local-brain-mcp
🧠 local-brain-mcp
ローカルファースト、ゼロレイテンシー、git対応のAIメモリ for Claude Code、Cursor、Copilot & Windsurf。
クラウド不要。APIキー不要。プライバシーリスクなし。5ms未満のリコール。
local-brainを選ぶ理由
クラウドAIメモリツールの問題 | local-brainが解決する方法 |
🐌 リコールごとに150〜800msのネットワークレイテンシー | ⚡ 5ms未満 — ローカルSQLiteベクトル検索 |
☁️ コードが外部サーバーに送信される | 🔒 100%オンデバイス、ゼロエグレス |
💸 セッションごとのトークン肥大化 | 📦 リコールごとの250トークン厳格予算上限 |
🗑️ 古い判断による陳腐化したコンテキスト | 🔄 Git差分無効化が古いメモリをSTALEとマーク |
🌊 WIP/タイプミスコミットが脳を汚染する | 🎯 Conventional commitフィルターが高シグナルの教訓のみを保持 |
🏗️ パッケージ間のモノレポノイズ | 🎯 パススコープのクエリ、パッケージごとの名前空間 |
Related MCP server: Heimdall MCP Server
クイックスタート
# 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ツール
brain_recall
コードベースのメモリをセマンティック検索します。結果は250トークンに制限されます。
{
"query": "JWT auth bug",
"file_path": "src/auth/jwt.ts",
"max_items": 5,
"category": "fix"
}出力例:
## 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
教訓やチームの規約を手動で保存します。
{
"lesson": "Always seed the test DB before running Playwright tests or auth flows break.",
"category": "convention",
"file_path": "tests/setup.ts"
}brain_trace
特定のファイルに関するすべてのメモリの完全な履歴。
{
"file_path": "src/db/client.ts"
}brain_prune
陳腐化/非推奨のメモリを削除します。必要に応じて完全なgit無効化パスを実行します。
{
"status": "stale",
"run_invalidation": true
}CLIコマンド
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仕組み
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対応エディタ
エディタ | 設定の自動検出 |
Claude Code |
|
Cursor |
|
Windsurf |
|
VS Code Copilot |
|
Zed |
|
技術スタック
プロトコル:
@modelcontextprotocol/sdk(StdioServerTransport)ストレージ:
better-sqlite3(BLOBベクトルを使用したSQLite WALモード)埋め込み: 純JS TF-IDF特徴ハッシング (384次元、1ms未満、100%オフライン)
Gitエンジン:
simple-gitCLIエンジン:
commander
ライセンス
MIT — 自由に構築してください。
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