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KitRank use cases

R0· no sign-in

Read-only catalog of 660 real, sourced AI agent use cases with tools, cost and setup prompts.

v1.1.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality81new
Trust83of 100
Uptime, 30 days100%
Latency p50433 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "kitrank": {
      "type": "http",
      "url": "https://kitrank.dev/api/mcp"
    }
  }
}
claude mcp add --transport http kitrank https://kitrank.dev/api/mcp
[mcp_servers.kitrank]
url = "https://kitrank.dev/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "kitrank": {
      "type": "remote",
      "url": "https://kitrank.dev/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "kitrank": {
      "type": "http",
      "url": "https://kitrank.dev/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=kitrank&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8va2l0cmFuay5kZXYvYXBpL21jcCJ9"
}
{
  "servers": {
    "kitrank": {
      "type": "http",
      "url": "https://kitrank.dev/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "kitrank": {
      "httpUrl": "https://kitrank.dev/api/mcp"
    }
  }
}
extensions:
  "kitrank":
    enabled: true
    name: "kitrank"
    type: streamable_http
    uri: "https://kitrank.dev/api/mcp"
    timeout: 300

Quality 81 / 100new

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
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.annotations5 of 5 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_use_case (destructiveHint, idempotentHint); search_use_cases (destructiveHint, idempotentHint); list_categories (destructiveHint, idempotentHint); …
  • pass
    tools.token_costabout 562 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 1 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 562 tokens to load them all · tool set 519a292e8cdb · checked 2026-10-19 10:20 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 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-2d-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://kitrank.dev/api/mcp streamable-httpnoneyes100%433 ms2025-06-182026-10-19

Tools (5)

get_use_caseread-onlyFull recipe for one use case id: source credit, what they did, result as claimed, every named tool, cost note, setup time, difficulty, step-by-step setup and a copyable setup prompt for Claude Code, Codex or Grok Bot.
latest_use_casesread-onlyRecently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.
list_categoriesread-onlyList the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category.
search_use_casesread-onlySearch KitRank for real, sourced AI agent use cases people actually shipped. Prefer concrete goals people type into Google: "faceless youtube shorts", "cancel subscriptions with AI", "google ads dashboard", "meeting notes to CRM", "claude code mac voice". Returns title, summary, tools, cost badge, setup time, difficulty, verification and source URL.
use_cases_by_toolread-onlyList use cases that name a specific consumer tool (claude-code, n8n, cursor, elevenlabs, remotion aliases, etc.). Useful when the user already picked a stack.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "dev.kitrank/kitrank",
  "icons": [
    {
      "src": "https://kitrank.dev/favicon.svg",
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "KitRank use cases",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://kitrank.dev/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "websiteUrl": "https://kitrank.dev/mcp.html",
  "description": "Read-only catalog of 660 real, sourced AI agent use cases with tools, cost and setup prompts."
}