Judges Panel
Run a panel of 45 automated judges on AI-generated code for security, cost, and quality before you merge or ship.
Overview
Judges Panel is a MCP server for the Ship phase that runs 45 judges with AST-backed checks on AI-generated code for security, cost, and quality.
What is this MCP server?
- 45 judges evaluate AI-generated code across security, cost, and quality dimensions
- Built-in AST analysis for structural code inspection
- npm package @kevinrabun/judges with stdio MCP transport
- Server manifest version 3.99.0
- Designed to gate risky agent commits before human merge
- 45 judges documented in server description
Community signal: 6 GitHub stars.
What problem does it solve?
Agent-written code ships fast but solo builders lack a consistent multi-axis review layer between generation and merge.
Who is it for?
Indie developers who generate large agent diffs and want a structured 45-judge gate before merge or release.
Skip if: Teams that rarely use AI codegen, or workflows that need formal penetration tests instead of automated static judges.
What do I get? / Deliverables
After you add the server, each agent output can be judged automatically so you fix security, cost, and quality issues before shipping.
- Multi-judge security, cost, and quality reports on AI-written code
- AST-informed findings you can feed back to the agent for fixes
- Repeatable pre-merge review ritual for agent-assisted shipping
Recommended MCP Servers
Journey fit
How it compares
Multi-judge AI code review MCP, not a single-purpose linter or compliance PDF lookup server.
Common Questions / FAQ
Who is Judges Panel for?
It is for solo and small-team developers who rely on AI agents for implementation and need repeatable security, cost, and quality scoring on those outputs.
When should I use Judges Panel?
Use it in the ship review step after the agent produces or updates code and before you merge, tag a release, or deploy.
How do I add Judges Panel to my agent?
Install @kevinrabun/judges from npm, configure a stdio MCP server entry in Claude Code or Cursor, restart MCP, then call the judge tools on your generated files.