munin-memory
# Munin for Claude Code > **Munin** is a long-term memory system for developers. Every time you work with Claude Code, Munin remembers your
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About
# Munin for Claude Code > **Munin** is a long-term memory system for developers. Every time you work with Claude Code, Munin remembers your context, decisions, bugs, and solutions — so you never have to repeat yourself. **Munin** is your project's memory companion, integrated directly into Claude Code. It remembers your project, finds past errors, and suggests solutions based on what you've done before. --- ## Features ### 🤖 Munin Agent Call `@munin` in any conversation to talk directly with your project's memory. Munin has full access to your memories — search, retrieve, store — all following the Memory Index Protocol. ### 🔍 Automatic Memory Search Every time you start a Claude Code session, Munin automatically finds relevant memories from your project. No need to ask — context is already there. ### 💾 Session Summarization When a session ends, Munin automatically saves a summary to memory. Tasks, decisions, bugs — everything is recorded. ### 📚 Error Catalog When an error occurs, M
Details
- Kind
- Plugins
- Topic
- AI, RAG & memory
- Publisher
- 3d-era
- Origin
- marketplace
- Category
- ferramentas
- Stars
- 3
- Forks
- 1
- Last push
- 2026-06-29T19:13:43Z
- Repository state
- ativo
- Language
- TypeScript
- Added
- 2026-08-30 01:48:58
- Updated
- 2026-08-30 01:48:58
- Origin id
3d-era/munin-for-agents/munin-memory
README
# 🧠 Munin Ecosystem for AI Agents []() []() []() []() **Give your AI Agents a robust, Long-Term Memory.** Have you ever been frustrated when your AI agent forgets the architectural decisions you made yesterday? Or when it repeats the exact same bug it fixed in the previous session? [Munin](https://www.kalera.app) is a Full-Stack Long-Term Memory manager powered by **GraphRAG**. This monorepo contains the official Model Context Protocol (MCP) adapters and SDKs to connect Munin Context Cores to your favorite AI tools—allowing them to build, query, and maintain a persistent knowledge graph of your entire project across endless sessions. --- ## ✨ Feature Highlights Munin isn't just a database; it's a cognitive layer for your AI agents: - 🛡️ **AI Memory Guard:** Detects semantic contradictions in your agent's memory to ensure consistency. - 🕸️ **GraphRAG Visualizer:** Auto-extracts entities and relationships into interactive 2D neural knowledge graphs and Mermaid-compatible diagrams. - ⚡ **Lower Token Costs:** Semantic hybrid search (Vector + Keyword) ensures agents pull only the most relevant snippets, keeping prompts lean and fast. - 🔐 **E2EE With GraphRAG:** Industry-leading security. Encrypt your memory end-to-end while maintaining the ability to perform high-performance semantic search (Elite Tier). - 🕒 **Temporal Search:** Search by time context—ask "what did we decide last Tuesday?" and get exact answers. - 📌 **Dynamic Pinning:** Force-inject critical project context (like coding standards or core architecture) so AI never loses the "big picture". - 🤝 **Cross-Project Sharing:** Share selected memories across different projects to reuse logic and context without manual copy-pasting. - ⌛ **Memory TTL:** Set expiration windows for temporary context to keep your memory cores clean and noise-free. --- ## 🔌 Supported Adapters This ecosystem provides first-class, plug-and-play MCP adapters for the most popular AI development tools. Choose your platform to get started: - **[Claude Code](./adapters/claude)** (`@kalera/munin-claude`) - **[Cursor & Windsurf](./adapters/cursor)** (`@kalera/munin-cursor`) - **[Gemini CLI](./adapters/gemini)** (`@kalera/munin-gemini`) - **[OpenClaw](./adapters/openclaw)** (`@kalera/munin-openclaw`) - **[Kilo](./adapters/kilo)** (`@kalera/munin-kilo`) - **[Antigravity](./adapters/antigravity)** (`@kalera/munin-antigravity`) --- ## 📦 Monorepo Structure This repository is organized as a `pnpm` workspace containing the core SDKs, the protocol specification, and all individual adapters: - **Protocol Spec:** `packages/spec` - **TypeScript SDK:** `packages/ts-sdk` - **Python SDK:** `packages/python-sdk` - **First-Class Adapters:** `adapters/*` - **Generic MCP Template:** `adapters/generic-mcp-template` - **Contract Test Harness:** `tests/contract` - **Release Tag Mapping:** `docs/release-tags.md` --- ## 🛠️ Developer Guide If you are contributing to the Munin Ecosystem, use the following commands to manage the monorepo. ### Quick Commands ```bash pnpm install pnpm lint pnpm build pnpm test pnpm test:contract ``` ### Contract Test Start the mock server (default 4010): ```bash pnpm test:contract:mock ``` If the port is occupied, run on another port: ```bash MUNIN_CONTRACT_PORT=4011 pnpm test:contract:mock MUNIN_CONTRACT_PORT=4011 pnpm test:contract ``` You can also override the full base URL directly: ```bash MUNIN_CONTRACT_BASE_URL=http://127.0.0.1:4011 pnpm test:contract ``` By default, the contract runner uses: - `tests/contract/adapter-manifests/munin-sdk-local.json` Override with a custom manifest: ```bash pnpm test:contract -- tests/contract/adapter-manifests/<manifest>.json ``` --- Built with ❤️ by [Kalera](https://www.kalera.app) for the AI Engineering community.