# Clutch.co Scraper - Agencies, Reviews & Emails (`miller_t/clutch-agencies-scraper`) Actor

Scrape Clutch.co agencies and B2B service providers from any category: name, rating, reviews, hourly rate, min project size, employees, location, phone, website, services and contact emails from their own website. Optional full client reviews. Pay per result.

- **URL**: https://apify.com/miller_t/clutch-agencies-scraper.md
- **Developed by:** [Miller Twain](https://apify.com/miller_t) (community)
- **Categories:** Lead generation, Business
- **Security:** Limited permissions
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Clutch.co Scraper - Agencies, Reviews & Emails

Scrape [Clutch.co](https://clutch.co), the biggest directory of B2B agencies and IT firms. Get every company in a category with rating, review count, hourly rate, minimum project size, team size, location, phone, website, service mix and **contact emails** pulled from the company's own website. Add full client reviews if you want them.

### Who uses it

- **Sales teams and SDRs**: build lead lists of agencies by service, city and size.
- **Agencies**: watch competitors' ratings, rates and reviews.
- **Outsourcing buyers**: shortlist vendors with real data, not ads.
- **Investors and M\&A**: map agency markets by size and region.

### Input

| Field | What it does |
|---|---|
| Category URLs | Any Clutch listing, filters included. Copy it from your browser. |
| Company profile URLs | Specific companies. |
| Max companies | Cost cap. Default 50. |
| Scrape profile details | Phone, address, founded year, services, description. |
| Find contact emails | Checks the company website and contact page. |
| Include reviews | One dataset item per client review. |

### Output

```json
{
  "type": "company",
  "name": "...",
  "profileUrl": "https://clutch.co/profile/...",
  "rating": 4.9,
  "reviewCount": 32,
  "website": "https://...",
  "email": "hello@...",
  "emails": ["hello@...", "sales@..."],
  "phone": "+1 ...",
  "location": "Austin, TX",
  "city": "Austin",
  "country": "US",
  "hourlyRate": "$50 - $99 / hr",
  "minProjectSize": "$10,000+",
  "employees": "50 - 249",
  "founded": 2012,
  "services": [{ "name": "Web Development", "percent": 60 }],
  "linkedin": "https://www.linkedin.com/company/..."
}
```

Values above are placeholders showing the shape. Missing fields come back as `null`.

### Pricing

Pay per event, no monthly fee:

- **$3.00 per 1,000 companies**
- **$5.00 per 1,000 emails found** (only charged when an email is found)
- **$1.00 per 1,000 reviews**

Set a spending limit and the run stops cleanly at it.

### Tips

- Keep the residential proxy on. Clutch blocks datacenter IPs.
- Filter in Clutch first (location, budget, rate), then paste the URL.

### Is it legal?

It collects only what Clutch shows publicly with no login, plus emails a company publishes on its own website. Use the data in line with GDPR, CAN-SPAM and your local laws.

### Issues

Something broken? Open an issue. Fixes usually ship within days.

# Actor input Schema

## `categoryUrls` (type: `array`):

Any Clutch listing page, with filters if you like, e.g. https://clutch.co/developers, https://clutch.co/agencies/digital-marketing/new-york, https://clutch.co/it-services/msp

## `profileUrls` (type: `array`):

Specific companies, e.g. https://clutch.co/profile/some-company

## `maxCompanies` (type: `integer`):

Total cap. 0 = no limit.

## `scrapeProfileDetails` (type: `boolean`):

Open each company profile for phone, full address, founded year, services and description.

## `findEmails` (type: `boolean`):

Visit each company's website and contact page to find emails. Charged only when an email is found.

## `includeReviews` (type: `boolean`):

Add client reviews as separate items.

## `maxReviewsPerCompany` (type: `integer`):

0 = all.

## `proxyConfiguration` (type: `object`):

Residential proxy recommended. Clutch blocks most datacenter IPs.

## Actor input object example

```json
{
  "categoryUrls": [
    "https://clutch.co/developers"
  ],
  "maxCompanies": 50,
  "scrapeProfileDetails": true,
  "findEmails": false,
  "includeReviews": false,
  "maxReviewsPerCompany": 20,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `results` (type: `string`):

All agencies scraped in this run.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "categoryUrls": [
        "https://clutch.co/developers"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("miller_t/clutch-agencies-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "categoryUrls": ["https://clutch.co/developers"] }

# Run the Actor and wait for it to finish
run = client.actor("miller_t/clutch-agencies-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "categoryUrls": [
    "https://clutch.co/developers"
  ]
}' |
apify call miller_t/clutch-agencies-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,miller_t/clutch-agencies-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/r6guLsSDguBdlgpQ0/builds/yWoBB4cndABS1T97Y/openapi.json