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agent-memorystore-mcp

MCP server providing persistent cross-session memory for AI agents — store, recall, search, and summarize memories across agent boundaries

npm277/wk
Updated
Apr 24, 2026

Quick Install

npx -y agent-memorystore-mcp

agent-memory-mcp

MCP server providing persistent cross-session memory for AI agents. Store, recall, search, and summarize memories across agent boundaries.

Install

npm install

Run

node src/index.js

Tools

ToolDescription
rememberStore a memory with type classification and optional TTL
recallRetrieve memories by keyword search, sorted by relevance then recency
forgetDelete memories by exact key, wildcard prefix, or clear all
get_user_profileAggregate knowledge about a user/entity from all agents
summarize_sessionStore session summaries with decisions and unresolved items
search_across_agentsSearch memories across all agents
get_memory_statsDashboard of memory usage, counts, and type distribution

Resources

URIDescription
memory://agentsAll agents with memory counts
memory://recentLast 50 memories across all agents

Memory Types

  • fact — Objective information
  • preference — User/agent preferences
  • interaction — Record of an interaction
  • learning — Lessons learned, insights
  • context — Session context, summaries

Claude Desktop Config

{
  "mcpServers": {
    "agent-memory": {
      "command": "node",
      "args": ["/path/to/agent-memory-mcp/src/index.js"]
    }
  }
}

Test

npm test

License

MIT

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