fpytloun / mnemory
A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.
Why this job: says: memory system; topics: agent-memory, memory
What it does
- Zero config. uvx mnemory, connect your MCP client, done. Works out of the box with any OpenAI-compatible API.
- Intelligent extraction. A single LLM call extracts facts, classifies metadata, and deduplicates against existing memories.
- Contradiction resolution. "I drive a Skoda" + later "I bought a Tesla" = automatic update, not a duplicate.
- Two-tier memory. Fast searchable summaries in a vector store + detailed artifact storage (reports, code, research) retrieved on demand.
- AI-powered search. Multi-query semantic search with temporal awareness. Ask "What did I decide last week about the database?" and it finds the right memories.
Get started
uvx mnemory- Maintenance
- Active
- Last commit yesterday
- Stars
- 283
- +1 this week
- Licence
- Custom
- Read before business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.15.2
- Released 9 days ago
- Built with
- Python
- 84% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 9 merged
- 0 waiting
- Releases
- 33
- 30+ in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 84%
- TypeScript 6%
- HTML 5%
- JavaScript 5%
Topics
- agents-memory
- ai
- ai-agents
- agent-memory
- llm
- mcp
- memory
- personalization
- semantic-memory
- vector-search
Project record
- JobAgent memory
- StatusListed
- Commits267
- Forks29
- Watching1
- Stars in 28 days+4
- CreatedFeb 16, 2026
- First seen by usNov 7, 2026
- CheckedNov 10, 2026