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.
limitqueryrequiredcategory
io.github.kerbelpPublished by GitHub account kerbelpv0.1.0Updated Oct 29, 2026
Discover and compare AI tools: search, browse categories, find alternatives and curated picks.
Remote MCP server for the AI Collection directory: lets an assistant search, browse, compare and get recommendations for AI tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.kerbelp%2Fai-collection/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"ai-collection": {
"type": "http",
"url": "https://thataicollection.com/mcp"
}
}
}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.
limitqueryrequiredcategoryFetch the full detail page for a specific AI tool by its linkName. Returns name, full description, category, screenshot, and additional information if available.
linkNamerequiredList all categories in the directory. Useful when the user wants to browse by topic or narrow a search by category.
Takes no parameters.
List applications inside a specific category, paginated. Use this when the user wants to explore an area rather than search for a specific tool.
limitoffsetlinkNamerequiredGiven a specific AI tool, return similar tools (same category, excluding the original). Use for 'what's like X?' or 'cheaper alternative to Y' questions.
limitlinkNamerequiredReturn 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.
limitcategoryCompare 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.
linkName_arequiredlinkName_brequired83% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.