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Availability: Claude-mem MCP tools work with Claude Desktop on macOS and Windows.

Overview

Claude Desktop can access your claude-mem memory database through MCP tools. This allows you to search past sessions, decisions, and observations directly from Claude Desktop conversations.

Prerequisites

Before configuring MCP tools, ensure:
  1. claude-mem is installed and the worker service is running
  2. MCP server is configured in Claude Desktop (uses the mcp-search MCP server)

Verify Worker is Running

Installation

Step 1: Configure MCP Server

The skill requires the mcp-search MCP server. Add this to your Claude Desktop configuration:
Edit ~/Library/Application Support/Claude/claude_desktop_config.json:
Replace YOUR_USERNAME with your actual username. Restart Claude Desktop after editing the configuration.

Step 2: Restart Claude Desktop

Close and reopen Claude Desktop for the MCP server configuration to take effect.

Usage

Once installed, the skill auto-activates when you ask about past work:

Available MCP Tools

The skill provides three core MCP tools following a 3-layer workflow pattern:
ToolDescription
searchSearch memory index. Returns compact results with IDs for filtering
timelineGet chronological context around a query or observation ID
get_observationsFetch full observation details by ID (use after filtering with search/timeline)

Token-Efficient Workflow

  1. Search → Get index with IDs (~50-100 tokens/result)
  2. Timeline → Get context around interesting results
  3. Get Observations → Fetch full details ONLY for filtered IDs
This 3-layer approach provides ~10x token savings compared to fetching full details upfront.

Troubleshooting

Skill Not Appearing

  1. Verify the zip file was properly installed
  2. Check Claude Desktop’s skill installation logs
  3. Restart Claude Desktop

MCP Server Connection Failed

  1. Verify the worker is running: curl http://127.0.0.1:$WORKER_PORT/api/health
  2. Check the MCP server path in configuration
  3. Look for errors in Claude Desktop logs

Search Returns No Results

  1. Ensure claude-mem has recorded sessions (check http://127.0.0.1:$WORKER_PORT)
  2. Verify the database exists: ls ~/.claude-mem/claude-mem.db
  3. Test the API directly: curl "http://127.0.0.1:$WORKER_PORT/api/search?query=test"

Search Tools

Complete search API reference

Platform Integration

Build custom integrations