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DimensionHuman MCPBringing Human Capabilities to AI AgentsGitHub MCP ServerGitHub's official MCP server for managing repos, issues, PRs, and workflows via natural language
FMRS46 / 100 · D76 / 100 · B
Reliability4 / 2013 / 20
Security and permissions8 / 2014 / 20
Maintenance9 / 2018 / 20
Documentation13 / 2017 / 20
Setup experience12 / 2014 / 20
Best for
  • AI coding agents needing visual debugging capabilities
  • Developers who need automated screenshots and visual analysis
  • Users interested in content generation (images, videos, music, speech)
  • Users who need advanced reasoning capabilities
  • Teams that want an AI assistant to directly operate on GitHub repos and collaboration workflows
  • Users already in the GitHub Copilot ecosystem who want a zero-deployment remote option
Not for
  • Users who only need text-based functionality (overkill)
  • Users seeking a fully local solution without API keys (relies on external AI providers)
  • Users needing audio processing (Ears not yet implemented)
  • Scenarios where you don't want the assistant to have write access to repos (enable only read-only toolsets)
  • Environments with strict network isolation for private repos that can't reach the official remote endpoint
Required permissions
  • Requires Google Gemini API key (mandatory)
  • Optional API keys: Minimax, ZhipuAI, ElevenLabs
  • Optional Cloudflare R2 credentials for HTTP transport file uploads
  • Network access to external AI services
  • Local file access to read input files
  • A personal access token (PAT) or OAuth App token; effective scope depends on the token's own permissions
  • Enabling toolsets like actions/issues/pull_requests grants write access — request tokens on a least-privilege basis
Risks and side effects
  • API key exposure: keys are stored in config, may be accidentally shared
  • Cost: generative AI usage may incur charges, especially in production
  • Data privacy: files may be uploaded to third-party services (Cloudflare R2) for processing
  • Dependency on external services: relies on availability of Google, Minimax, etc.
  • Configuration errors: invalid API keys or network issues causing failures
  • Write toolsets (creating/merging PRs, triggering workflows) can cause accidental changes if the token is overscoped — try a read-only toolset first
  • In hosted mode, credentials travel via the Authorization header — make sure the client-to-api.githubcopilot.com connection is trusted
Supported clientsClaude Desktop, Claude Code, OpenCode, Cline, Cursor, WindsurfClaude Desktop, Claude Code, VS Code, Cursor, Windsurf, JetBrains IDEs, Zed, Amp
Tools3115