mcp-memory-service
✅ Recently maintainedOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Python · Apache-2.0 · Last push 2026-11-02
Official repository & installation ↗GitValue · Value evidence
Unscored · Evidence coverage 0%
Provisional rubric; documentation and runtime testing are separate. Missing evidence does not imply low value.
Star history
View historical data
| Date | Stars |
|---|---|
| 2026-10-05 | 1,977 |
| 2026-10-06 | 1,981 |
| 2026-10-07 | 1,986 |
| 2026-10-08 | 1,997 |
| 2026-10-09 | 1,998 |
| 2026-10-10 | 1,999 |
| 2026-10-11 | 2,001 |
| 2026-10-12 | 2,003 |
| 2026-10-13 | 2,005 |
| 2026-10-14 | 2,009 |
| 2026-10-15 | 2,012 |
| 2026-10-16 | 2,015 |
| 2026-10-17 | 2,016 |
| 2026-10-18 | 2,016 |
| 2026-10-19 | 2,020 |
| 2026-10-20 | 2,022 |
| 2026-10-21 | 2,027 |
| 2026-10-22 | 2,031 |
| 2026-10-23 | 2,034 |
| 2026-10-24 | 2,036 |
| 2026-10-25 | 2,042 |
| 2026-10-26 | 2,046 |
| 2026-10-27 | 2,049 |
| 2026-10-28 | 2,051 |
| 2026-10-29 | 2,054 |
| 2026-10-30 | 2,056 |
| 2026-10-31 | 2,056 |
| 2026-11-01 | 2,059 |
| 2026-11-02 | 2,058 |
| 2026-11-03 | 2,065 |
Get the project
git clone https://github.com/doobidoo/mcp-memory-service.gitCloning downloads the source. For dependencies and installation, follow the project README.
Related projects & alternative candidates
Related domains do not imply feature parity. Review official documentation and licenses.
Lightweight, high-speed in-process C++ vector database by Alibaba supporting local semantic search, full-text retrieval, and LLM agent memory.
★ 16,177OpenVikingSelf-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
★ 41,410xerjA single Rust binary that indexes code, docs, logs and PDFs for BM25, vector and hybrid search, with an Elasticsearch-compatible API and MCP server for agents.
★ 18,847