agent-memory-hub
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- AlicenseNot gradedqualityDmaintenanceEnables AI agents to store and retrieve persistent memories using BM25 search, allowing them to remember past conversations and context across sessions.8MIT
- AlicenseNot gradedqualityDmaintenanceProvides persistent memory storage for AI agents with full-text search, tagging, and importance levels, enabling agents to store and retrieve memories efficiently.MIT
- 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
- AlicenseAqualityBmaintenanceProvides persistent, searchable memory for AI agents, enabling them to retain, recall, and reflect on information across conversations.191MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to store, recall, update, delete, and analyze persistent memories with semantic search, decay, and anomaly retrieval across hosted, self-hosted, or fully local storage modes.36 npm22MIT
- AlicenseNot gradedqualityBmaintenanceA searchable long-term memory server for AI agents using BM25 indexing over document chunks, enabling durable recall across sessions without cloud dependencies.1Apache 2.0
TDQS
Scored across 7 tools
Most tools have distinct purposes, but get_relevant_context and search_memory both retrieve memories based on relevance, which could cause confusion. However, descriptions differentiate automatic context retrieval from explicit search.
Majority follow verb_noun pattern (forget_memory, list_memories, search_memory, store_memory, update_memory). Two exceptions: get_relevant_context adds an adjective, and memory_summary inverts the order. Overall, mostly consistent with minor deviations.
7 tools is well-scoped for a memory management system. Each tool addresses a essential operation: create, read, update, delete, search, browse, and summarize, without unnecessary bloat.
Core CRUD and retrieval operations are covered. However, there is no direct 'get memory by key' tool; agents must infer keys from list or search results. This is a minor gap that agents can work around using existing tools.