Skip to main content
Glama
118,203 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,236 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"GitHub repository for litopys-dev/litopys project" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language analysis of GitHub repositories by exposing repository metadata, source code retrieval, search, and file reading as MCP tools, with answers grounded in the actual repository content.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that provides a citation-first memory layer for AI agents, enabling verified search across Git-backed repositories and optional conversation memory. It exposes tools for doctor, sync, search, get, init, and ingest, returning JSON results with verified citations or abstain status.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to search, read, and traverse a local knowledge base of Markdown files using full-text search and relationship graph, reducing token usage.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Codex to read and modify Microsoft Project plans on Windows through live preview and apply workflows, as well as offline change-set operations when Project is closed. It supports task, resource, dependency, notes, export, and XML-to-MPP creation workflows.
    -
  • A
    license
    B
    quality
    B
    maintenance
    An MCP server that turns CI failures, pull requests, security alerts, and Slack threads into Linear issues, Slack posts, changelogs, docs, and reports with evidence attached, through 25 agent-run workflows over 59 tools spanning GitHub, Linear, Slack, Notion, Google Docs, Google Calendar, Google Sheets, Firecrawl, and Tavily. It also handles credential setup in the OS keychain and pauses for approval before any create, send, change, or delete call.
    61
    1
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that exposes tools to route natural language queries to typed IDs, describe catalog entries, and list repository verification commands for the m-dev-tools organization.
    3
    1
    AGPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Project Memory stores decisions, evidence, outcomes and reviewed lessons in local SQLite. Assistants retrieve bounded context through three MCP tools. People follow and plan work in a live workspace with an overview, sprint board, decision history, readable documents, skills and project maps. Offline exports remain available.
    3
    96 PyPI
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    A FastMCP server that exposes predefined artifacts as Resources and project lifecycle operations as Tools for creating, updating, deploying, debugging, testing, monitoring, and configuring projects with minimal token usage.
    14
    -
  • A
    license
    C
    quality
    B
    maintenance
    Turns AI assistants into active Technical Project Managers by providing a persistent project brain and workflow tools for onboarding, session management, and code verification.
    91
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to interact with GitHub directly by fetching repository information, creating issues, and triggering repository_dispatch events through natural language.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that enables LLMs to read and analyze Microsoft Project schedules, including critical path, resources, and advanced construction planning layers (AWP and LPS) for work packages and Lean planning.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.
    429 PyPI
    5
    AGPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides read-only tools to search public GitHub repositories, retrieve repository details, READMEs, contributors, and commit activity, and compare up to 10 repositories side by side.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables coding agents to retrieve compact, cited repository maps through MCP tools such as search, symbol inspection, flow investigation, and deep context loading.
    1
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for GitHub operations, providing tools for repository management, issues, pull requests, and code search.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to interact with GitHub via MCP, managing repositories, issues, PRs, and analyzing repository health through tools like list_repositories, read_issues, create_issue, comment_on_pr, and analyze_repo_health.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    A read-only MCP server that exposes GitHub user profiles, repository info, and search via tools for AI assistants like Claude.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Analyzes Python project structure by exploring directory trees, extracting outlines from Python and Markdown files, and inspecting OpenAPI specifications.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables AI coding assistants to interact with a local Airflow cluster via its REST API for triggering DAG runs, monitoring status, reading logs, and diagnosing errors.
    10
    21 PyPI
    1
    MIT