mem0-mcp-selfhosted
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- AlicenseAqualityDmaintenanceSelf-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.11111MIT

mem0-mcpofficial
AlicenseAqualityCmaintenanceSelf-hosted Mem0 MCP server integrating Qdrant, Neo4j, and Ollama for semantic memory search, graph entity relationships, and memory management via OpenMemory API.64MIT- FlicenseNot gradedqualityAmaintenanceEnables Claude Code to run a self-hosted persistent memory server backed by Qdrant, Neo4j, and Ollama, exposing 11 MCP tools for adding, searching, updating, deleting, and organizing memories and knowledge-graph entities. Supports Anthropic or local Ollama LLMs, automatic session hooks, and cross-session memory management.-
- AlicenseNot gradedqualityDmaintenanceA fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, etc.) that provides persistent memory storage with semantic search, using local embeddings and a local Qdrant vector store.MIT
- AlicenseNot gradedqualityCmaintenanceA persistent memory MCP server for Claude Code that enables long-term recall across sessions via hybrid search, code intelligence, and tools for reading/writing memory.24 npm5MIT
- FlicenseNot gradedqualityAmaintenanceEnables Claude Code to use a self-hosted persistent memory layer backed by Qdrant, Neo4j, and Ollama, with Anthropic or Ollama as the main LLM. It provides MCP tools to add, search, update, delete, and graph memories across sessions.-
TDQS
Scored across 15 tools
Most tools are clearly distinct (add_memory vs get_memory vs delete_memory, etc.). However, delete_entities and delete_all_memories are noted as functionally equivalent in self-hosted mode, causing some overlap. Also, mcp_get_entity and mcp_search_graph could be confused for entity lookups.
Many tools follow verb_noun pattern (add_memory, get_memory, delete_memory), but some use noun_first (memory_history, memory_queue_status) and two are prefixed with 'mcp_' (mcp_get_entity, mcp_search_graph), breaking consistency. Overall readable but mixed.
15 tools is well-scoped for a memory server. It covers CRUD, search, history, async task management, entity operations, and document ingestion without excess.
Core memory operations are fully covered (add, get, update, delete, search, history). Entity management and async task monitoring are included. Minor gap: no task cancellation tool. Also, delete_entities is redundant with delete_all_memories.