AI Collection

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as io.github.kerbelp/ai-collection and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

If this is your server, claim the listing to edit it and take ownership. The registry index lists everything else still awaiting a probe.

Tools this endpoint exposes

Read directly from the endpoint on 28 Oct 2026. Not supplied by the maker.

• search_tools

  Search the AI Collection directory for AI tools matching a query. Returns a ranked list with name, URL, and short description. Use this for 'find me a tool that does X' requests.

• get_tool

  Fetch the full detail page for a specific AI tool by its linkName. Returns name, full description, category, screenshot, and additional information if available.

• list_categories

  List all categories in the directory. Useful when the user wants to browse by topic or narrow a search by category.

• browse_category

  List applications inside a specific category, paginated. Use this when the user wants to explore an area rather than search for a specific tool.

• get_alternatives

  Given a specific AI tool, return similar tools (same category, excluding the original). Use for 'what's like X?' or 'cheaper alternative to Y' questions.

• get_top_picks

  Return curated editorial picks across the directory, or within a specific category if provided. Use for 'recommend the best AI tools' or 'top X in Y' questions.

• compare_tools

  Compare two AI tools side-by-side. Returns structured attributes for both (pricing, deployment, modality, content policy) so the client can recommend which fits a user's needs.