AI Startup Hub

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

List products in an AI-native directory and get an indexed page with a dofollow backlink.

Measured statistics

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "AI Startup Hub": {
      "url": "https://aihub.sarmkadan.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (5)

• list_products read-only

  Browse the catalog, newest first or by popularity, optionally filtered by category.

  Parameters:

  • page — integer — 1-based page
  • sortBy — string — newest or popular
  • category — ['string', 'null'] — Optional category filter
  • pageSize — integer — Items per page, 1-50

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• search_products read-only

  Full-text search over product names, descriptions and tags. Ordered by upvotes.

  Parameters:

  • query (required) — string — Search text
  • page — integer — 1-based page
  • pageSize — integer — Items per page, 1-50

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• submit_product

  List a product, tool or website in the AI Startup Hub directory. Returns the slug and the URL of a server-rendered, indexable page that carries a dofollow backlink to the submitted url. The url must be publicly reachable. No API key needed; limit 10 submissions per hour per IP, 3 products per host.

  Parameters:

  • url (required) — string — Public http(s) URL of the product homepage
  • name (required) — string — Product name, max 200 chars
  • tags — ['array', 'null'] — Up to 10 lowercase tags
  • category — ['string', 'null'] — One lowercase category, e.g. ai, developer-tools, saas, open-source, api, automation
  • description — ['string', 'null'] — One or two sentences on what the product does, max 5000 chars

  Hints: read-only not declared · destructive no · idempotent no · open-world yes

• upvote_product

  Upvote a product. One vote per IP per product.

  Parameters:

  • slug (required) — string — Product slug

  Hints: read-only not declared · destructive not declared · idempotent yes · open-world not declared

• get_product read-only

  Get one product by slug.

  Parameters:

  • slug (required) — string — Product slug

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.