mem0-lite
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Alternatives to mem0-lite
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- AlicenseNot gradedqualityAmaintenanceProvides persistent memory for AI coding agents via MCP, enabling agents to store and semantically recall facts, events, and lessons across sessions, all running locally without cloud dependencies.Apache 2.0
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- FlicenseNot gradedqualityBmaintenanceSelf-hosted AI memory system for coding assistants, providing project-scoped memory storage and retrieval via MCP tools (add, search, list, delete) to recall prior learnings without re-running discovery.-
- AlicenseNot gradedqualityFmaintenanceA self-hosted persistent memory platform for AI agents and humans offering tools for memory storage, search, beliefs, work management, and code intelligence via MCP.7GPL 3.0
- AlicenseNot gradedqualityBmaintenanceEnables AI assistants to store, retrieve, and manage persistent memories locally via an MCP server with hybrid vector and keyword search, plus tools for memory CRUD, search, backup, and import.MIT
- AlicenseNot gradedqualityDmaintenanceLocal-first AI memory layer with hybrid retrieval and brain-inspired namespaces. Enables agents to save, search, and manage memories directly via MCP tools.3 npmMIT
TDQS
Scored across 8 tools
Each tool has a clearly distinct purpose: add, update, search, get by ID, list, delete single, delete all, and rate. Potential confusion between search_memories and list_memories is addressed in descriptions, ensuring no ambiguity.
All tool names follow a consistent verb_noun pattern in snake_case (e.g., update_memory, search_memories, delete_all_memories). The naming is predictable and uniform across the set.
With 8 tools, the server is well-scoped for a memory management system. The count covers essential operations without being excessive or insufficient.
The tool surface provides complete coverage for memory CRUD (add, get, update, delete) plus search, listing, bulk deletion, and a feedback rating mechanism. No obvious gaps for the declared purpose.