MCP Memory Service

Name: MCP Memory Service
Availability: InStock
Author: doobidoo

by doobidoo

Persistent shared memory for AI agent pipelines and Claude with a built-in knowledge graph.

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Works in:Cursor

Exposes:ToolsResources

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What it does

MCP Memory Service provides a high-performance, persistent memory backend for multi-agent systems and AI assistants. It allows agents to store decisions, share causal knowledge graphs, and retrieve context with minimal latency, preventing the "amnesia" that occurs when restarting chat sessions.

Tools

memory_store: Saves a new memory entry with optional tags.
memory_search: Performs semantic and keyword search across stored memories.
memory_harvest: Extracts key learnings from conversation transcripts.
memory_store_session: Ingests an entire conversation session for high-level recall.
memory_get_graph: Retrieves the knowledge graph structure of memories.

Installation

Add the following to your claude_desktop_config.json:

{
  "mcpServers": {
    "memory": {
      "command": "memory",
      "args": ["server"]
    }
  }
}

Supported hosts

Confirmed support for Claude Desktop, Claude.ai (via Remote MCP), Cursor, and various agent frameworks like LangGraph, CrewAI, and AutoGen.

Quick install

pip install mcp-memory-service

Information

Pricing: free
Published: 4/15/2026
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Related Apps

Choose your AI client and follow the steps below.

Cursor

Add memory server to MCP settings in Cursor

claude-ai

Remote MCP URL via Cloudflare Tunnel (e.g., https://your-tunnel.trycloudflare.com/mcp)

Claude Desktop

{"mcpServers": {"memory": {"command": "memory", "args": ["server"]}}}