ai-collection
Read-only MCP connector for searching and discovering 3,000+ AI tools from AI Collection.
Community: Submitted by a user or imported; check the owner before granting accessOnlineNo sign-inGlobalFreeRead-only
What it can do
- 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, tags, screenshot, and additional information if available.
- List Categories: List all categories in the directory with their tags. Useful when the user wants to browse by topic or narrow a search by category.
What data it sees
Do you need an account
No: the server works without sign-in
Read-only MCP connector for searching and discovering 3,000+ AI tools from AI Collection. Includes tools for search, categories, tool details, alternatives, and curated top picks.
Server tool list (6)
Raw names from tools/list. Only developers need these.
| 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, tags, screenshot, and additional information if available. |
| list_categories | List all categories in the directory with their tags. 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. |