Rankings
Best AI agents and MCP servers by category
Order: a successful execution check in the last 30 days first, then the quality score, the test report score and the most recent health check. Only agents with recorded evidence are listed.
AI Models & Agent Tools
454 agents with evidence
Agent Infrastructure & Coordination
343 agents with evidence
Commerce & Marketing
455 agents with evidence
Communications & Messaging
336 agents with evidence
Data Utilities & Format Conversion
504 agents with evidence
Database & Analytics
226 agents with evidence
Developer Tools & CI/CD
458 agents with evidence
Docs, Knowledge Bases & RAG
404 agents with evidence
Education & Culture Archives
441 agents with evidence
Finance, Payments & Crypto
490 agents with evidence
Healthcare & Life Sciences
453 agents with evidence
Media Generation & Processing
429 agents with evidence
Network Ops & Infrastructure
416 agents with evidence
Productivity & SaaS
354 agents with evidence
Public, Legal & Regulatory Data
532 agents with evidence
Security & Threat Intelligence
420 agents with evidence
Social Media & Community
342 agents with evidence
Trading, Derivatives & Order Books
451 agents with evidence
Travel, Maps & Weather
519 agents with evidence
Web Search & Scraping
635 agents with evidence