Best GitHub MCP Servers (July 2026) - Ranked by GitHub Stars
GitHub is the best mcp server for GitHub - 31.3k GitHub stars. Strong alternatives: OpenOSINT and Octocode MCP - AI Context Platform.
84 GitHub MCP servers for developers, ranked by GitHub stars. Every pick links to install commands and trust signals.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub · data refreshed July 11, 2026.
The top 30 MCP servers for github
| # | MCP Server | Stars |
|---|---|---|
| 1 | Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. | 31.3k |
| 2 |  OpenOSINTOpenOSINT · OpenOSINT/OpenOSINTAI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more. | 953 |
| 3 |  Octocode MCP - AI Context Platformcollectionbgauryy · bgauryy/octocode-mcpAI code research platform. Search, analyze, and extract insights from any GitHub repository. | 882 |
| 4 |  Idea Reality Mcpmnemox-ai · mnemox-ai/idea-reality-mcpPre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal. | 758 |
| 5 |  Docfork Mcpcollectiondocfork · docfork/docforkUp-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead. | 489 |
| 6 |  Gk Cligitkraken · gitkraken/gk-cliThe GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more. | 431 |
| 7 |  ClawLinkhith3sh · hith3sh/clawlinkMCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via one-click OAuth. | 140 |
| 8 |  GithubcollectionDave-London · Dave-London/PareMCP server for GitHub operations (PRs, issues, actions) with structured, token-efficient output | 132 |
| 9 | Pare GithubcollectionDave-London · Dave-London/Pare Pare GitHub ג€” Structured GitHub operations (PRs, issues, actions) as typed JSON. | 132 |
| 10 |  GreadNitroRCr · NitroRCr/greadAn MCP server that gives your AI access to the source code and docs of all public github repos | 58 |
| 11 |  Forumsbasehub-ai · basehub-ai/forumsAsk any GitHub repository a question. Get source-backed answers. | 41 |
| 12 |  GitHub to MCP Convertercollectionnirholas · nirholas/github-to-mcpConvert any GitHub repo to MCP server - automatic tool generation API wrap | 29 |
| 13 | AI Tool Discovery Agentcollectionnirholas · nirholas/lyra-tool-discovery AI agent discovers MCP servers from GitHub npm - analyzes APIs configs | 28 |
| 14 |  Githubcollectionmcparmory · mcparmory/registryManage repositories, users, releases, and automate GitHub workflows | 27 |
| 15 |  OneTool MCPbeycom · beycom/onetool-mcpOne MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright | 22 |
| 16 |  NoosphereJinNing6 · JinNing6/NoosphereCommunity of Consciousness MCP Server — upload and explore collective wisdom via GitHub. | 18 |
| 17 |  CodeWiki MCP — AI-generated docs for GitHub reposcollectionizzzzzi · izzzzzi/codewiki-mcpMCP server for codewiki.google: search repos, fetch wiki docs, ask questions | 13 |
| 18 |  Driflyte Mcp Serverserkan-ozal · serkan-ozal/driflyte-mcp-serverDriflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub. | 10 |
| 19 |  Hint Services Obsidian Github McpcollectionHint-Services · Hint-Services/obsidian-github-mcpConnect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy… | 9 |
| 20 |  GitHub PR Review Contextcollectionpaarths-collab · paarths-collab/github-pr-context-mcpAI code review grounded in your repo history. Supports Test Gen and Security Audits. | 7 |
| 21 |  Atest Mcp ServerLinuxSuRen · LinuxSuRen/atest-mcp-serverAuto-download & launch https://github.com/LinuxSuRen/atest-mcp-server | 7 |
| 22 |  Saidsef Mcp Github Pr Issue Analysercollectionsaidsef · saidsef/mcp-github-pr-issue-analyserA Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.… | 6 |
| 23 |  GitDealFlow — GitHub signals for startup investorscollectionkindrat86 · kindrat86/mcp-deal-flow-signalGitHub signals for VC deal flow: trending startups, commit velocity, contributor growth, 20 sectors. | 5 |
| 24 |  Content DistributioncollectionAutomateLab-tech · AutomateLab-tech/content-distribution-mcpPublish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, and Medium. | 5 |
| 25 |  Github Mcp Servercollectioncrypto-ninja · crypto-ninja/mcp-server-for-GithubAI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses. | 4 |
| 26 |  FossickcollectionLipdog · Lipdog/fossick-mcpSearch all of GitHub from your AI agent — find libraries, drill into repos, find code patterns. | 3 |
| 27 |  DEPRECATEDcollectiontencent-lexiang · tencent-lexiang/lexiang-mcp-serverDEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead. | 2 |
| 28 |  Zread Mcpejfkdev · ejfkdev/zread-mcpZread.ai MCP Server - 连接 zread.ai 文档平台的 MCP 服务器，让 AI 助手能够阅读 GitHub 仓库文档、搜索代码、与仓库 AI 对话。 | 2 |
| 29 |  GitHubcollectionaifity · aifity/omnigit-mcpConnect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations. | 1 |
| 30 |  Github Analytics Mcp ServercollectionTheNextGenNexus · TheNextGenNexus/ai-analytics-mcp-serversGet GitHub repository stats, search repos, analyze languages, and compare projects | 1 |
Is GitHub well covered on Skillselion?
This is the single most dangerous token trap in the whole batch, and it inverts the usual failure mode - the raw count (50, capped) looks like the strongest vendor in the list, but it is 100% structural noise from the io.github.* author-ID convention, not genuine GitHub content. The real ecosystem is still strong (led by the official 31k-star github-mcp-server), but the matcher must exclude author-only hits or require "github" to appear in name/description, never author. Shipping this page on a naive q=github filter would publish a "best GitHub MCP servers" page full of random unrelated tools (a Turkish legal-search MCP, a PowerPoint generator, a prompt-injection scanner) with zero GitHub content - both an editorial and a spam-policy risk.
Skillselion is an independent directory, not affiliated with GitHub.
Why these MCP servers rank for github
1. GitHub
GitHub ranks #1 of the 84 MCP servers for GitHub by adoption, with 31.3k GitHub stars. It connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
2. OpenOSINT
OpenOSINT ranks #2 of the 84 MCP servers for GitHub by adoption, with 953 GitHub stars. It aI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
3. Octocode MCP - AI Context Platform
Octocode MCP - AI Context Platform ranks #3 of the 84 MCP servers for GitHub by adoption, with 882 GitHub stars. It aI code research platform. Search, analyze, and extract insights from any GitHub repository.
4. Idea Reality Mcp
Idea Reality Mcp ranks #4 of the 84 MCP servers for GitHub by adoption, with 758 GitHub stars. It pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.
5. Docfork Mcp
Docfork Mcp ranks #5 of the 84 MCP servers for GitHub by adoption, with 489 GitHub stars. It up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.
Common questions
How are these GitHub MCP servers ranked?
By GitHub stars across the 84 GitHub MCP servers that name GitHub in their own name or description - none of these report installs yet. Data from GitHub.
What counts as a GitHub MCP server on this list?
A tool counts here if its own name or description names GitHub directly - not merely an author handle or an unrelated mention - and it is registered as an MCP-type listing in the Skillselion catalog. That bar currently matches 84 servers.
Is Skillselion affiliated with GitHub?
No. Skillselion is an independent directory, not affiliated with GitHub. Rankings come from public GitHub adoption signals, not sponsorship or partnership.
More GitHub tools
Browse all MCP servers in the catalog, or see every best-of shortlist.