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

$echo '{}' |
<apify call mcp-servers/firecrawl-mcp-server --silent --output-dataset

Firecrawl MCP Server API through CLI

The Apify CLI is the official tool that allows you to use Firecrawl MCP Server locally, providing convenience functions and automatic retries on errors.

Install the Apify CLI

$npm i -g apify-cli
$apify login

Other API clients include:

Firecrawl MCP Server API in Python

Firecrawl MCP Server API in JavaScript

Firecrawl MCP Server OpenAPI definition

Firecrawl MCP Server API

Playwright MCP Server

jiri.spilka/playwright-mcp-server

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

Jiří Spilka

Browserbase MCP Server

jakub.kopecky/browserbase-mcp-server

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

Jakub Kopecký

Calculator MCP server

mcp-servers/calculator-mcp-server

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

MCP servers

Tester MCP Client

jiri.spilka/tester-mcp-client

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

Jiří Spilka

704

5.0

Mastra.ai MCP Agent

jakub.kopecky/actor-mastra-mcp-agent

🤖 AI agent using mastra.ai with Apify MCP Server. 🚀 Runs queries via OpenAI models, taps Apify Actors for web data, and outputs to datasets. 🛠️

Jakub Kopecký

Actors MCP Server

apify/actors-mcp-server

⚠️ Legacy: This Actor is outdated. For the latest features and full documentation, visit https://mcp.apify.com. Easily connect any Apify Actor to AI agents using Anthropic’s Model Context Protocol (MCP) with our actively maintained MCP server.

Apify

2.1K

4.9

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

Linkedin Enhanced MCP Server

sameh.jarour/linkedin-enhanced-mcp-server

A comprehensive MCP server providing 5 LinkedIn scraping tools and research prompts powered by Apify actors. Extract profiles, analyze posts, search jobs, and conduct professional research with built-in intelligence workflows.

Sameh George Jarour

ArXiv MCP server

jakub.kopecky/arxiv-mcp-server

The ArXiv MCP server provides a bridge between AI assistants and arXiv's research repository through the Model Context Protocol (MCP). It allows AI models to search for papers and access their content in a programmatic way.

Jakub Kopecký