GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者提供的说明(英文原文)
Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.
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。
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。
选择你使用的 AI 应用,然后复制设置。
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": {
"lema": {
"command": "npx",
"args": [
"-y",
"lema-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add lema -- npx -y lema-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"lema": {
"command": "npx",
"args": [
"-y",
"lema-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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"lema": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"lema-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。
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。
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8日
注册名称已通过 GitHub 账户 lemahq 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
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。
它在 1 项适用的基础检查中通过了 1 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。
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)。
GitHub 仓库最后更新于–,最新版本(0.22.2)于3个月前进入注册中心。
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 Node.js。
同一分类中有:GitHub, Desktop Commander, Cloudflare MCP
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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
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。
Your coding agent can read the code. It can't read the _argument_ behind it. lema-mcp gives your agent the recorded *why* — and the alternatives a project already ruled out — cited to the source. For React, Kubernetes, and Rust out of the box, and for your own repo with one command.
A local MCP server. No account, no database, no network for your own repo — install it in 30 seconds and ask why a project decided something, or whether the approach you're about to take was already rejected.
[n] links to the RFC / PR where the call was made.lema holds reasoning — why a decision was made, what was rejected — not API
syntax or code samples. For those, reach for a docs tool. lema is the right place
for *why*.
npx lema-mcp try react # or: kubernetes · rust
That writes a read-only public server to your project's .mcp.json. Reload your agent's MCP servers (in Claude Code: /mcp) and try the flagship tool, `check_approach` — name a direction, get the recorded verdict:
> "Let's add a delayMs prop to Suspense to debounce the fallback." (repo: react)
⛔ ruled_out — the React team considered and rejected this. " " [1] Where to look instead → https://react.dev/reference/react [1] reactjs/rfcs#212
"I'll add a global event bus for cross-component communication." (repo: react)
◦ no_recorded_ruling — React's public record doesn't settle this. (Unknown — not approved.)
Or just ask in plain language — *"why did React adopt Hooks over mixins?"* — and get one cited answer, with an honest abstain when the record is silent.
Covered today: React · Kubernetes · Rust, served from lema's public API (api.lema.sh). Tokenless. It's a curated three-project demo corpus — not analytics over a graph you own.
No-account public demo (React's recorded decisions, zero setup):
If the Cursor button doesn't open an install prompt (common when the browser can't hand off the cursor:// deeplink), paste this into .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):
{
"mcpServers": { "lema": { "command": "npx", "args": ["-y", "lema-mcp@latest"], "env": { "LEMA_MCP_MODE": "public", "LEMA_PUBLIC_REPO": "react-rfcs" } } } }
That drops you into React's public record — ask *"why did React rule out X?"* and get a cited answer, no account. To wire your own repo for capture, or point the demo at Kubernetes or Rust, use the per-client setup below.
npx needs only Node — no Go toolchain, no account. Two commands cover both ways to use lema:
npx lema-mcp try react # read-only: ask React/Kubernetes/Rust why + what's ruled out
npx lema-mcp init # your repo: decision capture + the never-reopen guard
Both are non-destructive and idempotent — they merge into existing config and re-running changes nothing. init and try share the same lema server key; the authed init server is a superset (it serves the public tools too), so the two coexist and try never downgrades it.
Claude Code
Easiest — let lema write the config and hooks for you:
npx lema-mcp init # or: npx lema-mcp try react
Or add it by hand to .mcp.json (this gets the read + capture tools, but not the guard/nudge hooks that init installs):
{
"mcpServers": { "lema": { "command": "npx", "args": ["-y", "lema-mcp@latest"] } } }
</details>
Cursor
Add to .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):
{
"mcpServers": { "lema": { "command": "npx", "args": ["-y", "lema-mcp@latest"] } } }
For the no-account public demo instead, add the env block:
{
"mcpServers": { "lema": { "command": "npx", "args": ["-y", "lema-mcp@latest"], "env": { "LEMA_MCP_MODE": "public", "LEMA_PUBLIC_REPO": "react-rfcs" } } } }
</details>
Claude Desktop
Settings → Developer → Edit Config, then add to mcpServers:
{
"mcpServers": { "lema": { "command": "npx", "args": ["-y", "lema-mcp@latest"], "env": { "LEMA_MCP_MODE": "public", "LEMA_PUBLIC_REPO": "react-rfcs" } } } }
</details>
Windsurf
Add to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "lema": { "command": "npx", "args": ["-y", "lema-mcp@latest"] } } }
</details>
VS Code (GitHub Copilot)
Add to .vscode/mcp.json — note VS Code uses the servers key:
{
"servers": { "lema": { "command": "npx", "args": ["-y", "lema-mcp@latest"] } } }
</details>
Go install / pinned binary
go install github.com/lemahq/lema-mcp/cmd/lema-mcp@latest
For the public demo, set LEMA_MCP_MODE=public and LEMA_PUBLIC_REPO=react-rfcs (k8s-enhancements · rust-rfcs). The public API URL is baked into the binary.
The public config sets only LEMA_MCP_MODE + LEMA_PUBLIC_REPO (react-rfcs · k8s-enhancements · rust-rfcs) — the API URL is compiled in.
After you sign in to Lema, save one Organization-scoped credential outside your repositories. The normal setup contains identity credentials, not a copied workspace UUID:
# ~/.config/lema/credentials
LEMA_API_URL=https://api.lema.sh LEMA_API_TOKEN=lema_live_...
chmod 600 ~/.config/lema/credentials
npx lema-mcp@latest doctor context
Restart the coding agent after changing MCP configuration. From then on, Lema matches the checkout's verified Git remote to a Repository, finds its Project, and passes one immutable target receipt to every operation. Opening two repositories in parallel does not create a mutable “active repository,” and each user keeps their own Organization-scoped credential.
For multi-repo Projects, ambiguity recovery, repositories without a remote, worktrees, and compatibility overrides, read Target context: Projects, repositories, and Runs.
Ask why a popular project decided something, or check whether a direction was already rejected, over its recorded RFC/KEP deliberation. This is the try server.
Most "context" tools are read-only — a nicer way to grep your docs. lema reads too, but its real job is never-reopen:
init) reads the draft change and surfaces a CLOSED decision *before* the dead option gets re-proposed — enforced off both your captured decisions and the repo's own ADRs.Decisions are captured to .lema/decisions.jsonl — a plain append-only file you commit, so your whole team's agents share the same memory through git. No key, no LLM call on our side: your agent forms the decision; lema stores it and serves it back.
Your agent reaches for an option you already killed — and it comes back CLOSED, with the original reason attached:
⛔ CLOSED — do not propose "SWR": no first-class mutation / cache
invalidation — we'd hand-roll it *(decided 2026-06-04 · "Data fetching for the
web app" · chose TanStack Query)*
So the agent surfaces the prior decision instead of re-litigating it. Supersede a decision and the *previously chosen* option goes CLOSED too — enforced both ways. (That's the real output of npx lema-mcp demo, run against a throwaway temp dir.)
The guard is advisory and fail-open: in its default context mode it injects that note as a non-blocking nudge — it never hard-blocks and never auto-approves an edit. LEMA_GUARD_MODE=ask prompts *you* on a strong match; off is a kill switch. Any error → it emits nothing and gets out of the way.
Your agent calls these over MCP.
| Tool | What it does |
|---|---|
| `check_approach` ★ | Name an approach → a three-valued verdict: ruled_out (rejected, with the recorded why synthesized and cited), settled (it *is* the project's in-force recorded choice, the governing decision cited), or an honest no_recorded_ruling. Every verdict carries a pointer to where the docs cover the how. The one public door — it folds in the cited "why was this decided?" answer (the former why_decided) and the settled check. |
| Tool | What it does |
|---|---|
| `record_decision` | Capture a settled decision: the chosen option and the rejected alternatives (with why each was killed), plus rationale / refs / supersedes. Rejected and superseded options come back CLOSED. Append-only. |
| `check_decided` | Adjudicate one proposed direction against decisions already CLOSED → typed verdict (ruled_out / not_ruled_out / incomplete / error), off both your capture store and the repo's ADRs. |
| `search_decisions` | Natural-language query → the most relevant atomic claims (chosen / rejected / constraint / consequence) with their source ADR, under a token budget. |
| `get_decision` · `list_decisions` · `get_decision_graph` | One decision's full body; th
只显示了开头部分;其余内容请在仓库中阅读