Metadata-Version: 2.4
Name: mnemo-mcp
Version: 1.18.3
Summary: Open-source MCP Server for persistent AI memory with embedded sync
Project-URL: Homepage, https://github.com/n24q02m/mnemo-mcp
Project-URL: Repository, https://github.com/n24q02m/mnemo-mcp.git
Project-URL: Issues, https://github.com/n24q02m/mnemo-mcp/issues
Author-email: n24q02m <quangminh2422004@gmail.com>
License: MIT
License-File: LICENSE
Keywords: ai-memory,antigravity,claude,codex,copilot,cursor,embeddings,mcp,mcp-server,memory,model-context-protocol,opencode,sqlite
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: ==3.13.*
Requires-Dist: cohere>=5.21.1
Requires-Dist: google-genai>=1.68.0
Requires-Dist: httpx
Requires-Dist: loguru
Requires-Dist: mcp-relay-core>=1.4.0
Requires-Dist: mcp[cli]
Requires-Dist: openai>=2.30.0
Requires-Dist: pydantic
Requires-Dist: pydantic-settings
Requires-Dist: qwen3-embed>=1.6.0
Requires-Dist: sqlite-vec
Description-Content-Type: text/markdown

# Mnemo MCP Server

mcp-name: io.github.n24q02m/mnemo-mcp

**Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.**

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[![Python](https://img.shields.io/badge/Python-3776AB?logo=python&logoColor=white)](#)
[![SQLite](https://img.shields.io/badge/SQLite-003B57?logo=sqlite&logoColor=white)](#)
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<a href="https://glama.ai/mcp/servers/n24q02m/mnemo-mcp">
  <img width="380" height="200" src="https://glama.ai/mcp/servers/n24q02m/mnemo-mcp/badge" alt="Mnemo MCP server" />
</a>

## Features

- **Hybrid search** -- FTS5 full-text + sqlite-vec semantic + reranking for precision
- **Knowledge graph** -- Automatic entity extraction and relation tracking across memories
- **Importance scoring** -- LLM-scored 0.0-1.0 per memory for smarter retrieval
- **Auto-archive** -- Configurable age + importance threshold to keep memory clean
- **STM-to-LTM consolidation** -- LLM summarization of related memories in a category
- **Duplicate detection** -- Warns before adding semantically similar memories
- **Zero config** -- Built-in local Qwen3 embedding + reranking, no API keys needed. Optional cloud providers (Jina AI, Gemini, OpenAI, Cohere)
- **Multi-machine sync** -- JSONL-based merge sync via embedded rclone (Google Drive, S3, Dropbox)
- **Proactive memory** -- Tool descriptions guide AI to save preferences, decisions, facts

## Setup

**With AI Agent** -- copy and send this to your AI agent:

> Please set up mnemo-mcp for me. Follow this guide:
> https://raw.githubusercontent.com/n24q02m/mnemo-mcp/main/docs/setup-with-agent.md

**Manual Setup** -- follow [docs/setup-manual.md](docs/setup-manual.md)

## Tools

| Tool | Actions | Description |
|:-----|:--------|:------------|
| `memory` | `add`, `search`, `list`, `update`, `delete`, `export`, `import`, `stats`, `restore`, `archived`, `consolidate` | Core memory CRUD, hybrid search, import/export, archival, and LLM consolidation |
| `config` | `status`, `sync`, `set`, `warmup`, `setup_sync` | Server status, trigger sync, update settings, pre-download embedding model, authenticate sync provider |
| `help` | -- | Full documentation for any tool |

### MCP Resources

| URI | Description |
|:----|:------------|
| `mnemo://stats` | Database statistics and server status |
| `mnemo://recent` | 10 most recently updated memories |

### MCP Prompts

| Prompt | Parameters | Description |
|:-------|:-----------|:------------|
| `save_summary` | `summary` | Generate prompt to save a conversation summary as memory |
| `recall_context` | `topic` | Generate prompt to recall relevant memories about a topic |

## Security

- **Graceful fallbacks** -- Cloud → Local embedding, no cross-mode fallback
- **Sync token security** -- OAuth tokens stored at `~/.mnemo-mcp/tokens/` with 600 permissions
- **Input validation** -- Sync provider, folder, remote validated against allowlists
- **Error sanitization** -- No credentials in error messages

## Build from Source

```bash
git clone https://github.com/n24q02m/mnemo-mcp.git
cd mnemo-mcp
uv sync
uv run mnemo-mcp
```

## License

MIT -- See [LICENSE](LICENSE).
