KitRank use cases

Name: KitRank use cases
Author: dev.kitrank

MCP serverMCP

Read-only catalog of 1,000+ real, sourced AI agent use cases with tools, cost and setup prompts.

by dev.kitrankhomepage ↗v1.3.0

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Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability15/15 checks ok

30 days ago

when	check	result	http	latency	detail
4 h ago	mcp initialize	ok	200	961 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
11 h ago	mcp initialize	ok	200	304 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
18 h ago	mcp initialize	ok	200	951 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
25 h ago	mcp initialize	ok	200	204 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
35 h ago	mcp initialize	ok	200	1075 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
2 d ago	mcp initialize	ok	200	902 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
2 d ago	mcp initialize	ok	200	472 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
2 d ago	mcp initialize	ok	200	243 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
3 d ago	mcp initialize	ok	200	731 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools
3 d ago	mcp initialize	ok	200	135 ms	server kitrank 1.1.0 · protocol 2025-06-18 · 5 tools

Tools observed via MCP handshake

search_use_cases — Search KitRank for real, sourced AI agent use cases people actually shipped. Prefer concrete goals people type into Google: "faceless youtube shorts", "cancel s
get_use_case — Full 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
list_categories — List the 8 KitRank categories with ids, blurbs and use-case counts. Call this before filtering search_use_cases by category.
latest_use_cases — Recently sourced use cases (by source publish date), newest first. Use to browse what builders shipped this week.
use_cases_by_tool — List use cases that name a specific consumer tool (claude-code, n8n, cursor, elevenlabs, remotion aliases, etc.). Useful when the user already picked a stack.

Declared by sources

What the publisher says

Attributed to the source that supplied each field. Treated as claims, not facts.

No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registrydev.kitrank/kitrank

first seen 4 d ago · fetched 18 h agoopen ↗

Field history (9 recent events)

18 h ago · declared · summary → "Read-only catalog of 1,000+ real, sourced AI agent use cases with tools, cost and setup prompts."
18 h ago · declared · description → "Read-only catalog of 1,000+ real, sourced AI agent use cases with tools, cost and setup prompts."
18 h ago · declared · version → "1.3.0"
4 d ago · declared · homepageUrl → "https://kitrank.dev/mcp.html"
4 d ago · declared · summary → "Read-only catalog of 660 real, sourced AI agent use cases with tools, cost and setup prompts."
4 d ago · declared · protocols → ["mcp"]
4 d ago · declared · version → "1.1.0"
4 d ago · declared · description → "Read-only catalog of 660 real, sourced AI agent use cases with tools, cost and setup prompts."
4 d ago · declared · publisherName → "dev.kitrank"

This record is unclaimed

Evidence

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