alexanderclapp/clirank-mcp-server

Overview

An MCP server that wraps the CLIRank API, enabling search, comparison, and documentation retrieval for over 420 APIs ranked by their suitability for AI agents. It exposes these capabilities through the Model Context Protocol for integration with AI assistants and agent frameworks.

Best for

Best for
Developers building AI agents who need a quick way to find and evaluate APIs that work well with automated agents

Use cases

• Discovering APIs that are optimized for AI agent integration
• Comparing multiple APIs side-by-side for agent-friendly features
• Fetching documentation for a specific API directly from an AI assistant

Notes

An MCP server that wraps the CLIRank API, enabling search, comparison, and documentation retrieval for over 420 APIs ranked by their suitability for AI agents. It exposes these capabilities through the Model Context Protocol for integration with AI assistants and agent frameworks.

0 stars on GitHub. Last updated 2026-05-15. Licensed MIT.

Use cases

• Discovering APIs that are optimized for AI agent integration
• Comparing multiple APIs side-by-side for agent-friendly features
• Fetching documentation for a specific API directly from an AI assistant

Pros

• Provides a curated, ranked list of APIs specifically evaluated for AI agent use
• Integrates via the standard MCP protocol, making it compatible with many AI tools
• Covers a large set of 420+ APIs for broad discovery

Cons

• Zero stars and no community traction, indicating limited testing or adoption
• Depends on the external CLIRank service, which may change or become unavailable
• No version history or release notes visible, raising concerns about maintenance

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.