GitHub MCP
概览
作者提供的说明(英文原文)
MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.
PopNx MCP 的三大支柱
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i2 项中通过 2 项依据公开信息检查;尚未扫描代码
- 使用情况i非常新↓ 20/周 · ★ 0
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在你的电脑上运行
- 传输方式: stdio
- 分类: 开发者工具
安装
选择你使用的 AI 应用,然后复制设置。
安装之前
- 基础检查:2 项中通过 2 项
- 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
- 注册中心没有列出需要填写的密钥。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"github": {
"command": "uvx",
"args": [
"jaimenbell-github-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add github -- uvx jaimenbell-github-mcp或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"github": {
"command": "uvx",
"args": [
"jaimenbell-github-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"github": {
"type": "stdio",
"command": "uvx",
"args": [
"jaimenbell-github-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
哪些应用可以使用它
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
在你的电脑上运行,适用于
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
它能做什么
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月11日
- ✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 jaimenbell 验证,该账户拥有此仓库
- ✓ 通过
仍在维护
代码最后更新于3个月前
- … 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
- – 不适用
端点有响应
它在你的电脑上运行,没有互联网端点
- – 不适用
使用 OAuth 登录
在你的电脑上运行,改用本地设置
- … 尚未检查
工具描述中没有隐藏指令
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与“开发者工具”中的其他服务器比较i
- 星标数多于此分类中其他 5733 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 5733 个服务器的 24% 更新
- 基础检查结果等于或优于此分类中其他 5733 个服务器的 100%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
GitHub MCP 安全吗?
它在 2 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在我的电脑上运行还是在云端?
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
它还在维护吗?
GitHub 仓库最后更新于3个月前,最新版本(0.1.1)于4个月前进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
有什么可以替代它?
同一分类中有:REA, Netdata, Front-End Checklist
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Netdata
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Front-End Checklist
Review frontend code and live pages against 386 quality-gated web development rules.
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
github-mcp
A public read+write MCP server over the GitHub REST API, built to the desktop-mcp/rag-mcp/mcp-factory standard (own pyproject, fastmcp server, honest README, real test suite) with env-gated tool groups (write disabled by default). Not the official GitHub MCP server -- see below.
Quickstart (60 seconds)
pip install jaimenbell-github-mcp
// Add to your MCP host config (e.g. Claude Desktop/Code's mcpServers block)
{ "mcpServers": { "github-mcp": { "command": "github-mcp" } } }
The write tool group (issue/PR mutations) is off by default -- see Env vars below to enable it.
What this is / is not
This is a reference portfolio implementation demonstrating a hardened read+write MCP server pattern over a real external SaaS API (GitHub) -- env-gated tool groups, typed error/rate-limit handling, auth that degrades gracefully, a real test suite. It exists to show, concretely, "I build read/write MCP servers over external APIs" with a link a client can click.
It is NOT the official GitHub MCP server. It does not aim for parity with GitHub's own MCP offering (GraphQL, Actions, webhooks, GitHub Apps are all out of scope -- see below). It started life as a factory-scaffolded read-only demo (mcp-factory's generated/github_read_server.py) and was hand-hardened into this standalone read+write server -- the scaffold-then-harden path is itself part of the story this repo tells.
Tools (14)
One row per tool -- the two groups below just control default-on/off state, not what exists.
| Tool | Group | What it does |
|---|---|---|
get_repo | read | Repo metadata (stars, language, license, default branch, archived flag...) |
list_issues | read | List issues on a repo (PRs filtered out) |
get_issue | read | Fetch a single issue |
list_pull_requests | read | List pull requests on a repo |
get_pull_request | read | Fetch a single pull request |
get_file_content | read | Read a repo file's content (base64-decoded, binary detected not decoded) |
search_repos | read | Search public repositories |
get_user | read | Public user/org profile |
list_commits | read | List commits on a branch/ref |
create_issue | write | Open an issue |
comment_on_issue | write | Comment on an issue/PR |
update_issue_state | write | Open/close an issue |
add_labels | write | Add labels to an issue/PR |
create_pr_review_comment | write | Create a PR review comment on a diff line |
read is always on and works unauthenticated (GitHub's 60 req/hr tier). write is env-gated and OFF by default -- requires GITHUB_MCP_ENABLE_WRITE=1 and GITHUB_TOKEN.
A disabled write call returns a structured policy_refusal error (never a silent no-op, never a crash). A write call with the group enabled but no token returns a structured auth_required error -- the group gate and the token precondition are checked independently, both before any network call.
Write-safety-off-by-default
This is defense-in-depth, mirroring desktop-mcp's input group: harness-level permission prompts are the first gate, but the server itself refuses every write tool unless its own environment explicitly opts in with GITHUB_MCP_ENABLE_WRITE=1, and even then refuses without a GITHUB_TOKEN. A misconfigured or overly-permissive MCP host cannot turn on GitHub mutations this process wasn't deliberately configured to allow. The registration this repo ships with (see ~/.claude.json's github-mcp entry) has the write group absent from env -- enabling it is a deliberate per-registration operator choice, not a code change.
Honest-capabilities table
Every claim below maps to the file that implements it and the test(s) that verify it -- no capability is asserted without a corresponding implementation and test.
| Claim | Implementation | Verified by |
|---|---|---|
| Repo metadata (stars, language, license, default branch, archived flag...) | github_mcp/groups/read.py::get_repo | tests/test_read.py::TestGetRepo, live: tests/test_live_smoke.py::test_live_get_repo_real_json |
| List / fetch issues (PRs filtered from list) | github_mcp/groups/read.py::list_issues, get_issue | tests/test_read.py::TestListIssues, TestGetIssue |
| List / fetch pull requests | github_mcp/groups/read.py::list_pull_requests, get_pull_request | tests/test_read.py::TestListPullRequests, TestGetPullRequest |
| Read a repo file's content (base64-decoded, binary detected not decoded) | github_mcp/groups/read.py::get_file_content | tests/test_read.py::TestGetFileContent |
| Search public repositories | github_mcp/groups/read.py::search_repos | tests/test_read.py::TestSearchRepos |
| Public user/org profile | github_mcp/groups/read.py::get_user | tests/test_read.py::TestGetUser |
| List commits on a branch/ref | github_mcp/groups/read.py::list_commits | tests/test_read.py::TestListCommits |
| Open an issue | github_mcp/groups/write.py::create_issue | tests/test_write.py::TestCreateIssue |
| Comment on an issue/PR | github_mcp/groups/write.py::comment_on_issue | tests/test_write.py::TestCommentOnIssue |
| Open/close an issue | github_mcp/groups/write.py::update_issue_state | tests/test_write.py::TestUpdateIssueState |
| Add labels to an issue/PR | github_mcp/groups/write.py::add_labels | tests/test_write.py::TestAddLabels |
| Create a PR review comment on a diff line | github_mcp/groups/write.py::create_pr_review_comment | tests/test_write.py::TestCreatePrReviewComment |
| Write group OFF by default, structured refusal when disabled | github_mcp/config.py::group_enabled, gated_write | tests/test_config.py::TestGroupEnabled, tests/test_write.py::TestGateDisabledByDefault |
| Write tools require a token even when the group is enabled | github_mcp/config.py::check_write_preconditions | tests/test_config.py::TestCheckWritePreconditions, tests/test_write.py::TestAuthRequiredWhenGroupEnabled |
| Fine-grained PAT auth, degrades to unauthenticated tier when absent | github_mcp/client.py::_headers | tests/test_client.py::TestAuthHeaderInjection, tests/test_read.py::TestUnauthDegrade |
GitHub primary rate-limit (403 + X-RateLimit-Reset) and secondary rate-limit (403 + Retry-After, no X-RateLimit-Remaining) both surface as a typed error with reset/retry time, never a crash | github_mcp/client.py::_rate_limit_error, _is_rate_limit_response | tests/test_client.py::TestRateLimitError, tests/test_client.py::TestRateLimitError::test_secondary_rate_limit_no_ratelimit_headers_retry_after_only, tests/test_read.py::TestUnauthDegrade::test_get_repo_rate_limited_without_token_is_typed |
Malformed owner/repo/path (control chars etc.) that would raise httpx.InvalidURL surfaces as a typed error, never an uncaught exception | github_mcp/client.py::request | tests/test_client.py::TestNetworkError::test_malformed_path_raises_invalid_url_caught_as_network_error |
| Generic 4xx/5xx surfaces as a typed error, never a crash | github_mcp/client.py::_api_error | tests/test_client.py::TestApiError |
| Non-JSON / malformed responses and network failures surface as typed errors | github_mcp/client.py::_handle_response, request | tests/test_client.py::TestDecodeError, TestNetworkError |
Limitations (read before relying on this)
- REST v1 only. No GraphQL API coverage.
- No webhooks / GitHub App auth. Fine-grained PAT only.
- No Actions/workflow-dispatch tools. Issue/PR CRUD is the v1 write surface.
- Unauthenticated read is rate-limited to 60 req/hr by GitHub itself (10 req/min for search) -- expect
rate_limitederrors under sustained unauthenticated use; setGITHUB_TOKEN(even a read-only fine-grained PAT) to raise this considerably. - `get_file_content` truncates past 100KB and reports (rather than decodes) non-UTF-8 files.
- No pagination beyond a single page for list endpoints (
limit, capped per-endpoint, is the only page-size control in v1). - Not registered with the mcp-factory hub. Ships as a standalone repo (own pyproject, system Python312 install), matching the rag-mcp/desktop-mcp model.
Env vars
| Var | Effect | Default |
|---|---|---|
GITHUB_MCP_ENABLE_WRITE | enable the write tool group | unset (off) |
GITHUB_TOKEN | fine-grained PAT; read works without it (degraded unauth rate), write requires it | unset |
GITHUB_MCP_LIVE | 1 to run the real-network smoke test (see Testing) | unset (skip) |
Usage examples
// A tool call from the MCP host, illustrative -- not a shell command.
{"tool": "get_repo", "arguments": {"owner": "anthropics", "repo": "anthropic-sdk-python"}} // -> {"ok": true, "full_name": "anthropics/anthropic-sdk-python", "stargazers_count": 1234, ...}
// write group disabled (default): {"tool": "create_issue", "arguments": {"owner": "o", "repo": "r", "title": "bug"}} // -> {"ok": false, "error": {"type": "policy_refusal", "group": "write", "required_env": "GITHUB_MCP_ENABLE_WRITE", ...}}
// write group enabled, no token set: {"tool": "create_issue", "arguments": {"owner": "o", "repo": "r", "title": "bug"}} // -> {"ok": false, "error": {"type": "auth_required", "tool": "create_issue", ...}}
Testing
CI (.github/workflows/ci.yml) runs this suite on every push/PR and fails the build if the Tests badge above drifts from what the suite actually reports -- see scripts/check_readme_counts.py.
# unit suite (respx-mocked api.github.com, no real network touched)
python -m pytest -q
handshake check -- prints every registered tool name
python scripts/list_tools.py
real-network read smoke (get_repo against a stable public repo;
no write smoke exists anywhere in this suite -- see safety rails above)
GITHUB_MCP_LIVE=1 python -m pytest -q -k live_get_repo
Install
pip install -r requirements.txt # or: pip install .
deps: fastmcp==3.4.2, httpx==0.28.1
test-only: pytest==9.0.3, respx==0.23.1
Setup / connect
pip install -r requirements.txton Python 3.12+.- (Optional) generate a fine-grained PAT scoped to the repos you want read+write access to (Issues: read/write, Pull requests: read/write, Contents: read is enough for v1). Read tools work with no token at all -- they just run at GitHub's unauthenticated 60 req/hr tier.
- Add to your MCP host config (e.g.
~/.claude.json):
{
"mcpServers": { "github-mcp": { "command": "C:\\Users\\ \\AppData\\Local\\Programs\\Python\\Python312\\python.exe", "args": ["C:\\Users\\ \\projects\\github-mcp\\run_server.py"], "env": { "GITHUB_TOKEN": "your-fine-grained-pat-here" // GITHUB_MCP_ENABLE_WRITE intentionally absent -- write stays off // until you deliberately opt in per-deployment. } } } }
- To enable write tools for a given deployment, add
"GITHUB_MCP_ENABLE_WRITE": "1"to that entry'senvblock. This is a registration-time operator decision, not a code change.
Registered in ~/.claude.json as github-mcp (stdio, system Python312, `rea