Stubble AI

Connect AI agents to your activity data via the Model Context Protocol. Stubble runs a local MCP server that lets Claude Code, OpenClaw, and other compatible tools query your timeline, projects, and work patterns—securely and privately.

Run this command to display your MCP authentication key:

/Applications/Stubble.app/Contents/MacOS/stubble-mcp --show-key

{ "mcpServers": { "stubble": { "command": "/Applications/Stubble.app/Contents/MacOS/stubble-mcp", "env": { "STUBBLE_MCP_KEY": "sk-stubble-your-key-here" } } } }

{ "stubble": { "command": "/Applications/Stubble.app/Contents/MacOS/stubble-mcp", "env": { "STUBBLE_MCP_KEY": "sk-stubble-your-key-here" } } }

"What did I work on today?" "How much time did I spend in Terminal this week?" "Show me my project breakdown" "What was I doing at 2pm yesterday?"

AI-generated task summaries with duration, apps used, and context.

Raw activity records including app switches and window titles.

Full-text search across your activity history.

Project summaries with total time, recent activity, and status.

Day view with task blocks and idle periods.

AI-generated daily summary with focus metrics and highlights.

Your role, active projects, and tech stack for context.

Extracted URLs, file paths, and text from screen captures.

{ "tasks": [ { "title": "Working on authentication flow", "description": "Implementing OAuth2 login with Google provider", "start": "2024-01-15T09:30:00Z", "end": "2024-01-15T11:45:00Z", "duration_minutes": 135, "apps": ["VS Code", "Terminal", "Chrome"], "websites": ["github.com", "developers.google.com"], "project": "stubble-app" } ] }

All requests require a validSTUBBLE_MCP_KEYin the environment. Keys are stored locally and never transmitted.

60 requests per minute per client. Helps prevent runaway agents from overwhelming the system.

Automatic redaction of sensitive patterns: JWT tokens, API keys, passwords, and email addresses.

Screenshots, meeting notes, full file paths, complete URLs with query parameters.

All MCP requests are logged to~/.stubble/mcp-audit.logfor review.

Rotate your key anytime withstubble-mcp --rotate-key

Verify your key is correct by runningstubble-mcp --show-keyand comparing it to your config.

Wait 60 seconds before retrying. Consider batching queries or reducing polling frequency.

Make sure Stubble is running and has recorded activity. Check that the time range in your query matches when you were active.

Verify the MCP server is running:pgrep -f stubble-mcp. Restart Stubble if needed.

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