Best GitHub MCP Servers in 2026
A GitHub MCP server is usually the second server anyone installs: it lets the agent read issues, review pull requests, search code across repos, and check CI status without you copy-pasting links into the chat.
The official GitHub server set the bar, but community forks add features like fine-grained tool filtering and GraphQL support. All options below need a personal access token — the detail pages link each project's recommended scopes.
punkpeye/awesome-mcp-servers MCP server.
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This release includes AAS Core under the claim for local search, inspection, recommendation, manifest validation, planning, and diagnosis.
搜索仓库、查看 issues、审查 PR，并总结 release。
SurfSense is the , an open web research platform with live data connectors. Your agents research the live web with structured data from , through one or .
70+ databases in 20 MB. Desktop, Docker, CLI, built-in AI assistant, and MCP Server.
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
Run any agent — Claude Code, Codex, or holaOS — in one local-first workspace, over your tools, your files, and one shared memory. Frontier models built in, or bring your own keys.
— build production voice agents with a visual workflow builder, test them in minutes, and let AI coding assistants help design and edit them through MCP.
Ragent 是一个面向 Agentic RAG 演进的生产级 Java AI 应用平台，覆盖从文档入库到智能问答的完整链路。
Single binary. No account required. Free forever.
一款面向 的跨平台桌面工具。把提示词模板、自定义 Prompt、第三方 API 供应商、会话同步、Skills / MCP 和 TOML 配置都放进可视化界面里，不用反复手改文件。
FAQ
What token scopes does a GitHub MCP server need?
For read-heavy workflows, a fine-grained token with repository read access is enough. Add pull-request and issue write scopes only when you want the agent to comment or create. Never use a token with admin scope for day-to-day agent work.
Official server or community fork?
The official server is the safest default and tracks GitHub's API closely. Community options below are worth it when you need specific extras — check the star count and last-commit date on each detail page to gauge maintenance.
Can it review PRs automatically?
The server gives the agent the raw material (diffs, files, comments); the review quality comes from pairing it with a code-review skill. The skill category linked below lists the best combinations.