# AI Startup Hub

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

- name: com.sarmkadan/aihub
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 87/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.sarmkadan%2Faihub
- tools: https://api.protogrid.dev/v1/servers/com.sarmkadan%2Faihub/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "aihub": {
      "type": "http",
      "url": "https://aihub.sarmkadan.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-1d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 87/100 (new)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 4 of 5 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_products (destructiveHint, idempotentHint, openWorldHint); submit_product (readOnlyHint); get_product (destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 549 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 0 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 5, about 549 tokens to load them all
- tool set hash: 308427c90d34cb3e5f41273d55f7e8c0
- badge: [![protogrid quality](https://protogrid.dev/badge/com.sarmkadan/aihub.svg)](https://protogrid.dev/servers/com.sarmkadan/aihub)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://aihub.sarmkadan.com/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (5)

- `get_product`: Get one product by slug.
- `list_products`: Browse the catalog, newest first or by popularity, optionally filtered by category.
- `search_products`: Full-text search over product names, descriptions and tags. Ordered by upvotes.
- `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.
- `upvote_product`: Upvote a product. One vote per IP per product.