spherical-memory-mcp
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- AlicenseNot gradedqualityDmaintenanceEnables AI agents to store, search, and recall semantic memories with three memory types (semantic, episodic, procedural) and auto-consolidation, compounding intelligence over time.10 npmMIT

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.1414 npmMIT- AlicenseNot gradedqualityCmaintenanceProvides persistent long-term memory for AI agents with semantic search and activation-based decay. Enables AI systems to remember across sessions through layered memory architecture and automatic context-aware retrieval.16 npmMIT
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- FlicenseNot gradedqualityBmaintenanceA long-term memory system built for AI Agents. Agent wakes up already knowing who he is, not querying "who am I?" every session. Every turn calling back accurate memory context. Achieving accurate memory hits while also preventing memory from expanding at scale. No compression, no forgetting.35-
TDQS
Scored across 8 tools
Each tool targets a specific aspect of memory management: heartbeat for timing, decay for forgetting, stats for overview, link for associations, two recall methods for different search styles, event registration, and memory storage. No overlap in purposes.
All tool names follow a consistent 'tool_' prefix with a clear verb_noun or verb_preposition_noun pattern (e.g., store_memory, recall_by_gravity). The naming convention is uniform and predictable.
With 8 tools, the server is well-scoped for a memory system. It covers creation, retrieval in two modes, linking, decay, statistics, event management, and session tracking without being overwhelming or sparse.
The tool set covers core operations but lacks explicit update or delete tools for memories/events. The decay tool handles forgetting, but direct modifications are absent, which could limit certain workflows.