Memory systems
mcp-memory-service
Self-hosted MCP memory server: semantic memory, knowledge graph, autonomous consolidation; REST API + web dashboard, ONNX local embeddings
Open source
★ 2,106 on GitHub · last commit Nov 10, 2026
What it is
Our note
Recurring pick in 2026 MCP-memory-server comparisons; backend for LangGraph/CrewAI/AutoGen pipelines
At a glance
- Business model
- Open source
- License
- Apache-2.0
GitHub activity
This product has a public repository, so we read it nightly from the GitHub API. Stars measure developer attention, not quality or market share.
“Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.” (repository description)
- Stars
- 2,106
- Forks
- 402
- Open issues
- 25
- Last commit
- Nov 10, 2026 (0 days ago)
- License (GitHub)
- Apache-2.0
Links and sources
- GitHub repositorygithub.com/doobidoo/mcp-memory-service
Added nov 9, 2026. Vendor facts come from the vendor’s own pages; benchmark claims are self-reported unless we say otherwise.