protogrid

Search / io.github.flo7up/aiusecasehub

AIUseCaseHub

R0· no sign-in

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

v1.1.1 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality89good
Trust77of 100
Uptime, 30 days100%
Latency p50647 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "aiusecasehub": {
      "type": "http",
      "url": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}
claude mcp add --transport http aiusecasehub https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp --header "X-API-Key: ${X_API_KEY}"
[mcp_servers.aiusecasehub]
url = "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp"
env_http_headers = { "X-API-Key" = "X_API_KEY" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aiusecasehub": {
      "type": "remote",
      "url": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp",
      "enabled": true,
      "headers": {
        "X-API-Key": "{env:X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "aiusecasehub": {
      "type": "http",
      "url": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aiusecasehub&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYmFzaWMtYmFja2VuZDcxMy1kc2Q4aHlneWZrYzhkOGY1LnN3ZWRlbmNlbnRyYWwtMDEuYXp1cmV3ZWJzaXRlcy5uZXQvYXBpL21jcCIsImhlYWRlcnMiOnsiWC1BUEktS2V5IjoiJHtYX0FQSV9LRVl9In19"
}
{
  "servers": {
    "aiusecasehub": {
      "type": "http",
      "url": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "aiusecasehub": {
      "httpUrl": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}
extensions:
  "aiusecasehub":
    enabled: true
    name: "aiusecasehub"
    type: streamable_http
    uri: "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp"
    headers:
      "X-API-Key": "${X_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${X_API_KEY}. The registry never accepts secret values.

Quality 89 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations4 of 4 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_usecases (idempotentHint, openWorldHint); get_usecase_details (idempotentHint, openWorldHint); hybrid_search_usecases (idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 814 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 814 tokens to load them all · tool set 307d57e8103f · checked 2026-10-19 16:53 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 77 / 100

no-repository
provenance45
liveness100
freshness85
hygiene80

+website +reachable +uptime-100% ~updated-43d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp streamable-httpnoneyes100%647 ms2026-07-282026-10-19

Tools (4)

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

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.flo7up/aiusecasehub",
  "icons": [
    {
      "src": "https://www.aiusecasehub.com/logo.png",
      "mimeType": "image/png"
    }
  ],
  "title": "AIUseCaseHub",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://basic-backend713-dsd8hygyfkc8d8f5.swedencentral-01.azurewebsites.net/api/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "X-API-Key",
          "isSecret": true,
          "description": "Optional key for full results. Omit for free preview. https://www.aiusecasehub.com/developer-api"
        }
      ]
    }
  ],
  "version": "1.1.1",
  "websiteUrl": "https://www.aiusecasehub.com/developer-mcp",
  "description": "Source-linked enterprise AI deployment search. Free preview; API keys unlock full results."
}