AIUseCaseHub

io.github.flo7upPublished by GitHub account flo7upv1.1.1Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingKnowledge & Memory

Overview

AI-generated overview

Remote MCP server that lets an assistant search a curated, source-linked catalog of enterprise AI use cases and fetch details on individual cases.

What you can do
  • Search AI use cases by natural-language query using the default hybrid ranking
  • Run hybrid full-text and vector searches filtered by provider, industry, geography, technology, customer, partner and case type
  • Run semantic vector searches based on the meaning of the query text
  • Fetch detailed information for a single use case by its RowKey/id
When to use it
Useful when you need real-world examples of enterprise AI deployments, such as finding cases by industry, vendor, technology or region, or looking up details of a specific case. It is a reference and research source rather than a tool for your own data.
Requirements
A remote streamable HTTP endpoint; nothing to install locally. An optional X-API-Key header unlocks full results; without it you get a free preview. Network access to the hosted endpoint is required.
Before you install
The X-API-Key header is a secret and should be supplied through your client's header configuration, not shared. Without a key, results are limited to a preview. Queries are sent to a third-party hosted service.

Installation

In SourceWeft

  1. Open AIUseCaseHub in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.flo7up%2Faiusecasehub/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "aiusecasehub": {
      "type": "http",
      "url": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp"
    }
  }
}

Tools

4

search_usecases

Search enterprise AI deployments

Search curated AI use cases using the default hybrid ranking. Use this when an agent has a natural-language search term.

Parameterslimitquerysearch_termrequired

hybrid_search_usecases

Search AI deployments with filters

Search AI use cases with hybrid full-text and vector ranking. Supports provider, industry, geography, technology, customer, partner, and boolean case-type filters.

ParametersisRaglimitqueryrequiredcountryisVoiceindustryisAvatarisVisionisCopilotisAgentCaseisFineTuningpartner_name+6 more

vector_search_usecases

Find semantically similar AI deployments

Semantic vector search for AI use cases using the meaning of the query text.

Parameterslimitqueryrequired

get_usecase_details

Read an AI deployment case

Fetch detailed information for a single AI use case by RowKey/id.

Parametersidrow_keyrequired

Version history

1
  1. v1.1.1LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.