F
licenseA
qualityB
maintenanceGives agents a stable interface for durable memory, combining exact, lexical, semantic, and graph search results.
3
2
-
Engram Memory MCP
by lumetra-io
Related Servers
Alternatives to Engram Memory MCP
No user-submitted related servers found.
Related Servers
- AlicenseAqualityCmaintenanceEnables persistent memory management with semantic vector recall, BM25 keyword search, and 3-way fused retrieval combining lexical, semantic, and tag-based signals.713 npmMIT
- AlicenseNot gradedqualityBmaintenanceEnables hybrid retrieval over agent memory and documents by fusing BM25 lexical and cosine vector rankings with reciprocal rank fusion, plus knowledge graph expansion, semantic caching, and context reordering for RAG.7MIT
- AlicenseNot gradedqualityBmaintenanceEnables agents to build and query structured semantic graphs, extracting, traversing and multi-hop reasoning over entity-relation-object triples while producing Cypher and JSON-LD graph output. It also combines BM25 lexical and dense vector retrieval with rank fusion, semantic caching and context reordering for grounded agentic memory.7MIT
- AlicenseNot gradedqualityBmaintenanceEnables agents to maintain multi-tier memory across working scratchpad, dialogue buffer, and episodic stores with recency decay. Supports hybrid BM25/vector retrieval, rank fusion, graph expansion, and context reordering for optimized MCP-based memory and RAG workflows.7MIT
- AlicenseNot gradedqualityCmaintenanceProvides AI assistants with persistent long-term memory by organizing experiences into documents, memory atoms, and a knowledge graph, and enabling hybrid BM25/vector/graph retrieval with decay, reinforcement, and automatic recall.MIT
This server cannot be deployed
Maintenance
ActivityInactive
ResponsivenessNo issues