memory-engine-mcp
memory-engine-mcp is an MCP server, listed under memory & vectors. It reaches memory and sqlite. It needs MEMORY_API_TOKEN to authenticate. Its repository has 1 GitHub star and is licensed under MIT; we last read it on 2026-10-23.
Living memory system for AI assistants — SQLite + MCP with decay, learning, and knowledge graph
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. memory-engine-mcp’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
Maintenance
Living memory system for AI assistants — SQLite + MCP with decay, learning, and knowledge graph
memory-engine-mcp compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| memory-engine-mcp (this page) | memory, sqlite | MEMORY_API_TOKEN | 1 | 2026-10-22 | MIT |
| mcp-server-qdrant | qdrant | QDRANT_API_KEY | 1,553 | 2026-09-04 | Apache-2.0 |
| mcp-knowledge-graph | — | None listed | 886 | 2026-05-29 | MIT |
| chroma-mcp | chroma | CHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS | 601 | 2025-09-17 | Apache-2.0 |
| caura | — | None listed | 504 | 2026-10-25 | Apache-2.0 |
| MemoryMesh | — | None listed | 354 | 2026-03-01 | MIT |
Ranked by services in common with memory-engine-mcp, then by stars. Figures are from each repository when we last read it.
Common questions about memory-engine-mcp
- What does memory-engine-mcp do?
- Living memory system for AI assistants — SQLite + MCP with decay, learning, and knowledge graph
- How do I install memory-engine-mcp?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/SimoneB79/memory-engine-mcp
- What does memory-engine-mcp connect to, and what does it need?
- It reaches memory and sqlite. The credentials we found in its source are MEMORY_API_TOKEN.
- Is memory-engine-mcp official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 1 GitHub star and its state in our directory is listed. Its last commit we recorded was on 2026-10-22.
- What licence does memory-engine-mcp use?
- The repository declares the MIT licence.
More MCP servers for memory & vectors
- mcp-server-qdrant1,553 stars
- mcp-knowledge-graph886 stars
- chroma-mcp601 stars
- caura504 stars
- MemoryMesh354 stars
- neural-memory242 stars