GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
제작자가 쓴 설명(영어 원문)
Version-accurate library docs for coding agents, with a supply-chain check of each dependency.
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.
GITHUB_TOKEN, PINRIGHT_GH_CLI비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"pinright": {
"command": "npx",
"args": [
"-y",
"pinright"
],
"env": {
"GITHUB_TOKEN": "your-value",
"PINRIGHT_GH_CLI": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add pinright --env GITHUB_TOKEN=your-value --env PINRIGHT_GH_CLI=your-value -- npx -y pinright실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"pinright": {
"command": "npx",
"args": [
"-y",
"pinright"
],
"env": {
"GITHUB_TOKEN": "your-value",
"PINRIGHT_GH_CLI": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"pinright": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pinright"
],
"env": {
"GITHUB_TOKEN": "your-value",
"PINRIGHT_GH_CLI": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
PINRIGHT_GH_CLI env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 Hiper-AI 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: GITHUB_TOKEN
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.0)은 4일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Version-accurate docs and a dependency check for coding agents. Your agent gets library versions from one of two places: its memory, where about 40% of the pins it wrote in our benchmark carried a known advisory, or a docs MCP server, which returns documentation and does not check the version against advisories. pinright gives it the docs for the exact version it installs and a verdict on every dependency it adds, before the install runs. MCP server, pre-install hook, CLI and GitHub Action, all local.
Node 20.9 or newer. One line, then restart the agent:
npm i -g pinright && pinright init --user # just you, every project; the hook starts in about 0.2 s
npx -y pinright init # your team: writes project files you commit
init wires the MCP server, the pre-install hook where the client has one, and a starter .pinright.json. 16 clients; six have a hook: Claude Code, Cursor, VS Code (GitHub Copilot), OpenAI Codex, Gemini CLI and Windsurf. The Cursor and VS Code buttons above add the MCP server only. Every client, scopes and pinright doctor.
Without. The agent runs npm install lodash@4.17.20. It installs. The lockfile now carries five advisories, two of them high, and nobody is told.
With. The hook answers before the command runs, and the agent reads this:
pinright blocked this dependency change:
Change the version (or the name) and try again. check-package and get-docs from the pinright MCP server explain each case.
The agent retries with 4.18.1, on the same release line. When it asks first, check-package and get-docs give it the same verdict with the full advisory list, the version to pin, and the docs for that version. Real output of pinright hook claude, 2026-11-01.
Docs MCP servers return documentation for a library. They do not check the version the agent pins, and they do not see the install. To measure that kind of server we ran pinright's own server with its security layer off (PINRIGHT_ABLATION=docs-only): docs for the version asked, no verdict. It is not another product. Claude Code with Sonnet 5.5, Haiku 5.5 and Opus 5.5, 2 runs per cell, on the 1.0.0 code; each cell gives the range over the three models.
| No docs | Docs-only context server | pinright | |
|---|---|---|---|
| Direct dependencies pinned with a known advisory | 40% to 42% | 0% to 2% | 0% |
Whole-tree alerts per project (npm audit, pip-audit) | 29.8 to 31.9 | 0.3 to 3.5 | 0.3 |
| Docs tasks that used the current API | 9 to 14 of 16 | 15 or 16 of 16 | 16 of 16 |
| Tokens per agent task | 15k to 21k | 56k to 94k | 42k to 74k |
| Tokens per docs task | 17k to 23k | 94k to 135k | 63k to 95k |
| Agent turns per agent task | 4.0 to 4.3 | 9.3 to 11.1 | 5.9 to 7.5 |
| MCP tool text read per agent task | none | 25k to 45k characters | 5k to 17k characters |
| Verdict on the version the agent pins | no | no | advisories, malware, lookalikes, versions that do not exist |
| Check when the install runs | no | no | pre-install hook in 6 clients |
| Whole-tree lockfile audit | no | no | check-manifest, SARIF, GitHub Action |
Current docs alone removed most alerts; the verdict removed the rest. Per model, pinright used 21% to 26% fewer tokens than the docs-only server on the 12 agent tasks and 26% to 33% fewer on the 8 docs tasks. Every paired interval stays above zero; the lowest bound is 2%. Tokens count everything the model processed, cache reads included. No tools at all costs less than either.
Why fewer tokens. With docs only, the agent looked versions up through the docs: it called get-docs once per package, 5.2 to 5.7 times per agent task, before writing a file. 87% of those calls named no version, so they returned the docs of the latest release, and 75% asked for "version" or "latest" in the query. With pinright, every agent-task run opened with check-packages for the whole list, about 600 characters of verdicts and versions to pin, then called get-docs 0.7 to 1.7 times per task, with a version in 86 of 87 calls.
Limits. The 0.3 left is nuxt, whose current release pulls packages with no fix published; installing with no version gets the same 0.3, and the docs-only and pinright alert intervals overlap. One vendor's models, tasks we wrote, no shell, two days of advisory data, small n. In a second run with a shell, the agents looked versions up with npm view or pip index before pinning, and every arm ended at the same 6 alerts per model: there pinright made no measurable difference to the pins. On APIs released after August 2026, 2 of 48 runs got the current API without docs, 45 of 48 with docs only and 46 of 48 with pinright. On 12 tasks taken from public GitHub issues, 25% to 29% of direct pins carried an advisory without docs and none with pinright. The hook blocked or asked on 1.46% of 25,077 public commands and misread 10 of 154,402 tool calls from a month of our own agent sessions. Per-model tables · results and caveats · technical report · reproduce it
People ask how pinright compares with the docs MCP servers they already use. We added one, a widely used local server with a free API key, as an arm of the same benchmarks: run v8, 2026-11-04, every arm on the same day and the same advisory data. Range over Sonnet 5.5, Haiku 5.5 and Opus 5.5, 2 runs per cell.
| No tools | Docs MCP server | pinright | Both installed | |
|---|---|---|---|---|
| Direct deps pinned with a known advisory, our 12 tasks | 40% to 41% | 28% to 35% | 0% | 0% |
| Same, 12 tasks taken from GitHub issues | 27% to 32% | 15% to 21% | 0% | 0% |
| Whole-tree alerts per project, our 12 tasks | 29.4 to 33.0 | 14.7 to 18.6 | 0.3 | 0.3 |
| Docs tasks that used the current API (of 16) | 10 to 12 | 12 to 16 | 14 to 16 | n/a |
| Same, APIs released after the training cutoff (of 16) | 0 or 1 | 11 or 13 ¹ | 16 | n/a |
| Tokens per agent task | 15k to 21k | 47k to 61k | 43k to 80k | 53k to 84k |
| Tokens per docs task | 17k to 22k | 53k to 77k | 70k to 105k | n/a |
| Checks the version the agent pins | no | no | yes | yes |
| Stops the install of a vulnerable version | no | no | pre-install hook | pre-install hook |
¹ Sonnet and Haiku; the free key hit its monthly quota during the Opus runs.
The docs MCP server moved agents to newer versions and halved the alerts, but it does not check the version the agent picks: its most common vulnerable pin was next@16.2.9 (20 advisories, 11 runs), the Next.js version it served docs for. It used fewer tokens than pinright in most cells, because its answers are shorter. With both installed, the agent took its versions from pinright and called the docs server 6 times in 144 runs. One docs server, one release, tasks we wrote or picked, no shell. Per-model tables
| Tool | What it does |
|---|---|
check-packages | The verdict for up to 50 packages in one call: version to pin, short reason, full notice only where it matters |
check-package | One package in depth: advisories with CVE and fix, deprecation, license, lookalike names, policy violations |
get-docs | Docs from the published package and its repo at the release tag, for the version you name or the one installed |
find-library | Library name to registry package (next.js to npm:next), with the safe version |
upgrade-guide | What changes between two versions: breaking changes, renamed APIs, advisories the move fixes |
check-manifest | Whole-tree audit of a lockfile or manifest, with SARIF; the GitHub Action runs it in CI |
Ecosystems: npm, PyPI, Cargo, Go, Maven and Gradle, NuGet, RubyGems, Composer, GitHub Actions. Verdicts never say ok when a source did not answer. A committed .pinright.json sets allow and deny lists, license rules, severity threshold and what to do when a source is down. How it works · the hook · team policy · CLI · GitHub Action
No account, no telemetry. pinright sends package names and versions to deps.dev, OSV, the registries, jsDelivr and GitHub, never your code; SECURITY.md lists each host. The hook reads commands and files statically: it is a guardrail, not a sandbox, and the threat model lists what gets past it. When a source is down the built-in default lets the install through; the starter policy asks instead.
Install · prompt injection · benchmark · security review · changelog · contributing · release runbook
The report we value most is a false positive: a command the hook blocked, or a package it
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요