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Clutch Agency API

by johnisanerdversion 1.0.0i★ –iRuns in the cloud
Registry nameio.github.johnisanerd/clutch-agency-api

Install

Overview

Description from the maker (original English)

Clutch.co B2B agency directory, profiles, and reviews as JSON, via an Apify Actor, hosted MCP.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Developer tools

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • The registry lists no key to fill in.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://mcp.apify.com/?tools=johnvc/clutch-agency-api

Run this in your terminal

claude mcp add --transport http clutch-agency-api 'https://mcp.apify.com/?tools=johnvc/clutch-agency-api'

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "clutch-agency-api": {
      "url": "https://mcp.apify.com/?tools=johnvc/clutch-agency-api"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "clutch-agency-api": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=johnvc/clutch-agency-api"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://mcp.apify.com/?tools=johnvc/clutch-agency-api

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 9, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account johnisanerd, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • … Not checked yet

    Endpoint responds

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    Sign-in with OAuth

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

Compared with others in Developer toolsi

  • More stars than 0% of the other 5570 servers in this category
  • Published to the registry more recently than 36% of the other 5570 servers in this category
  • Basic checks equal to or better than 100% of the other 5570 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Clutch Agency API safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: GitHub, Desktop Commander, Cloudflare MCP

Alternatives

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Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Clutch.co Agency API: B2B Company Data, Directory & Reviews

A company data API for Clutch.co, the B2B directory of agencies and service providers. Walk any category directory, pull full company profiles, and paginate every verified client review, returned as JSON and as LLM-ready markdown. This repo shows two ways to use it: a Python quick start, and Model Context Protocol (MCP) install steps for Claude, Cursor, and ChatGPT.

Actor on Apify Store: Clutch.co Agency API

Get a free Apify API key: https://apify.com?fpr=9n7kx3

Text walkthrough

This is a company data API for Clutch.co. Pick a mode, give it a URL or a keyword, and it returns clean rows. In directory mode you pass a Clutch category page such as https://clutch.co/web-developers and get one row per company: name, rating, review count, minimum project size, hourly rate, team size, location, and the profile link, which is how you build a marketing agency database or a list of digital marketing agencies for a location. In profiles mode you pass company profile URLs (or bare slugs) and get the full record: description, founding year, service mix with percentages, industries, client sizes, pricing bands, and every verified client review as its own row. Every profile can also carry Clutch's own LLM-ready markdown at no extra cost, which makes this a good source for shortlisting B2B service providers or feeding a RAG pipeline. In search mode you pass a keyword and it collects the matching company profiles for you.

What you get

  • Directory listings (listing rows): name, rating, review count, verification badges, minimum project size, hourly rate, employees, location, profile URL.
  • Company profiles (profile rows): everything above plus description, founding year, all office locations, languages, service lines, focus areas, industries, client-size split, cost rating, pricing by service, and packages.
  • Client reviews (review rows): title, rating, the quality, schedule, cost, and willing-to-refer breakdown, project services, budget, duration, reviewer role and industry, and Clutch's own summaries.
  • Markdown on any profile row (default), and raw HTML on request.

Quick start (Python)

This example uses Python with uv. It never uses pip.

  1. Install uv (if you do not have it):
curl -LsSf https://astral.sh/uv/install.sh | sh
  1. Clone this repo and enter it:
git clone https://github.com/johnisanerd/Apify-Clutch-Agency-API.git

cd Apify-Clutch-Agency-API

  1. Add your Apify API token. Copy .env.example to .env and paste your token (get one free at https://apify.com?fpr=9n7kx3):
cp .env.example .env
  1. Run it. The default run stays cheap (one directory page, 10 rows):
uv run python clutch-agency-api-example.py
  1. Try the other modes:
uv run python clutch-agency-api-example.py --example directory

uv run python clutch-agency-api-example.py --example profiles uv run python clutch-agency-api-example.py --example search

Input parameters

FieldTypeNotes
modestringdirectory (default), profiles, or search.
directoryUrlsarrayClutch category or location pages, e.g. https://clutch.co/web-developers.
maxPagesPerDirectoryintegerResult pages per directory URL. Each page is about 70-90 companies.
profileUrlsarrayCompany profile URLs, e.g. https://clutch.co/profile/ignite-visibility. A bare slug works.
searchQueriesarrayFree-text queries, e.g. shopify development.
includeReviewsbooleanReturn every verified review as its own row. Default true.
maxReviewsPerProfileintegerCap on reviews per company.
outputFormatsarrayjson, markdown (default), and optionally html.
maxItemsintegerHard ceiling on rows for the run. Use it as a spend cap.

Example output

{

"result_type": "profile", "name": "Ignite Visibility", "profile_url": "https://clutch.co/profile/ignite-visibility", "website": "https://ignitevisibility.com", "rating": 4.8, "review_count": 175, "min_project_size": "$1,000+", "hourly_rate": "$100 - $149", "employees": "250 - 999", "founded_year": 2013, "headquarters": "San Diego, CA", "service_lines": [{ "name": "Search Engine Optimization", "percent": 30 }], "markdown": "# Ignite Visibility\n## Company Information\n..." }

Install as an MCP tool

The sections below add the Clutch.co Agency API to Claude, Cursor, and ChatGPT as a Model Context Protocol tool, so an assistant can call it directly. The MCP server URL is the same everywhere:

https://mcp.apify.com/?tools=actors,docs,johnvc/clutch-agency-api

Get a free Apify account at https://apify.com?fpr=9n7kx3 and a token at https://console.apify.com/settings/integrations .

Install in Claude Cowork Desktop

Cowork is the desktop app's automation mode. To give it the Clutch.co Agency API as a tool, add the Apify MCP server as a connector.

  1. Open the Claude desktop app and go to Settings → Connectors (or Settings → Developer → Edit Config to edit claude_desktop_config.json directly).
  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json
  1. Add the Apify MCP server, preloaded with only this Actor:
{

"mcpServers": { "apify": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.apify.com/?tools=actors,docs,johnvc/clutch-agency-api" ] } } }

  1. Restart the app. When Cowork first calls the tool, complete the OAuth prompt in your browser, or add your Apify API token in the connector settings to skip OAuth.
  2. In a Cowork chat, ask it to run the Clutch.co Agency API.

Download the desktop app and start a free trial: https://claude.ai/referral/uIlpa7nPLg More help: https://docs.apify.com/platform/integrations/claude-desktop

Install in Claude Code

Claude Code is the command-line tool. Add the Actor's MCP server with one command:

claude mcp add --transport http apify \

"https://mcp.apify.com/?tools=actors,docs,johnvc/clutch-agency-api"

To use a token instead of browser OAuth:

claude mcp add --transport http apify \

"https://mcp.apify.com/?tools=actors,docs,johnvc/clutch-agency-api" \ --header "Authorization: Bearer YOUR_APIFY_TOKEN"

Then verify with claude mcp list, or run /mcp inside a session. Ask Claude Code to call the Clutch.co Agency API.

Try Claude Code free: https://claude.ai/referral/uIlpa7nPLg Claude Code MCP docs: https://code.claude.com/docs/en/mcp

Install in Claude (website)

On claude.ai you add Apify as a connector, then enable just this Actor's tool.

  1. Go to Settings → Connectors → Browse connectors and search for Apify MCP server. Install it (enable or update if prompted).
  2. When connecting, authenticate with your Apify API token, and enable the tool johnvc/clutch-agency-api.
  3. In any chat, open + → Connectors and turn on Apify.
  4. Alternatively, choose Add custom connector and paste the full MCP URL https://mcp.apify.com/?tools=actors,docs,johnvc/clutch-agency-api, using OAuth when prompted.
  5. Ask Claude to run the Clutch.co Agency API.

Open Claude on the web: https://claude.ai

Install in Cursor

Cursor reads MCP servers from a project file at .cursor/mcp.json.

  1. In your project, create .cursor/mcp.json:
{

"mcpServers": { "apify": { "url": "https://mcp.apify.com/?tools=actors,docs,johnvc/clutch-agency-api" } } }

  1. If you prefer token auth over browser OAuth, add a header:
{

"mcpServers": { "apify": { "url": "https://mcp.apify.com/?tools=actors,docs,johnvc/clutch-agency-api", "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" } } } }

  1. Open Cursor → Settings → MCP and confirm the apify server is connected (green dot).
  2. In Composer or Chat, ask Cursor to call the Clutch.co Agency API.

New to Cursor? Get it here: https://cursor.com/referral?code=XQP4VBLI3NNX

Install in ChatGPT

ChatGPT connects to the Apify MCP server through Developer mode (available on ChatGPT Pro, Plus, Business, Enterprise, and Education plans).

  1. Click your profile icon, then go to Settings > Apps. If you do not see a Create app button, open Advanced settings and enable Developer mode.
  2. Click Create app and fill out the form:
  • Name: Apify
  • MCP Server URL: https://mcp.apify.com/?tools=actors,docs,johnvc/clutch-agency-api
  • Authentication: OAuth
  1. Click Create and authorize the connection with Apify.
  2. To use the app in a conversation, click + in the chat, choose Developer mode, and select Apify.

More help: https://docs.apify.com/platform/integrations/mcp

🤖 Ask an AI assistant about this Actor

Open a ready-to-send prompt about the Clutch.co Agency API in the AI of your choice:

People also search for

Is this a company data API? Yes. It returns structured company records from Clutch.co: firmographics, service mix, pricing bands, ratings, and verified reviews, as JSON you can drop into a CRM or a vector store.

Can I use it as a B2B directory? Yes. Directory mode r

Only the beginning is shown; read the rest in the repo

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