Python · Apache-2.0
doobidoo/mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
★ 2.1k
Stars
391 forks · 34 open issues
+4.4/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
45.8
Momentum / 100
see the breakdown below
22mo ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 14.1 | +4.4/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 7.1 | last week ran 1.48× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 9.6 | 2.1k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 45.8 | sum of the above |
Detail
| Topics | agent-memoryagentic-aiai-agentsautogenclaudecrewaiknowledge-graphlanggraphlong-term-memorymcpmcp-servermemorymodel-context-protocolmulti-agentopen-sourceragsemantic-searchsqlite-vecvector-databasevector-storage |
| Matched on | AI Agents (multi-agent) RAG (semantic-search, vector-database) Agent Skills & MCP (model-context-protocol) |
| Short window | +31 stars over 7 days = 4.4/day |
| Long window | +78 stars over 26 days = 3.0/day |
| Lifetime average | 3.07 stars/day over 679 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |