# ActivityWatch MCP Server

> Use this tool when you need to integrate large language models (LLMs) with time tracking data, enabling applications like automated task analysis and personalized productivity insights. The ActivityWatch MCP Server connects LLMs to ActivityWatch, allowing for seamless interaction with user time tracking data. It accepts LLM queries as input and outputs relevant time tracking information, facilitating informed decision-making and optimized productivity workflows.

Canonical page: https://skillsregistry.net/skills/jelloeater-activitywatch-mcp-server-py  
JSON: https://api.skillsregistry.net/v1/skills/jelloeater-activitywatch-mcp-server-py

## Description

A Model Context Protocol (MCP) server that connects to ActivityWatch, allowing LLMs like Claude to interact with your time tracking data.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vqqzfjzzry)
- **Repository:** <https://github.com/Jelloeater/activitywatch-mcp-server-py>

## 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": "jelloeater-activitywatch-mcp-server-py"
    }
  }
}
```

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