You can access the Firecrawl MCP Server programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {}
9
10# Run the Actor and wait for it to finish
11run = client.actor("agentify/firecrawl-mcp-server").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Firecrawl MCP Server API in Python

The Apify API client for Python is the official library that allows you to use Firecrawl MCP Server API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Firecrawl MCP Server API in JavaScript

Firecrawl MCP Server API through CLI

Firecrawl MCP Server OpenAPI definition

Firecrawl MCP Server API

Time MCP Server

agentify/time-mcp-server

An MCP server implementing the Model Context Protocol (MCP) for time-related operations.

agentify

Browserbase MCP Server

agentify/browserbase-mcp-server

A Model Context Protocol (MCP) server that provides browser automation capabilities using Browserbase.

agentify

5.0

Playwright MCP Server

jiri.spilka/playwright-mcp-server

A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright

Jiří Spilka

109

Weather MCP Server

jiri.spilka/weather-mcp-server

A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API

Jiří Spilka

143

5.0

Tester MCP Client

jiri.spilka/tester-mcp-client

A model context protocol (MCP) client that connects to any MCP server using Streamable HTTP and displays the conversation in a chat-like UI. It is a standalone Actor server designed for testing MCP servers over Stremable HTTP.

Jiří Spilka

974

5.0

Calculator MCP server

agentify/calculator-mcp-server

A Model Context Protocol server for calculating. This server enables LLMs to use calculator for precise numerical calculations.

agentify

Mindmap MCP Server

agentify/mindmap-mcp-server

A Model Context Protocol (MCP) server for converting Markdown content to interactive mindmaps.

agentify

MCP Stress Tester

jakub.kopecky/mcp-stress-tester

A simple MCP Stress Tester client Actor for stress-testing your Model Context Protocol server. 💻⚡

Jakub Kopecký

Mcp Validator

rocketagro/mcp-validator

**MCP Validator** is a professional validation and compliance testing tool for [Model Context Protocol (MCP)](https://modelcontextprotocol.io) servers. It ensures your MCP server’s **tools, resources, prompts, and templates** are correct, compliant, and production-ready.