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97,619 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,788 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    D
    maintenance
    Universal MCP server for WAIS (Web Agent Interaction Standard) that provides 5 generic tools to discover, register, execute actions, confirm high-risk actions, and check status on any WAIS-compatible site.
    5
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Biometric authorization for AI agent actions via Face ID on iPhone, enabling secure approval of sensitive actions and credential-safe API calls through vault execution.
    7
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables CI/CD failure triage for GitHub Actions by inspecting failed runs, classifying root causes with LLM assistance, retrieving relevant runbook guidance, estimating flakiness, and either preparing dry-run fix PRs or publishing structured diagnoses to Discord for human review.
    2
    -
  • A
    license
    A
    quality
    C
    maintenance
    Exposes GitHub issue and pull-request triage capabilities to any MCP client: fetching repository context, classifying and prioritizing requests, finding duplicates, and applying labels, comments, assignments, closures, or reopenings. All writes are policy-gated, dry-run by default, and destructive actions require explicit two-step human confirmation.
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with Autodesk Revit to query project data, manage elements, and execute generated code via the Model Context Protocol. It provides full compatibility with GitHub Copilot and Claude to automate BIM modeling workflows.
    13
    79 npm
    MIT
  • -
    license
    B
    quality
    Not graded
    maintenance
    Enables AI-driven orchestration of GitHub development workflows including automated issue analysis, code generation, code review, and PR creation through multiple specialized agents. Integrates with GitHub Actions to automate the complete development process from issue to pull request.
    7
    -
  • A
    license
    C
    quality
    C
    maintenance
    A transparent proxy that intercepts high-risk tool calls and requires OTP-based human approval before they can be executed. It acts as a configurable circuit breaker between AI agents and target MCP servers to prevent unauthorized or dangerous actions.
    14
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    Enables an AI agent to preflight concrete tool calls by recording principal, destination, scope, authority evidence, and relations, allowing only formed actions to execute and producing inspectable evidence receipts.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to check proposed actions against a local ledger of previously ruled-out work, receiving graded alerts with prior verdicts to avoid repeating dead ends.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP-compatible agents to arbitrate typed state-action schemas, dispatch routine actions deterministically, and apply pre-escalation filters that reduce unnecessary frontier LLM calls. It supports low-latency, schema-enforced routing with safety guardrails and local-first memory retention.
    7
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A policy and audit firewall for agent actions that sits between an agent and a credential broker, ensuring actions are authorized and bound to the original human intent.
    57 PyPI
    25
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables zero-knowledge proof generation and verification, identity verification, and gate checks for privileged agent actions.
    Apache 2.0