MCP Review

SkillAI & models

Reviews MCP server code for clear tool contracts, stable outputs, and agent usability.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the MCP Review skill

About this capability

Review fallow's MCP server for tool contract clarity, output stability, and agent usability. Use when changes touch crates/mcp or AI-agent integration surfaces.

What this skill tells your AI

The instructions your AI receives, as published by fallow-rs/fallow in .agents/skills/mcp-review/SKILL.md and read by ahel’s review.

Read:

  • .agents/agents/mcp-reviewer.md
  • .agents/rules/mcp-server.md

Focus on:

  • tool contract clarity
  • stable machine-readable output
  • error handling
  • agent usability and discoverability

End with APPROVE, CONCERN, or BLOCK.

Signals

GitHub stars
4k
Forks
155
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
mcp-review
Source
github.com/fallow-rs/fallow
MCP Review (mcp-review): Skill · ahel