memento-mcp
memento-mcp is an MCP server, listed under databases. It reaches neo4j and openai. It needs NEO4J_PASSWORD and OPENAI_API_KEY to authenticate. Its repository has 424 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
Memento MCP: A Knowledge Graph Memory System for LLMs
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. memento-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
Reaches
neo4j, openai
Credential
NEO4J_PASSWORD, OPENAI_API_KEY
Maintenance
Stars
424
State
listed
Licence
MIT
memento-mcp compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| memento-mcp (this page) | neo4j, openai | NEO4J_PASSWORD, OPENAI_API_KEY | 424 | 2025-10-27 | MIT |
| CodeGraphContext | neo4j(1 shared) | NEO4J_PASSWORD | 4,360 | 2026-10-22 | MIT |
| atlas-mcp-server | neo4j(1 shared) | MCP_AUTH_SECRET_KEY, NEO4J_PASSWORD | 478 | 2025-07-22 | Apache-2.0 |
| mcp | neo4j(1 shared) | NEO4J_MCP_PASSWORD | 300 | 2026-10-22 | NOASSERTION |
| mcp-neo4j-memory-server | neo4j(1 shared) | NEO4J_PASSWORD | 23 | 2025-03-15 | MIT |
| claude-code-memory | neo4j(1 shared) | NEO4J_PASSWORD | 11 | 2025-06-28 | — |
Ranked by services in common with memento-mcp, then by stars. Figures are from each repository when we last read it.
Common questions about memento-mcp
- What does memento-mcp do?
- Memento MCP: A Knowledge Graph Memory System for LLMs
- How do I install memento-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/gannonh/memento-mcp
- What does memento-mcp connect to, and what does it need?
- It reaches neo4j and openai. The credentials we found in its source are NEO4J_PASSWORD and OPENAI_API_KEY.
- Is memento-mcp official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 424 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2025-10-27.
- What licence does memento-mcp use?
- The repository declares the MIT licence.
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