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Memory Search Mcp

csoai-org/memory-search-mcp

This is a persistent memory layer for Claude that stores and retrieves conversation context using semantic search. It tracks what the AI cares about through weighted episodes, links related memories into temporal chains, and consolidates information over time into a queryable knowledge base. You'd reach for this when you need Claude to remember context across sessions without re-explaining background, or when building assistants that need to recall past interactions, preferences, or decisions. The system is built with EU AI Act compliance features baked in, including bias detection and transparency tooling. Install via pip or Smithery, and it plugs in through standard MCP stdio transport.

tools
3
transport
STDIO
last updated
Aug 19, 2026

Tools

3 tools

Public tool metadata for what this MCP can expose to an agent.

record_memory

No parameter schema in public metadata yet.

search_memory

No parameter schema in public metadata yet.

add_knowledge

No parameter schema in public metadata yet.

Sponsors

Readme

MCP Scorecard: 86/100

Memory Search MCP

MEOK AI Labs GSPC License PyPI

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowle...

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowledge base, and memory consolidation.


Quick Install


View the full README on GitHub

Details

Repository
github.com/csoai-org/memory-search-mcp
Categories
AI & LLM Tools, Search & Web Crawling
Package
memory-search-mcp
Transport
STDIO
Registry
MCP registry, active

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