LocalFree

AI Dev Analytics MCP server

LWTlong/ai-dev-analytics

Observability for AI coding: tracks token usage and time, and turns AI deviations into persistent project rules.

Install AI Dev Analytics in Claude Code

This server doesn't publish a package to a registry, so follow the install steps in its README. Once it runs, register it with Claude Code:

Claude Code
claude mcp add ai-dev-analytics -- <command to start the server>

Frequently asked questions

What does the AI Dev Analytics MCP server do?

Observability for AI coding: tracks token usage and time, and turns AI deviations into persistent project rules.

Is the AI Dev Analytics MCP server free?

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Does AI Dev Analytics run locally or remotely?

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

How do I add AI Dev Analytics to Claude Code?

Follow the install steps in the project's README at https://github.com/LWTlong/ai-dev-analytics, then register it with "claude mcp add".

More developer tools MCP servers

View all