Gitmem

io.github.gitmem-dev由 GitHub 帳號 gitmem-dev 發布v1.2.1更新於 Oct 24, 2026

Persistent institutional memory for AI coding agents. Memory that compounds.

已驗證STDIO僅桌面知識與記憶開發者工具

概覽

AI 產生的概覽

GitMem 是本地執行的 MCP 伺服器,為 AI 程式助理提供跨工作階段的持久記憶,記錄錯誤、成功經驗、模式、決策與未完成工作。

可以做什麼
在助理行動前回想過去工作階段的相關經驗,遇到類似任務時自動浮現先前的教訓。把過程記錄為教訓(錯誤)、成功、模式、決策與未完成的執行緒,並為教訓附上反面理由。在工作階段結束時進行結構化回顧,讓脈絡延續到下一次。搜尋與管理已存記憶、追蹤未完成事項,並協調多個代理。透過命令列精靈完成伺服器與用戶端設定,並合併進既有設定檔。
適用情境
適合在同一專案長期使用 AI 程式助理、希望它不再重複已知錯誤,並持續記住架構決策與未完成工作的情況。適用於 Claude Code、Cursor、VS Code、Windsurf 或其他相容 MCP 的用戶端。
執行需求
透過 npm 套件 gitmem-mcp 以 stdio 在本機執行,需要 Node.js 與 npx。免費版將資料存放在本機 .gitmem/ 目錄,不需帳號。選用的 Pro 版自架於自己的 Supabase 專案,需要 SUPABASE_URL 與 SUPABASE_SERVICE_ROLE_KEY,以及啟用用的授權金鑰。
安裝前請注意
Pro 版要求提供 Supabase service role key,該金鑰對該專案權限很大,不要放進共用設定。Pro 設定另涉及 OpenRouter API 金鑰與付費授權金鑰。安裝精靈會寫入並合併儲存庫中的 MCP 設定、指示檔與 git 鉤子,建議先用 dry-run 預覽變更。儲存的記憶可能包含程式碼與專案細節,Pro 的雲端持久化會把這些資料移出本機。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Gitmem,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

[GitMem — Institutional memory for AI coding agents]

[npm version] [npm downloads] [MIT License] [Build] [Node.js >= 18]

Documentation · npm · Getting Started · Tool Reference


GitMem is an MCP server that gives your AI coding agent persistent learning memory across agent sessions. It remembers mistakes (scars), successes (wins), and decisions — so your agent learns from experience instead of starting from scratch every time.

What's MCP? Model Context Protocol is how AI coding tools connect to external capabilities. GitMem is an MCP server — install it once and your agent gains persistent memory.

Works with Claude Code, Cursor, VS Code (Copilot), Windsurf, and any MCP-compatible client.

Quick Start

bash
npx gitmem-mcp init

One command. The wizard auto-detects your IDE and sets up everything:

  • .gitmem/ directory with starter scars
  • MCP server config (.mcp.json, .vscode/mcp.json, .cursor/mcp.json, etc.)
  • Instructions file (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md)
  • Lifecycle hooks (where supported)
  • .gitignore updated

Already have existing config? The wizard merges without destroying anything. Re-running is safe.

bash
npx gitmem-mcp init --yes                # Non-interactivenpx gitmem-mcp init --dry-run            # Preview changesnpx gitmem-mcp init --client vscode      # Force specific client

How It Works

recall  -->  work  -->  learn  -->  close  -->  recall  -->  ...
  1. Recall — Before acting, the agent checks memory for relevant lessons from past sessions
  2. Work — The agent does the task, applying past lessons automatically
  3. Learn — Mistakes become scars, successes become wins, strategies become patterns
  4. Close — Session reflection persists context for next time

Every scar includes counter-arguments — reasons why someone might reasonably ignore it. This prevents memory from becoming a pile of rigid rules.

What Gets Remembered

TypePurposeExample
ScarsMistakes to avoid"Always validate UUID format before DB lookup"
WinsApproaches that worked"Parallel agent spawning cut review time by 60%"
PatternsReusable strategies"5-tier test pyramid for MCP servers"
DecisionsArchitectural choices with rationale"Chose JWT over session cookies for stateless auth"
ThreadsUnfinished work that carries across sessions"Rate limiting still needs implementation"

Key Features

  • Automatic Recall — Scars surface before the agent takes similar actions
  • Session Continuity — Context, threads, and rapport carry across sessions
  • Closing Ceremony — Structured reflection captures what broke, what worked, and what to do differently
  • 20+ MCP Tools — Full toolkit for memory management, search, threads, and multi-agent coordination
  • Zero Config — npx gitmem-mcp init and you're running
  • Non-Destructive — Merges with your existing .mcp.json, CLAUDE.md, and hooks

Supported Clients

ClientSetupHooks
Claude Codenpx gitmem-mcp initFull (session, recall, credential guard)
Cursornpx gitmem-mcp init --client cursorPartial (session, recall)
VS Code (Copilot)npx gitmem-mcp init --client vscodeInstructions-based
Windsurfnpx gitmem-mcp init --client windsurfInstructions-based
Claude DesktopAdd to claude_desktop_config.jsonManual
Any MCP clientnpx gitmem-mcp init --client genericInstructions-based

The wizard auto-detects your IDE. Use --client to override.

Manual MCP configuration

Add this to your MCP client's config file:

json
{  "mcpServers": {    "gitmem": {      "command": "npx",      "args": ["-y", "gitmem-mcp@latest"]    }  }}
ClientConfig file
Claude Code.mcp.json
Cursor.cursor/mcp.json
VS Code.vscode/mcp.json
Windsurf~/.codeium/windsurf/mcp_config.json

CLI Commands

CommandDescription
npx gitmem-mcp initInteractive setup wizard (auto-detects IDE)
npx gitmem-mcp init --client <name>Setup for specific client (claude, cursor, vscode, windsurf, generic)
npx gitmem-mcp init --yesNon-interactive setup
npx gitmem-mcp init --dry-runPreview changes
npx gitmem-mcp activate <key>Activate Pro tier (auto-applies schema)
npx gitmem-mcp deactivateRemove Pro credentials, free device slot
npx gitmem-mcp setupOutput schema SQL (for manual Supabase setup)
npx gitmem-mcp uninstallClean removal (preserves .gitmem/ data)
npx gitmem-mcp uninstall --allFull removal including data
npx gitmem-mcp checkDiagnostic health check

Pro Tier

Self-hosted on your own Supabase. You bring the infrastructure, gitmem sets it up.

What you getWhy your agent cares
Semantic searchRecall returns the right scars, not keyword noise
Session analyticsSpot patterns in what keeps going wrong
Sub-agent briefingHand institutional context to sub-agents automatically
Cloud persistenceMemory survives machine changes, shareable across team
A/B testing analyticsMeasure which scar phrasings actually change agent behavior

Quick start

bash
npx supabase login                                          # one timeexport SUPABASE_URL="https://yourproject.supabase.co"export SUPABASE_SERVICE_ROLE_KEY="eyJ..."export OPENROUTER_API_KEY="sk-or-v1-..."npx gitmem-mcp activate <your-license-key>

The activate command creates all tables, views, RPC functions, and indexes automatically. No manual SQL needed.

See docs/pro-setup-guide.md for the full guide.

The free tier gives you everything for solo projects. Pro makes recall smarter and memory portable.

GitMem + MEMORY.md

Your AI agent likely has its own memory file (MEMORY.md, .cursorrules, etc.). Here's how they work together:

MEMORY.mdGitMem
LoadedEvery turn (system prompt)On-demand (tool calls)
Best forPreferences, shortcuts, quick referenceEarned lessons, unfinished work, decisions
UpdatesAgent writes directlySession lifecycle (close ceremony)
Example"User prefers terse output""Always validate UUID before DB lookup"

Tip: Include .gitmem/agent-briefing.md in your MEMORY.md for a lightweight bridge between the two systems.

Privacy & Data

  • Local-first — All data stored in .gitmem/ on your machine by default
  • No telemetry — GitMem does not collect usage data or phone home
  • Cloud opt-in — Pro tier Supabase backend requires explicit configuration via environment variables
  • Your data — Sessions, scars, and decisions belong to you. Delete .gitmem/ to remove everything

Development

bash
git clone https://github.com/gitmem-dev/gitmem.gitcd gitmemnpm installnpm run buildnpm test

See CONTRIBUTING.md for full development setup.

License

MIT — see LICENSE.

來源:README.md,提交 2e3dee2

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v1.2.1最新Sep 16, 2026

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