GitHub
GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.
Description from the maker (original English)
Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"lema": {
"command": "npx",
"args": [
"-y",
"lema-mcp"
]
}
}
}Run this in your terminal
claude mcp add lema -- npx -y lema-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"lema": {
"command": "npx",
"args": [
"-y",
"lema-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"lema": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"lema-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account lemahq, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.22.2) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: GitHub, Desktop Commander, Cloudflare MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.
MCP server for terminal commands, file operations, and process management
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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
Only the beginning is shown; read the rest in the repo