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Score any AI agent before you use it.

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What it can do

  • Score Agent: Before integrating an AI agent, check if it's trustworthy. Before releasing your own agent, check if it's discoverable. Scores any MCP server or AI agent URL on 5 dimensions: Schema Quali
  • Compare Agents: Choosing between two AI agents for a task? Scores both and shows which is stronger in each category — schema quality, reliability, docs, ecosystem, maintenance. Helps pick the more tru
  • Get Fix Recommendations: Building an AI agent? Get a prioritized list of improvements to make it more discoverable and trustworthy. Shows current score, what to fix, expected point gains per fix, code

What data it sees

Do you need an account

No: the server works without sign-in

Score any AI agent before you use it. Score your own before you release it. Checks 5 trust dimensions — schema quality, reliability, docs, ecosystem, maintenance — and returns a 0-100 grade with prioritized fixes.

Server tool list (3)

Raw names from tools/list. Only developers need these.

score_agentBefore integrating an AI agent, check if it's trustworthy. Before releasing your own agent, check if it's discoverable. Scores any MCP server or AI agent URL on 5 dimensions: Schema Quality, Functional Reliability, Developer Experience, Ecosystem Signal, and Maintenance Health. Returns 0-100 score with grade (A-F), category breakdown, and prioritized fix recommendations showing exactly what to add for maximum improvement.
compare_agentsChoosing between two AI agents for a task? Scores both and shows which is stronger in each category — schema quality, reliability, docs, ecosystem, maintenance. Helps pick the more trustworthy option based on data.
get_fix_recommendationsBuilding an AI agent? Get a prioritized list of improvements to make it more discoverable and trustworthy. Shows current score, what to fix, expected point gains per fix, code templates, and spec links.