AIUseCaseHub

Search source-linked enterprise AI deployments by company, industry, technology and reported outcomes.

CommunityOnlineNo sign-inGlobalFreeRead-only

What it can do

  • Search Usecases: Search curated AI use cases using the default hybrid ranking. Use this when an agent has a natural-language search term.
  • 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.
  • Vector Search Usecases: Semantic vector search for AI use cases using the meaning of the query text.

What data it sees

Do you need an account

No: the server works without sign-in

Search source-linked enterprise AI deployments by company, industry, technology and reported outcomes. Four read-only tools provide hybrid search, semantic search and case detail lookup. Try a free public preview without registration: up to 3 results per search and descriptions up to 360 characters, with 10 tool-call attempts per IP per UTC hour and a shared limit of 200 per hour. Optional personal AIUseCaseHub API keys unlock full results; successful searches cost 2 credits and detail lookups cost 1. No installation or hosting migration is needed. Use source links to verify reported outcomes.

How to connect

How to connect AIUseCaseHub to Claude

The server address to paste into Claude settings:

https://aiusecasehub--flo7up.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect AIUseCaseHub to ChatGPT

The server address to paste into ChatGPT settings:

https://aiusecasehub--flo7up.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect AIUseCaseHub to Cursor

The server address to paste into Cursor settings:

https://aiusecasehub--flo7up.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (4)

Raw names from tools/list. Only developers need these.

search_usecasesSearch curated AI use cases using the default hybrid ranking. Use this when an agent has a natural-language search term.
hybrid_search_usecasesSearch AI use cases with hybrid full-text and vector ranking. Supports provider, industry, geography, technology, customer, partner, and boolean case-type filters.
vector_search_usecasesSemantic vector search for AI use cases using the meaning of the query text.
get_usecase_detailsFetch detailed information for a single AI use case by RowKey/id.