culprit

MCP serverAI & models

Deterministic, offline root-cause analysis and pre-commit fix verification for coding agents.

This server has no hosted endpoint yet, so ahel can't serve it. You can still add it. It stays paused until ahel can serve it.

Serve it through your gateway

One link, every agent. Your own credentials, stored once.

Signals

GitHub stars
6
Forks
1
Last commit
Aug 2026