gannonh/memento-mcp

Memento MCP: A Knowledge Graph Memory System for LLMs

61
/ 100
Established

This system helps large language models (LLMs) remember information over time, similar to a sophisticated long-term memory. It takes in facts, observations, and relationships, organizing them into a dynamic 'knowledge graph.' The output is a more informed LLM that can recall past interactions and contextual details, making it useful for developers building advanced AI applications.

408 stars. Available on npm.

Use this if you are developing an LLM application and need to provide your AI with persistent, contextually rich, and time-aware memory capabilities.

Not ideal if you are an end-user simply looking to interact with an LLM and do not have the technical expertise to integrate memory systems at a developer level.

AI development LLM applications knowledge management semantic search contextual AI
Maintenance 6 / 25
Adoption 10 / 25
Maturity 25 / 25
Community 20 / 25

How are scores calculated?

Stars

408

Forks

63

Language

TypeScript

License

MIT

Last pushed

Oct 27, 2025

Commits (30d)

0

Dependencies

8

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