Best Ranking AI Skills & MCP Servers
8 curated Ranking skills and MCP servers — install any of them into Claude, Cursor, ChatGPT, n8n, or any AI stack with one command.
Toolcairn
Agent-first MCP server: AI coding agents find, compare, verify, and stack-build the right open-source tools across 35+ registries (npm, PyPI, Cargo, Maven, Go, RubyGems, NuGet, Hex, Composer, and more). Graph-aware ranking + version-aware compatibility in
Clirank
MCP server for API discovery and recommendations: help Claude Code, Codex, Cursor, Cline, and other coding agents choose APIs with current CLIRank data instead of stale model memory
Astro
MCP server for Astro ASO (App Store Optimization) data - Access keyword rankings, historical data, and app metrics
Polysearch
Unified search interface supporting multiple search engines with deduplication and weighted ranking
Instant Games Open
TapTap Open API MCP Server - Documentation and Management APIs for TapTap Minigame and H5 Games (Leaderboard, and more features coming)
Brick Fts
Full-text search with TF-IDF ranking — index files, search with relevance scoring, suggest completions.
Semantic Search
Semantic codebase search engine with embedding-based ranking and MCP server
discava – Business Directory for AI
Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data
About Ranking skills on iClaude
iClaude is the universal install layer for AI skills. Every Ranking skill on this page can be installed into Claude Code, Claude Desktop, Cursor, ChatGPT, n8n, Codex, and more — using a single copy-paste command. No config drift, no per-stack adapters, no manual MCP wiring.