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 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_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 trustworthy option based on data.
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 templates, and spec links.