.9+"],"input_types":["username (string)","organization name (string, optional)","repository owner/name (string, for permission checking)"],"output_types":["user profile (JSON with login, name, avatar, public repos count)","organization metadata (JSON with name, members count, public repos)","permission level (enum: admin|maintain|write|triage|read|none)","team assignments (array of team objects)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_8","uri":"capability://tool.use.integration.github.release.and.tag.management.with.semantic.versioning.support","name":"github release and tag management with semantic versioning support","description":"Exposes MCP Tools for creating releases, managing tags, and retrieving release history with semantic version parsing. The server validates version strings against semver patterns, supports draft and pre-release flags, and can generate release notes from commit history or accept custom markdown. Supports asset uploads and release asset retrieval.","intents":["I want an LLM to create releases automatically based on commit history and version bumps","I need to retrieve release history and parse version information for dependency analysis","I want to generate release notes from commits between versions"],"best_for":["Automated release management workflows driven by LLMs","Semantic versioning systems that need AI-assisted release note generation","CI/CD pipelines that use LLMs for release decision-making"],"limitations":["Asset uploads limited to 2GB per file; binary artifacts must be pre-built","Release notes generation from commits is basic; complex changelog formatting not supported","Cannot modify existing releases; only create new ones or delete drafts","Tag creation requires push access; cannot create lightweight tags on protected branches","Semantic version validation is optional; non-semver tags are accepted but not parsed"],"requires":["GitHub token with repo:write and contents:write scopes","Repository must allow releases (not archived)","Python 3.9+"],"input_types":["tag name (string, required)","release name (string, optional)","release body (markdown string, optional)","draft flag (boolean, optional)","pre-release flag (boolean, optional)","target commit SHA (string, optional)"],"output_types":["release metadata (JSON with id, tag_name, name, body, created_at, published_at)","release list (array of release objects with version parsing)","semantic version object (JSON with major, minor, patch, prerelease)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__cap_9","uri":"capability://tool.use.integration.github.repository.settings.and.configuration.retrieval.with.compliance.checking","name":"github repository settings and configuration retrieval with compliance checking","description":"Implements MCP Tools that retrieve repository settings (visibility, branch protection rules, required status checks, code owners, security policies) and validate them against compliance requirements. The server queries GitHub's repository settings APIs and returns structured configuration data. Includes checks for common security configurations (branch protection, required reviews, status checks).","intents":["I need an LLM to audit repository security settings and identify misconfigurations","I want to check if a repository meets compliance requirements before allowing operations","I need to retrieve branch protection rules to understand merge constraints"],"best_for":["Security and compliance auditing workflows powered by LLMs","Repository governance systems that validate configuration","Teams implementing automated security policy enforcement"],"limitations":["Some advanced settings (custom properties, rulesets) require GitHub Enterprise; not available on public GitHub","Branch protection rules retrieval limited to rules the authenticated user can view","Cannot modify settings through MCP; only read and validate","Compliance checking is rule-based; custom compliance logic must be implemented by client","Settings changes may have propagation delays; cached data may be stale"],"requires":["GitHub token with repo:read and admin:repo_hook scopes","Repository must be accessible to authenticated user","Python 3.9+"],"input_types":["repository owner/name (string)","compliance rules (optional, array of rule objects)"],"output_types":["repository settings (JSON with visibility, default branch, topics)","branch protection rules (array of rule objects with required checks, reviewers)","compliance report (JSON with pass/fail status for each rule)","security configuration summary (JSON with risk assessment)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-mcp-server__headline","uri":"capability://tool.use.integration.github.mcp.server.for.api.integration","name":"github mcp server for api integration","description":"An official server for integrating with the GitHub API, providing tools for repository management, file operations, and issue tracking, tailored for developers looking to streamline their GitHub workflows.","intents":["best GitHub API integration server","GitHub server for repository management","MCP server for GitHub","tools for managing GitHub issues","GitHub automation server","GitHub PR creation tools"],"best_for":["developers using GitHub"],"limitations":["not a production-ready solution"],"requires":["basic knowledge of GitHub API"],"input_types":["API requests"],"output_types":["repository data","issue information"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":80,"verified":false,"data_access_risk":"high","permissions":["GitHub account with API token (personal access token or OAuth token)","MCP-compatible client (Claude Desktop, custom MCP client, etc.)","Network connectivity to api.github.com","Python 3.9+ (server runs as Python process)","GitHub personal access token with repo:write scope","Target repository must be accessible to the authenticated user","MCP client with tool invocation support","Python 3.9+","GitHub token with repo:write and contents:write scopes","Repository must allow direct commits or PR creation"],"failure_modes":["Reference implementation only — not optimized for production workloads with high API rate limits","Requires valid GitHub authentication token for private repositories; public repo access may have lower rate limits","No built-in caching layer — each file read triggers a fresh API call, increasing latency for repeated access patterns","File size limits inherited from GitHub API (typically 1MB per file); binary files not supported","Requires write permissions on target repository — token must have repo:write scope","No support for draft PRs or advanced GitHub features (auto-merge, required reviewers)","Cannot create issues in archived repositories or those with branch protection rules","Rate limited by GitHub API (60 requests/hour for unauthenticated, 5000/hour for authenticated)","File writes limited to text files; binary file modifications not supported","Conflict detection is best-effort; complex merge scenarios may not be detected","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"ecosystem":0.52,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:04.691Z","last_scraped_at":null,"last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=github-mcp-server","compare_url":"https://unfragile.ai/compare?artifact=github-mcp-server"}},"signature":"+ZpFGAxXThm4DUcSYJWvZlcf/pCwqKqr/5uBbeVa61hy57sb6zUjHFMzkOvc+SzNh1vumkeA7QCkFjdvlcxTCA==","signedAt":"2026-06-21T14:02:20.812Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/github-mcp-server","artifact":"https://unfragile.ai/github-mcp-server","verify":"https://unfragile.ai/api/v1/verify?slug=github-mcp-server","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}