{"server":"AI Agents Listing","checked":"2026-11-03","tools":[{"name":"compare","title":"Compare listings","description":"Compare 2-5 listings side by side on pricing, access model, categories, heat, upvotes and rating. Takes slugs. Resolve them with search_listings or find_alternatives first.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"slugs":{"minItems":2,"maxItems":5,"type":"array","items":{"type":"string","minLength":1,"maxLength":100}}},"required":["slugs"]}},{"name":"discover","title":"Discover listings","description":"Browse the directory by vertical, category, pricing and access model. Use this when the ask is a kind of product rather than a name, e.g. 'open-source MCP servers for databases', 'free coding agents'.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"type":{"description":"Agent, McpServer or Skill","type":"string","enum":["Agent","McpServer","Skill"]},"category":{"description":"Category name or slug","type":"string","maxLength":100},"pricingModel":{"type":"string","enum":["Free","Freemium","Paid"]},"accessModel":{"type":"string","enum":["OpenSource","ClosedSource","Api"]},"industry":{"type":"string","enum":["Horizontal","Vertical"]},"sort":{"default":"heat","type":"string","enum":["heat","upvotes","newest"]},"limit":{"default":10,"type":"integer","minimum":1,"maximum":25}}}},{"name":"find_alternatives","title":"Find alternatives","description":"Alternatives and competitors to a product. Takes a listing slug, a website URL, or just the product name, including products that are not in the directory, in which case the closest listings by topic come back instead.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"product":{"type":"string","minLength":1,"maxLength":255,"description":"Slug, website URL or product name"},"limit":{"default":8,"type":"integer","minimum":1,"maximum":15}},"required":["product"]}},{"name":"get_listing","title":"Get listing","description":"Fetch one published listing by its slug, with full description and links.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"slug":{"type":"string","minLength":1,"maxLength":100}},"required":["slug"]}},{"name":"list_categories","title":"List categories","description":"List the category ids a submission can be filed under. Call this before submit_listing. That tool takes category ids, not names.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"type":{"description":"Only categories for this vertical","type":"string","enum":["Agent","McpServer","Skill"]}}}},{"name":"new_launches","title":"New launches","description":"The most recently published listings in the directory.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"days":{"default":30,"description":"How far back to look","type":"integer","minimum":1,"maximum":90},"limit":{"default":10,"type":"integer","minimum":1,"maximum":25}}}},{"name":"search_listings","title":"Search listings","description":"Search published AI agents, MCP servers and skills in the directory by name, tagline or description.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"query":{"type":"string","maxLength":255,"description":"Free-text search over name, tagline, description"},"type":{"description":"Restrict to one vertical","type":"string","enum":["Agent","McpServer","Skill"]},"limit":{"default":10,"type":"integer","minimum":1,"maximum":25}},"required":["query"]}},{"name":"submit_listing","title":"Submit a listing (sign-in required)","description":"Submit a product to the directory on behalf of the connected user. The listing enters the same pending review queue as a web submission; the returned URL is where the submitter finishes and tracks it. Submitting a URL that already exists updates that listing's submitter details instead of creating a duplicate. Requires an authenticated connection: call this tool to get the sign-in instructions.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{}}},{"name":"submit_review","title":"Review a listing (sign-in required)","description":"Leave a review on a listing on behalf of the connected user: a 1-5 star rating and an optional note on what worked and what did not. One review per account per listing is kept; calling again updates it. Reviews land on the public page labeled as agent-submitted. Requires an authenticated connection: call this tool to get the sign-in instructions.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{}}},{"name":"trending","title":"Trending listings","description":"Listings gaining momentum right now, ranked by heat (the 0-100 engagement score), upvotes or new reviews over a rolling window. Paid listings get no ranking preference here; the `featured` flag says which ones are paid.","inputSchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"metric":{"default":"heat","description":"What momentum is measured by","type":"string","enum":["heat","upvotes","reviews"]},"window":{"default":"7d","description":"Rolling window the ranking is measured over","type":"string","enum":["24h","7d","30d","all"]},"limit":{"default":10,"type":"integer","minimum":1,"maximum":10}}}}]}