Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.githits.comClaude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"githits": {
"command": "npx",
"args": [
"-y",
"githits",
"mcp",
"start"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http githits https://mcp.githits.comclaude mcp add githits -- npx -y githits mcp start프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"githits": {
"url": "https://mcp.githits.com"
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"githits": {
"command": "npx",
"args": [
"-y",
"githits",
"mcp",
"start"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"githits": {
"type": "http",
"url": "https://mcp.githits.com"
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"githits": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"githits",
"mcp",
"start"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.githits.com메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 githits.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
307ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.40.1)은 어제 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
GitHits CLI
The infrastructure layer connecting agents to the open-source ecosystem.
Website · Documentation · Issues
GitHits connects AI coding agents to public open-source evidence across the full software development lifecycle: discovery, planning, research, implementation, debugging, and maintenance.
The CLI runs a local MCP server that your coding tool starts on demand. Agents can then search indexed package and repository source, read exact files and documentation pages, inspect package health, compare dependency upgrades, and find source-cited examples from real open-source projects when model knowledge and local repository context are not enough.
Want to use GitHits as part of your agent harness or software factory? Check out our public API documentation.
npx githits@latest init
init signs you in, detects supported coding tools, and configures GitHits for the tools you select. It uses the local stdio MCP except for Cursor, whose direct setup uses the hosted remote MCP.
Automatic setup currently supports Claude Code, Cursor, Windsurf, VS Code / Copilot, Cline, Claude Desktop, Codex CLI, Pi, Gemini CLI, Google Antigravity, OpenCode, Hermes Agent, Zed, Junie, Qwen Code, Kiro, Kilo Code, Factory Droid, and Amazon Q CLI.
After setup, open your coding agent and work normally. Many agents call GitHits when they need source-backed context. If your agent starts guessing, prompt it directly:
Use GitHits Code Navigation to inspect npm:express. Find how middleware
errors are handled, read the relevant source, and explain the fix before editing code.
GitHits is designed for the point where an agent needs evidence from the broader open-source ecosystem, not just model memory or local repo context:
| Capability | MCP tools | CLI commands |
|---|---|---|
| Tool orientation | quick_start | — |
| Code examples | get_example | githits example |
| Inventory browsing | list | githits list |
| Code and documentation search | search, search_status, grep | githits search, githits search-status, githits grep |
| Read source files or documentation sections | read | githits read [path] |
| Package inspection | pkg_info, pkg_vulns, pkg_deps, pkg_changelog, pkg_upgrade_review | githits pkg ... |
Use GitHits when your agent needs to:
Find prior art across open source:
npx githits@latest example "HTTP retries with exponential backoff in Python"
Search indexed code, docs, and symbols for a dependency:
npx githits@latest search "router middleware" --in npm:express
npx githits@latest search '"body parser" OR multer' --in npm:express --source docs npx githits@latest search "debounce" --in npm:lodash --source symbol
Read and grep dependency source without cloning:
npx githits@latest code files npm:express lib
npx githits@latest code read npm:express lib/router/index.js --lines 120-200 npx githits@latest grep 'router\.use' npm:express --path-prefix lib/
Inspect package health and upgrade evidence:
npx githits@latest pkg info npm:express
npx githits@latest pkg vulns npm:lodash@4.17.20 --severity high
npx githits@latest vulns CVE-2026-26996 GHSA-3ppc-4f35-3m26 npx githits@latest pkg deps npm:express@4.18.2 --depth 2 npx githits@latest pkg changelog npm:express --from 4.18.2 --to 5.2.1 npx githits@latest pkg upgrade-review npm:zod@4.3.6 --to 4.4.3
Browse and read package documentation:
npx githits@latest docs list npm:express
npx githits@latest docs read --lines 20-80
githits code diff and the public MCP code_diff tool are available by default. Compare exact package versions or public repository refs, for example:
githits code diff npm:express 5.2.0..5.2.1 --stat
githits code diff npm:express 5.2.0..5.2.1 --patch -- 'lib/**/*.js'
Package diffs are repository-wide unless narrowed by an explicit path glob. Raw diffs do not prove upgrade safety. See source diff for bounds, patch safety, and supported addressing. Hosted MCP availability requires adoption of the released @githits/mcp package and deployment.
resolve_target / githits resolve turns a fuzzy, misspelled or ambiguous public package, repository or documentation-site name into ranked canonical targets. It is available by default in the CLI, local MCP and public MCP package. Canonical targets skip resolution; uncertain identity needs an explicit choice. See target resolution for continuation rules and limits. Hosted MCP and plugins receive it after the released package is adopted and deployed.
research / githits research answers a question about one public package or repository with a verified answer that cites its sources. It is available by default in the CLI, local MCP and public MCP package:
githits research "How does FastAPI dependency injection resolve nested dependencies?"
githits research npm:express "Where is router dispatch implemented?" githits research --thread "How does that interact with route parameters?"
Omit the target to let GitHits identify it from the question; reuse a returned thread ID for follow-ups. Answers usually take 30 seconds to a few minutes. Questions are sent to GitHits, so never include credentials, personal data or private code. Research may return a rate-limit or daily-limit error; the message says when to retry, and the daily limit resets at 00:00 UTC. See research for sources, threads and limits. Hosted MCP and plugins receive it after the released package is adopted and deployed.
GitHits works with package and repository targets such as:
npm:react, npm:react@18.2.0, pypi:requests, crates:serde, pub:pathhttps://github.com/expressjs/express, github:expressjs/express@mainPackage inspection supports npm, PyPI, Hex, Crates, NuGet, Maven, Packagist, RubyGems, Go, Swift, Pub, vcpkg, and Zig. Advisory data is unavailable for vcpkg and Zig; dependency graph support varies by registry. cargo: is an input alias for crates: (public crates.io); canonical registry identities remain crates.
Code example search supports license filtering:
strict is the default and filters repositories with copyleft or undeclared licensescustom uses your account blocklist configured at githits.comyolo disables license filteringnpx githits@latest example "async file reading" --lang python --license strict
Normal local setup is handled by:
npx githits@latest init
For manual login:
npx githits@latest login
Browser OAuth is recommended for local development. Credentials are stored in the system keychain by default and refreshed automatically. Useful flags:
init --no-browser or login --no-browser prints the login URL instead of launching a browserinit --port or login --port fixes the loopback callback portlogin --force re-authenticates even if you are already logged inThe OAuth callback always listens on the machine where GitHits is running. When GitHits runs over SSH and the browser runs locally, forward the selected port from the browser machine:
ssh -N -L 8765:127.0.0.1:8765 user@remote-host
With that tunnel open, run GitHits on the remote machine using the same port:
npx githits@latest init --no-browser --port 8765
Open the URL printed by GitHits in the local browser. Replace user@remote-host with the SSH destination you normally use. The same flags work with githits login after setup.
Browser OAuth is interactive. For CI and other unattended environments, supply GITHITS_API_TOKEN through the environment's secret manager.
GitHits uses the system keychain by default because OAuth credentials include a refresh token. On macOS this means Keychain Access; on Windows it means Credential Manager; on Linux it means the available Secret Service or keyring backend.
If macOS shows a prompt such as "githits wants to access ... in your keychain", choose Always Allow when you trust the installed githits CLI. GitHits cannot customize that operating-system prompt; it is generated by macOS.
GitHits also writes a small non-secret metadata file so recent startup checks do not need to read the keychain. The keychain is only read when GitHits needs the token, for example during a tool call, token refresh, githits auth status, or a login check after metadata is stale or expired.
If your agent keeps showing keychain prompts even after Always Allow, switch OAuth storage to file mode:
# macOS/Linux: ~/.config/githits/config.toml, or $XDG_CONFIG_HOME/githits/config.toml
[auth] storage = "file"
The config directory may be empty until you create config.toml or GitHits writes auth metadata. Older macOS installs may have used ~/Library/Application Support/githits; GitHits still reads that location for migration, but new auth config and file storage use ~/.config/githits.
You can also opt in for one process:
GITHITS_AUTH_STORAGE=file githits login --force
File mode stores OAuth credenti
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