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🧠 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 available

MCP-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 memories

So 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 / Zed

Unterstützte Editoren

Editor

Konfiguration automatisch erkannt

Claude Code

~/.claude.json

Cursor

~/.cursor/mcp.json

Windsurf

~/.codeium/windsurf/mcp_config.json

VS Code Copilot

~/.vscode/mcp.json

Zed

~/.config/zed/settings.json


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-git

  • CLI-Engine: commander


Lizenz

MIT — bauen Sie frei.

F
license - not found
Not graded
quality - not tested
C
maintenance

Maintenance

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