local-brain-mcp
🧠 local-brain-mcp
Memoria de IA local-first, de latencia cero y consciente de git para Claude Code, Cursor, Copilot y Windsurf.
Sin nube. Sin claves de API. Sin riesgo de privacidad. Recuperación en menos de 5 ms.
¿Por qué local-brain?
Problema con las herramientas de memoria de IA en la nube | Cómo lo resuelve local-brain |
🐌 150–800 ms de latencia de red por recuperación | ⚡ < 5 ms — búsqueda vectorial local con SQLite |
☁️ Tu código se envía a servidores externos | 🔒 100 % en el dispositivo, cero transferencia de datos |
💸 Inflado de tokens en cada sesión | 📦 Límite estricto de 250 tokens por recuperación |
🗑️ Contexto obsoleto de decisiones antiguas | 🔄 La invalidación por git-diff marca los recuerdos antiguos como OBSOLETOS |
🌊 Los commits WIP/erróneos contaminan la memoria | 🎯 El filtro de commits convencionales conserva solo las lecciones de alta señal |
🏗️ Ruido de monorepo entre paquetes | 🎯 Consultas con ámbito de ruta, espacios de nombres por paquete |
Related MCP server: Heimdall MCP Server
Inicio rápido
# 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 availableHerramientas MCP
brain_recall
Búsqueda semántica en la memoria de tu código. Resultados limitados a 250 tokens.
{
"query": "JWT auth bug",
"file_path": "src/auth/jwt.ts",
"max_items": 5,
"category": "fix"
}Ejemplo de salida:
## 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
Almacena manualmente una lección o convención de equipo.
{
"lesson": "Always seed the test DB before running Playwright tests or auth flows break.",
"category": "convention",
"file_path": "tests/setup.ts"
}brain_trace
Historial completo de todos los recuerdos de un archivo específico.
{
"file_path": "src/db/client.ts"
}brain_prune
Elimina recuerdos obsoletos/desaprobados. Opcionalmente, ejecuta el pase completo de invalidación de git.
{
"status": "stale",
"run_invalidation": true
}Comandos CLI
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 memoriesCómo funciona
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 / ZedEditores compatibles
Editor | Configuración auto-detectada |
Claude Code |
|
Cursor |
|
Windsurf |
|
VS Code Copilot |
|
Zed |
|
Stack tecnológico
Protocolo:
@modelcontextprotocol/sdk(StdioServerTransport)Almacenamiento:
better-sqlite3(modo WAL de SQLite con vectores BLOB)Embeddings: Hash de características TF-IDF en JS puro (384-dim, <1 ms, 100 % sin conexión)
Motor Git:
simple-gitMotor CLI:
commander
Licencia
MIT — construye libremente.
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