AI Startup Hub

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

Should I use this

Quality & Safety

A
Description quality
82%
Schema completeness
98%
Naming quality
96%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'upvote_product' description lacks action verbin upvote_product

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~580Tokens (tool definitions)
~864 BTypical response size
Minimal attention impact (0.45% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "aihub": {
      "url": "https://aihub.sarmkadan.com/mcp"
    }
  }
}

Remote endpoints

https://aihub.sarmkadan.com/mcpstreamable-http

What it can do

Tool inventory

Tools (5)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢list_products(sortBy, category, page, pageSize)

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

Input Schema

{
  "type": "object",
  "properties": {
    "sortBy": {
      "description": "newest or popular",
      "type": "string",
      "default": "newest"
    },
    "category": {
      "description": "Optional category filter",
      "type": [
        "string",
        "null"
      ],
      "default": null
    },
    "page": {
      "description": "1-based page",
      "type": "integer",
      "default": 1
    },
    "pageSize": {
      "description": "Items per page, 1-50",
      "type": "integer",
      "default": 20
    }
  }
}
🟢search_products(query, page, pageSize)

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

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search text",
      "type": "string"
    },
    "page": {
      "description": "1-based page",
      "type": "integer",
      "default": 1
    },
    "pageSize": {
      "description": "Items per page, 1-50",
      "type": "integer",
      "default": 20
    }
  },
  "required": [
    "query"
  ]
}
🟡submit_product(url, name, description, category, tags)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "description": "Public http(s) URL of the product homepage",
      "type": "string"
    },
    "name": {
      "description": "Product name, max 200 chars",
      "type": "string"
    },
    "description": {
      "description": "One or two sentences on what the product does, max 5000 chars",
      "type": [
        "string",
        "null"
      ],
      "default": null
    },
    "category": {
      "description": "One lowercase category, e.g. ai, developer-tools, saas, open-source, api, automation",
      "type": [
        "string",
        "null"
      ],
      "default": null
    },
    "tags": {
      "description": "Up to 10 lowercase tags",
      "type": [
        "array",
        "null"
      ],
      "items": {
        "type": [
          "string",
          "null"
        ]
      },
      "default": null
    }
  },
  "required": [
    "url",
    "name"
  ]
}
⚪upvote_product(slug)

Upvote a product. One vote per IP per product.

Input Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "description": "Product slug",
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}
🟢get_product(slug)

Get one product by slug.

Input Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "description": "Product slug",
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

Community

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Evidence

Recent observations

verifiedversion not recorded5 tools