AgentRank AI Tool Index

Example Use Cases

• 1

  Up-to-date rankings of MCP servers and AI tools.

• 2

  Find production-ready tools based on real GitHub activity.

• 3

  Avoid stale or abandoned repositories when selecting tools.

Description

AgentRank provides a Google PageRank-like scoring system for AI agents to discover and rank MCP servers and tools based on freshness, issue health, dependents, stars, and contributors. It updates nightly with live GitHub data to ensure recommendations reflect current project status and adoption. This helps AI agents find production-ready tools without relying on stale or misleading popularity metrics.