README

Memory Search MCP Server

By MEOK AI Labs — Sovereign AI tools for everyone.

Persistent memory system for AI agents and assistants. Record episodic memories with care-weighting and emotional valence, search with full-text relevance ranking, maintain a knowledge base, follow temporal chains, and consolidate old memories automatically.

Tools

Tool	Description
`record_memory`	Record a memory episode with care-weighting and emotional valence
`search_memory`	Semantic search across all memories with relevance ranking
`add_knowledge`	Add a knowledge entry to the persistent knowledge base
`search_knowledge`	Search the knowledge base by topic or content
`list_memories`	List recent memories, optionally filtered by type
`get_memory_stats`	Get statistics about the memory store
`get_temporal_chain`	Follow the temporal chain from a memory forward or backward
`consolidate_memories`	Consolidate old, low-access memories by summarizing them

Quick Start

pip install mcp
git clone https://github.com/CSOAI-ORG/memory-search-mcp.git
cd memory-search-mcp
python server.py

Claude Desktop Config

{
  "mcpServers": {
    "memory-search": {
      "command": "python",
      "args": ["server.py"],
      "cwd": "/path/to/memory-search-mcp"
    }
  }
}

Pricing

Plan	Price	Requests
Free	$0/mo	100 requests/day
Pro	$9/mo	Unlimited + vector embeddings + cloud sync
Enterprise	Contact us	Custom + team sharing + encryption at rest

Get on MCPize

Part of MEOK AI Labs

This is one of 255+ MCP servers by MEOK AI Labs. Browse all at meok.ai or GitHub.

MEOK AI Labs | meok.ai | nicholas@meok.ai | United Kingdom

Memory Search MCP Server

README

Memory Search MCP Server

Tools

Quick Start

Claude Desktop Config

Pricing

Part of MEOK AI Labs

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