mcp-memory-service #912
Description
Display Name
mcp-memory-service
Category
Tooling
Sub-Category
None
Primary Link
https://github.com/doobidoo/mcp-memory-service
Author Name
doobidoo
Author Link
License
Apache-2.0
Other License
No response
Description
MCP server providing semantic persistent memory for Claude Code and 20+ AI applications. Features vector embeddings (ONNX),
SQLite-Vec/Cloudflare/Hybrid storage backends, REST API dashboard, knowledge graph with relationship inference, autonomous
memory consolidation, OAuth 2.1 team collaboration, and quality scoring. Includes ready-to-use hooks for automatic session
memory capture and a suite of Claude Code agents (release manager, code quality guard, changelog archival).
Validate Claims
Clone the repo, run pip install -e ., then python -m mcp_memory_service.server. Add to Claude Desktop config as an MCP
server. After a session, memories persist and are semantically searchable. Run pytest (1,420 tests). Check /api/health on
the HTTP server.
Specific Task(s)
- Store a memory: ask Claude "Remember that I prefer snake_case in Python projects"
- Retrieve semantically: ask "What are my coding preferences?" — returns the stored memory via vector search
- Run consolidation: POST /api/consolidation/run — compresses similar memories autonomously
Specific Prompt(s)
- "Remember that we use pytest for all tests in this project"
- "What do you remember about my project conventions?"
- "Search memories for 'deployment configuration'"
Additional Comments
No response
Recommendation Checklist
- I have checked that this resource hasn't already been submitted
- It has been over one week since the first public commit to the repo I am recommending
- All provided links are working and publicly accessible
- I do NOT have any other open issues in this repository
- I am primarily composed of human-y stuff and not electrical circuits