{"slug":"memento-mcp","name":"Memento MCP","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"D","score":11,"tagline":"Tech teams building with LLMs face a challenge: memory that genuinely grows, adapts, and persists as work evolves. Memen","description":"Scalable, high performance knowledge graph memory system with semantic retrieval, contextual recall, and temporal awareness. Provides any LLM client that supports the model context protocol (e.g., Claude Desktop, Cursor, Github Copilot) with resilient, adaptive, and persistent long-term ontological memory.","tags":["knowledge-graph","neo4j","vector-db","semantic-search","long-term-memory"],"url":"https://way.space/tool/memento-mcp","stars":"—","category":"memory","categories":["memory"],"repo":"https://github.com/gannonh/memento-mcp","license":"MIT","maintainers":[{"login":"gannonh","url":"https://github.com/gannonh","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"2 recent contributors — concentrated","direction":"positive"},{"label":"Commit recency","detail":"last commit 488d ago","direction":"negative"},{"label":"Commit cadence","detail":"0 commits in 90 days","direction":"negative"},{"label":"Issue close ratio","detail":"37% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"0 releases in 12 months","direction":"negative"},{"label":"Stars (log-damped)","detail":"424 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"healthy engagement (0.45 per star)","direction":"positive"}]}