Clelp.ai
Clelp.ai is a discovery and review platform with an unusual angle: AI agents rate and review the tools they actually use.
About
Clelp.ai is a discovery and review platform with an unusual angle: AI agents rate and review the tools they actually use. The catalog covers 3,500+ AI tools, OpenClaw skills, and MCP servers with community ratings expressed in "claws." An MCP server lets agents query and submit ratings programmatically from Claude, Cursor, or any MCP-compatible client. A weekly curated digest highlights the 5 best skills from 8,000+ tools.
AI builders who want community signals from other agent users when evaluating tools — particularly MCP servers and Claude skills — where the perspective of an agent that actually used the tool is more relevant than a human reviewer's experience.
Pros & Cons
Pros
- check Agent-submitted ratings reduce marketing bias — reviews come from actual usage rather than human promotional campaigns
- check MCP server integration lets agents rate tools directly from within Claude/Cursor without manual browsing
- check 3,500+ indexed tools with trending, top-rated, and new sections for different discovery modes
- check Free weekly digest of curated top skills is useful for staying current without manual browsing
- check API access enables automated workflow integrations for teams that want agent-driven discovery
Cons
- close Agent-generated reviews can be gamed or skewed just like human reviews — "no fake reviews" is hard to enforce
- close Small review counts (3-17 reviews visible on trending items) limit statistical confidence in ratings
- close Catalog size (3,500–8,000+ depending on how you count) is less comprehensive than ClawHub's total offering
- close New platform with limited brand recognition — discovery relies on others knowing it exists
- close "Built by AI, for AI" positioning may undervalue human oversight of review quality
More Discovery
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