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AIUseCaseHub MCP Server

answering

AIUseCaseHub is answering right now. Last checked 5 min ago. It exposes 4 tools.

Source-linked enterprise AI deployment search. Free preview; API keys unlock full results.

Uptime history 68 days of history
68 days agonow
100.0%
Uptime 24h
91 of 91 checks
4
Tools
read from the server
326 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 4

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 10 November 2026. No other catalogue keeps this.

13 Nov a tool changed the parameters it asks for hybrid_search_usecases
10 Nov 2 tools changed the parameters they ask for get_usecase_details, hybrid_search_usecases
10 Nov a tool description was rewritten hybrid_search_usecases

Nothing serious here today

Today is the operative word: we check AIUseCaseHub every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

run in your terminal
claude mcp add aiusecasehub --transport http https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp
Settings → Connectors → Add custom connector, then paste this address
https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp
~/.codex/config.toml
[mcp_servers.aiusecasehub]
url = "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "aiusecasehub": {
      "url": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "aiusecasehub": {
      "type": "http",
      "url": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp"
    }
  }
}

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

hybrid
hybrid_search_usecases
Search AI use cases with hybrid full-text and vector ranking. Supports provider, industry, geography, technology, customer, partner, and boolean case-type filters. Filters work without a query, for example customer_name alone lists that company's deployments.
usecase
get_usecase_details
Fetch detailed information for a single AI use case by RowKey/id.
usecases
search_usecases
Search curated AI use cases using the default hybrid ranking. Use this when an agent has a natural-language search term.
vector
vector_search_usecases
Semantic vector search for AI use cases using the meaning of the query text.

Endpoints

URLTransportStateLatencyChecked
https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp streamable-http answering 295 ms 5 min ago

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AIUseCaseHub — questions

Answers built from our own checks of this server.

What can AIUseCaseHub do?
It exposes 4 tools, read directly from the server on our last check. Among them: get_usecase_details, hybrid_search_usecases, search_usecases, vector_search_usecases. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is AIUseCaseHub working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 326 ms. The bar chart above shows every period we have measured.
How do I connect AIUseCaseHub?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does AIUseCaseHub need an API key?
No. AIUseCaseHub completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is AIUseCaseHub?
It answers our handshake in 326 ms on average, which is faster than 46% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.