doobidoo / mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Why this job: says: persistent memory, memory for ai; topics: agent-memory, long-term-memory, memory
What it does
- Persistent memory. Keep decisions, notes, and project context across sessions and agents.
- Semantic and keyword search. Combine vector search with BM25; use mode="ranked"
- Scoped retrieval. Filter by tags with AND/OR matching, natural-language time
- Optional search summaries. Request summarize=true for query-aware summaries
- Document ingestion. Import PDF, text, and Markdown with chunking for retrieval.
Get started
pip install "mcp-memory-service[sqlite]"- Maintenance
- Active
- Last commit yesterday
- Stars
- 2,106
- +33 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v12.7.0
- Released 3 days ago
- Built with
- Python
- 68% of the code
Is it looked after?
- Contributors
- 35
- Last 90 days
- Issues
- 96% closed
- 23 still open
- Pull requests
- 1,098 merged
- 5 waiting
- Releases
- 393
- 30+ in the last year
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More: languages, topics, project record and preview image
Languages
- Python 68%
- JavaScript 14%
- HTML 12%
- Shell 3%
Topics
- mcp
- memory
- semantic-search
- vector-database
- claude
- vector-storage
- sqlite-vec
- mcp-server
- model-context-protocol
- agent-memory
- agentic-ai
- ai-agents
Project record
- JobAgent memory
- StatusFeatured
- Commits3,858
- Forks402
- Watching13
- Stars in 28 days+100
- CreatedDec 26, 2024
- First seen by usNov 7, 2026
- CheckedNov 10, 2026