Pricing

from $20.00 / 1,000 task searches

MCP Scout — find the right MCP server for any task

Describe your task in plain language and get the best matching MCP servers, ranked and deduplicated across registries, with ready-to-paste install commands and JSON configs.

Pricing

from $20.00 / 1,000 task searches

Rating

0.0

(0)

Developer

Naoki

Actor stats

Bookmarked

Total users

Monthly active users

13 hours ago

Last modified

Why not just browse a registry?

One query, all registries — results are merged and deduplicated across sources.
Ranked for usability, not just relevance — hosted remotes (zero install) and actively maintained servers rank higher; GitHub stars break ties.
Zero-friction setup — every result includes the exact claude mcp add … command and the JSON mcpServers snippet, for remote, npm, and PyPI variants.

Input

{
  "query": "send messages to slack channels",
  "maxResults": 5,
  "requireRemote": false
}

query (required) — plain-language description of the task.
maxResults — how many ranked matches to return (default 5).
requireRemote — only return servers with a hosted endpoint (usable immediately, no local install).

Output

One dataset item per match:

{
  "rank": 1,
  "name": "ai.smithery/slack",
  "description": "Send messages, manage channels, ...",
  "score": 9.5,
  "why": "matches: slack, messages; hosted remote available (no install needed); 1200 GitHub stars",
  "remotes": [{ "type": "streamable-http", "url": "https://..." }],
  "setup": [
    {
      "kind": "remote",
      "claudeCodeCommand": "claude mcp add --transport http slack https://...",
      "jsonConfig": { "mcpServers": { "slack": { "type": "http", "url": "https://..." } } }
    }
  ]
}

The full response (including totalCandidates and any per-source errors) is stored as the run's OUTPUT key-value record.

Use cases

Agents: discover and self-wire missing capabilities mid-task.
Developers: skip the registry-crawling; get the config snippet directly.
Teams: audit what's available before building a custom MCP server.

League of Legends MCP Server - AI Game Analysis

mrbridge/lol-mcp-server

Connect AI assistants to League of Legends data via MCP. 26 tools for player profiles, ranked stats, match history, champion mastery, live game, league standings, clash, challenges & AI coaching. No Riot API key needed. Works with Claude Desktop, ChatGPT & any MCP-compatible AI agent.

MrBridge

5.0

(1)

Teamfight Tactics MCP Server - AI Game Analysis

mrbridge/tft-mcp-server

Connect AI assistants to Teamfight Tactics (TFT) data via MCP. 19 tools for player profiles, ranked stats, match history, live game, leaderboards, player comparison & AI placement coaching. Works in Claude Desktop, ChatGPT & any MCP client.

MrBridge

5.0

(1)

Academic Commercialization Pipeline MCP Server

ryanclinton/academic-commercialization-pipeline-mcp

Research-to-product technology scouting intelligence for AI agents via the Model Context Protocol.

Ryan Clinton

Greenhouse Jobs Scraper - Live ATS Job Board Extractor

fetchcraft/greenhouse-jobs-scraper

Pull live job postings from any Greenhouse-hosted careers page. Uses the public boards-api.greenhouse.io JSON feed. Returns title, department, location, employment type, posted date, apply URL, and full description. $0.005 per job. Schedule daily for fresh feeds.

Emily Ward

Amazon Keyword Research Tool - Volume + Reverse ASIN

doesaiknow/amazon-keyword-research-tool-volume-reverse-asin

Amazon keyword research tool & API: bulk estimated search volume, related keywords & reverse-ASIN (every keyword a product ranks for + its position - like Helium 10 Cerebro). A pay-per-use Helium 10 / Jungle Scout / MerchantWords alternative - $0.99/1k, no subscription, free tier. US.

Dawid S

AI Web Scraper

apify/ai-web-scraper

AI-first web scraper that extracts structured data from any website using natural-language prompts. No programming knowledge required. No hard-coded logic that breaks when a website changes.

Apify

8.1K

4.3

(12)

IP Patent & Trademark MCP Server

ryanclinton/ip-patent-trademark-mcp

MCP intelligence server for ip patent trademark detection and analysis.

Ryan Clinton

Shopify Store Discovery - Apps, Revenue Estimate, Tech Stack

seibs.co/shopify-store-discovery

Find Shopify stores by domain list with full intel: 30+ app detection (Klaviyo/Recharge/Yotpo/Gorgias/etc), product count, revenue estimate range, theme, social links. Server-side filter by required/excluded apps + revenue range. For D2C SaaS sales teams.

Seibs.co

Yelp Business Scraper — Reviews, Ratings & Local Business Data

apricot_blackberry/yelp-business-scraper

Yelp listings with reviews, ratings, hours, contacts, and sentiment themes. Local market research and lead generation.

Creator Fusion

Ghidra MCP Actor

syntellect_ai/ghidra-mcp-actor

Apify Actor that integrates the NSA’s Ghidra reverse engineering tool with the Model Context Protocol (MCP) to enable AI-assisted binary analysis. This actor will automatically decompile a provided binary in headless mode and expose a set of tools (functions) that an AI agent can invoke (via MCP)

christopher athans crow

Healthcare Practice Leads - Dentrix, athenahealth, Weave

seibs.co/healthcare-practice-lead-finder

Enriched Google Maps leads for US private healthcare practices (dental, vet, chiro, optometry, PT, derm, primary care). Detects EHR/PMS (Dentrix, Eaglesoft, ezyVet, AVImark, athenahealth, Kareo, ModMed) and engagement (Weave, Zocdoc). Hospitals and DSO/MSO chains pre-blocked.

Seibs.co