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
- AlicenseAqualityAmaintenanceProvides persistent, searchable memory for AI agents, enabling them to retain, recall, and reflect on information across conversations.191MIT
- AlicenseNot gradedqualityDmaintenanceA 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

Memsolus MCP Serverofficial
AlicenseAqualityDmaintenanceProvides persistent long-term memory for AI agents through semantic search and automated knowledge graph extraction. It enables agents to store, recall, and reason over facts, preferences, and relationships across multiple conversations and sessions.148 npmMIT- FlicenseNot gradedqualityBmaintenanceProvides AI agents with persistent, searchable long-term memory across sessions, enabling storage, full-text retrieval, updates, GDPR-compliant deletion, session summaries, and cross-referencing with per-namespace isolation.-
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.