# ActivityWatch MCP Server

> Use this tool when you need to integrate AI assistants with real-time computer activity tracking and analysis, enabling natural language queries about app usage and productivity patterns. It connects AI agents to ActivityWatch, providing insights into browsing history and time spent on applications without requiring technical syntax knowledge. This tool is ideal for use cases requiring automated time tracking and activity analysis.

Canonical page: https://skillsregistry.net/skills/jm-404-activitywatch-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jm-404-activitywatch-mcp

## Description

Connects AI assistants to ActivityWatch for real-time computer activity awareness and time tracking analysis. Enables natural language queries about app usage, browsing history, and productivity patterns through high-level tools without requiring AQL syntax knowledge.

## Trust

- **Trust score (0–1):** 0.95
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/qh1dqsk98a)
- **Repository:** <https://github.com/JM-404/activitywatch-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jm-404-activitywatch-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jm-404-activitywatch-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jm-404-activitywatch-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt