{"serverInfo":{"name":"ai-agents-info","version":"1.0.0","title":"AI Agents Info directory","websiteUrl":"https://www.aiagentsinfo.com/mcp"},"authentication":{"required":false,"schemes":[]},"tools":[{"name":"search_agents","description":"Search the AI Agents Info directory of AI agents and tools. Optional category slug. Each hit includes the canonical listing URL.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"Name, vendor, summary, tag, or use case. At least 2 characters."},"category":{"type":"string","description":"Optional directory category slug or title, such as coding-agents or AI agents."},"limit":{"type":"integer","description":"How many listings to return, 1 to 15. Default 8."}},"required":["query"]},"annotations":{"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"get_agent","description":"Read one directory listing by slug, including pricing, features, related listings, and the canonical URL.","inputSchema":{"type":"object","properties":{"slug":{"type":"string","description":"Directory slug, such as claude-code or langchain."}},"required":["slug"]},"annotations":{"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"list_categories","description":"List directory categories that currently have listings, with counts and category page URLs.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"compare_agents","description":"Place two to five directory listings side by side from fields already on the site. This is not a scored ranking.","inputSchema":{"type":"object","properties":{"slugs":{"description":"Two to five directory slugs, as an array or a comma-separated string.","anyOf":[{"type":"array","items":{"type":"string"},"minItems":2,"maxItems":5},{"type":"string"}]}},"required":["slugs"]},"annotations":{"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"search_research","description":"Search original research notes and paper breakdowns on AI Agents Info. Each hit includes the canonical research URL.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"Title, abstract, or topic. At least 2 characters."},"limit":{"type":"integer","description":"How many notes to return, 1 to 10. Default 6."}},"required":["query"]},"annotations":{"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"list_free_tools","description":"List directory listings whose pricing includes free or open source, plus the free tools hosted on this site. Each item includes its canonical URL.","inputSchema":{"type":"object","properties":{"category":{"type":"string","description":"Optional directory category slug or title."},"limit":{"type":"integer","description":"How many directory listings to return, 1 to 50. Default 25."}}},"annotations":{"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"list_comparisons","description":"List the sourced comparison tables on AI Agents Info, such as harnesses, coding agents, and shopping agents.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"Optional filter on the comparison title, summary, or job."}}},"annotations":{"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}}],"resources":[],"prompts":[]}