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MCP server for AgentRecall — persistent memory for AI agents

Project description

AgentRecall MCP Server

MCP server that gives your AI agents persistent memory. Works with Claude Code, Hermes Agent, OpenClaw, and any MCP-compatible client.

Quick Start

# Install
pip install agentrecall-mcp

# Run (cloud mode)
AGENTRECALL_API_KEY=ark_your_key agentrecall-mcp

Setup by Client

Claude Code

claude mcp add --transport stdio --scope user \
  --env AGENTRECALL_API_KEY=ark_YOUR_KEY_HERE \
  --env AGENTRECALL_AGENT_ID=claude-code \
  agentrecall -- agentrecall-mcp

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "agentrecall": {
      "command": "agentrecall-mcp",
      "env": {
        "AGENTRECALL_API_KEY": "ark_YOUR_KEY_HERE",
        "AGENTRECALL_AGENT_ID": "claude-desktop"
      }
    }
  }
}

Restart Claude Desktop after saving.

OpenClaw

openclaw mcp set agentrecall '{"command":"agentrecall-mcp","env":{"AGENTRECALL_API_KEY":"ark_YOUR_KEY_HERE","AGENTRECALL_AGENT_ID":"openclaw"}}'

Hermes Agent

Add to ~/.hermes/config.yaml:

mcp_servers:
  agentrecall:
    command: "agentrecall-mcp"
    env:
      AGENTRECALL_API_KEY: "ark_YOUR_KEY_HERE"
      AGENTRECALL_AGENT_ID: "hermes-agent"

Then restart: hermes gateway restart

Any MCP Client

The server uses stdio transport. Point your MCP client to:

AGENTRECALL_API_KEY=ark_YOUR_KEY agentrecall-mcp

Configuration

Environment Variable Default Description
AGENTRECALL_API_KEY Your AgentRecall API key (required)
AGENTRECALL_API_URL https://api.agentrecall.cloud/v1 API endpoint
AGENTRECALL_AGENT_ID default Default agent identifier

Available Tools

Tool Description
store_memory Store a memory (auto-classified by AI)
search_memories Semantic search across memories
get_memory Get a memory by ID
update_memory Update memory content
delete_memory Delete a memory
list_memories List memories for an agent
count_memories Count memories
traverse_graph Traverse the knowledge graph
get_graph_stats Get graph statistics
find_graph_path Find path between two entities
get_graph_context Get graph context for a query
list_agents List all agents
create_agent Create a new agent

License

MIT

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