local-brain-mcp
🧠 local-brain-mcp
Lokal zuerst, null Latenz, git-bewusstes KI-Gedächtnis für Claude Code, Cursor, Copilot & Windsurf.
Keine Cloud. Keine API-Schlüssel. Kein Datenschutzrisiko. Abruf unter 5 ms.
Warum local-brain?
Problem mit Cloud-KI-Gedächtnis-Tools | Wie local-brain es löst |
🐌 150–800ms Netzwerklatenz pro Abruf | ⚡ < 5ms — lokale SQLite-Vektorsuche |
☁️ Ihr Code wird an fremde Server gesendet | 🔒 100% auf dem Gerät, kein Datenabfluss |
💸 Token-Aufblähung in jeder Sitzung | 📦 Harte 250-Token-Budgetobergrenze pro Abruf |
🗑️ Veralteter Kontext aus alten Entscheidungen | 🔄 Git-diff-Invalidierung markiert alte Erinnerungen als STALE |
🌊 WIP/Tippfehler-Commits verschmutzen das Gedächtnis | 🎯 Conventional-Commit-Filter behält nur hochwertige Lektionen |
🏗️ Monorepo-Rauschen über Pakete | 🎯 Pfadbezogene Abfragen, Namespacing pro Paket |
Related MCP server: Heimdall MCP Server
Schnellstart
# 1. Install
npm install -g local-brain-mcp
# 2. Init — auto-detects Claude Code, Cursor, Copilot, Windsurf
npx local-brain init
# 3. Ingest your git history
cd /path/to/your-project
npx local-brain ingest
# 4. Restart your AI editor — the MCP tools are now availableMCP-Werkzeuge
brain_recall
Semantische Suche im Gedächtnis Ihrer Codebasis. Ergebnisse auf 250 Token begrenzt.
{
"query": "JWT auth bug",
"file_path": "src/auth/jwt.ts",
"max_items": 5,
"category": "fix"
}Beispielausgabe:
## Brain Recall: "JWT auth bug"
• [src/auth/jwt.ts @ 8a4f12] (fix): JWT refresh race condition — RS256 cert rotates every 24h. Never use HS256 in dev.
• [src/auth/session.ts @ c31d04] (bug): Sessions expire silently on Tuesdays 02:00 UTC — auth service maintenance window.brain_learn
Manuell eine Lektion oder Teamkonvention speichern.
{
"lesson": "Always seed the test DB before running Playwright tests or auth flows break.",
"category": "convention",
"file_path": "tests/setup.ts"
}brain_trace
Vollständige Historie aller Erinnerungen für eine bestimmte Datei.
{
"file_path": "src/db/client.ts"
}brain_prune
Entfernen Sie veraltete/überholte Erinnerungen. Optional den vollständigen Git-Invalidierungslauf ausführen.
{
"status": "stale",
"run_invalidation": true
}CLI-Befehle
local-brain init # setup wizard — writes MCP config for all detected editors
local-brain ingest # scan git history and build the brain DB
local-brain ingest --since "6 months ago" --verbose
local-brain status # show DB memory counts
local-brain prune --invalidate # detect + remove stale memoriesSo funktioniert es
git history
↓
[git-ingest.ts] — filters WIP/typo/format commits
↓
[embeddings.ts] — pure-JS TF-IDF feature hashing (sub-1ms, zero network)
↓
[db.ts] — stores in .git/brain.db (Float32Array BLOB vectors in SQLite)
↓ (on file change)
[invalidation.ts] — marks stale if file changed > 30%
↓ (on MCP tool call)
[recall.ts] — in-memory cosine similarity search, scoped to package, capped to 250 tokens
↓
Claude Code / Cursor / Copilot / Windsurf / ZedUnterstützte Editoren
Editor | Konfiguration automatisch erkannt |
Claude Code |
|
Cursor |
|
Windsurf |
|
VS Code Copilot |
|
Zed |
|
Technologie-Stack
Protokoll:
@modelcontextprotocol/sdk(StdioServerTransport)Speicher:
better-sqlite3(SQLite-WAL-Modus mit BLOB-Vektoren)Embeddings: Reines JS-TF-IDF-Feature-Hashing (384-dim, unter 1 ms, 100% offline)
Git-Engine:
simple-gitCLI-Engine:
commander
Lizenz
MIT — bauen Sie frei.
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