How to connect Firecrawl MCP with Cursor

How to integrate Firecrawl MCP with Cursor Cursor is one of the leading AI-powered code editors. It is built to help developers write, understand, and refactor code faster with AI assistance built directly into the editor. And in this guide, I will explain the easiest and most secure way to connect your Firecrawl account to Cursor via Composio Connect, so it can extract all product prices from this e-commerce site, crawl competitor blogs for latest article summaries, map all subpages linked from homepage URL, and more without ever putting your account credentials at risk.

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Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources.

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How to integrate Firecrawl MCP with Cursor

Cursor is one of the leading AI-powered code editors. It is built to help developers write, understand, and refactor code faster with AI assistance built directly into the editor.

And in this guide, I will explain the easiest and most secure way to connect your Firecrawl account to Cursor via Composio Connect, so it can extract all product prices from this e-commerce site, crawl competitor blogs for latest article summaries, map all subpages linked from homepage URL, and more without ever putting your account credentials at risk.

Also integrate Firecrawl with

ChatGPTOpenAI Agents SDKClaude Agent SDKClaude CodeClaude CoworkCodexOpenCodeVS CodeOpenClawHermesCLIGoogle ADKLangChainVercel AI SDKMastra AILlamaIndexCrewAI

Why Composio?

  • 1,000+ SaaS toolkits out of the box. Skip the work of building and maintaining integrations, Composio gives you instant access to a vast catalog of pre-built connectors.
  • One MCP server for every app. Connect any of your applications on demand through a single endpoint, rather than juggling a separate server for each app.
  • Smart, context-aware tool loading. Unlike traditional MCP servers that dump every available tool into the LLM context window, Composio searches for and loads only the tools relevant to the task at hand. A remote CLI workbench lets LLMs compose these tools into workflows for complex automation.

Connect Firecrawl to Cursor

Two ways to install — pick whichever you prefer.

1. Install with one click

Click the button below to add Composio to Cursor.

↗Install in Cursor

2. Or add manually

Add to your Cursor mcp.json

Open .cursor/mcp.json in your project root (or ~/.cursor/mcp.json for global config) and add the following configuration:

bash
{
  "servers": {
    "composio": {
      "type": "http",
      "url": "https://connect.composio.dev/mcp"
    }
  }
}

3. Authorize

Restart Cursor, then click "Connect" next to Composio in MCP Tools settings.

Cursor MCP Tools settings with Connect button next to Composio

A browser window will open to authorize.

Composio authorization browser window

Connect your Firecrawl account

Back in Cursor, ask the agent to connect to Firecrawl or give it any Firecrawl-related task.

For example, ask it to:

  • "Extract all product prices from this e-commerce site"
  • "Crawl competitor blogs for latest article summaries"
  • "Map all subpages linked from homepage URL"

It will prompt you to authenticate and authorize access to Firecrawl.

That is it. Composio tools are now available in Cursor, and your Firecrawl account is ready to use.

Conclusion

You have successfully connected Firecrawl to Cursor using Composio Connect. Your agent can now use Firecrawl securely without exposing credentials in prompts or local scripts.

TOOLS

Supported Tools

Every Firecrawl action and event your agent gets out of the box.

Cancel an agent job

Tool to cancel an in-progress agent job by its ID.

Batch scrape multiple URLs

Tool to scrape multiple URLs in batch with concurrent processing.

Cancel a batch scrape job

Tool to cancel a running batch scrape job using its unique identifier.

Get batch scrape status

Retrieves the current status and results of a batch scrape job using the job ID.

Get errors from batch scrape job

Tool to retrieve error details from a batch scrape job, including failed URLs and URLs blocked by robots.

Start a web crawl

Initiates a Firecrawl web crawl from a given URL, applying various filtering and content extraction rules, and polls until the job is complete; ensure the URL is accessible and any regex patterns for paths are valid.

Cancel a crawl job

Cancels an active or queued web crawl job using its ID; attempting to cancel completed, failed, or previously canceled jobs will not change their state.

Cancel a crawl job

Tool to cancel a running crawl job by its ID.

Get crawl job status

Tool to retrieve the status and results of a Firecrawl crawl job.

Get errors from a crawl job

Tool to retrieve errors from a Firecrawl crawl job.

Get all active crawl jobs

Tool to retrieve all active crawl jobs for the authenticated team.

Preview crawl parameters

Preview crawl parameters before starting a crawl by generating optimal configuration from natural language instructions.

Start a web crawl (v2) [NEW]

[NEW v2 API] Initiates a Firecrawl v2 web crawl with enhanced features over v1: natural language prompts for automatic crawler configuration, crawlEntireDomain for sibling/parent page discovery, better depth control with maxDiscoveryDepth, subdomain support, and full webhook configuration.

Get team credit usage

Tool to get current team credit usage information.

Get historical team credit usage

Tool to retrieve historical team credit usage on a monthly basis.

Extract structured data

Extracts structured data from web pages by initiating an extraction job and polling for completion; requires a natural language `prompt` or a JSON `schema` (one must be provided).

Get extract job status

Tool to retrieve the status and results of a previously submitted extract job.

Get agent job status

Tool to get the status and results of an agent job.

Get deep research status

Retrieves the status and results of a deep research job by its ID.

Get the status of a crawl job

Retrieves the current status, progress, and details of a web crawl job, using the job ID obtained when the crawl was initiated.

Generate LLMs.txt for a website

Initiates an async job to generate an LLMs.

Get LLMs.txt generation job status

Tool to get the status and results of an LLMs.

Map multiple URLs

Maps a website by discovering URLs from a starting base URL, with options to customize the crawl via search query, subdomain inclusion, sitemap handling, and result limits; search effectiveness is site-dependent.

Get team queue status

Tool to retrieve metrics about the team's scrape queue.

Scrape URL

Scrapes a publicly accessible URL, optionally performing pre-scrape browser actions or extracting structured JSON using an LLM, to retrieve content in specified formats.

Search

Performs a web search for a query, scrapes content from the top search results using Firecrawl, and returns details in specified formats.

Start an agent job

Tool to start an agent job for agentic web extraction with multi-page navigation and interaction capabilities.

Get team token usage

Tool to retrieve the current team's token usage and balance information for Firecrawl's Extract feature.

Get historical team token usage

Tool to retrieve historical team token usage on a monthly basis.

FRAMEWORKS

How to build Firecrawl MCP Agent with another framework

ChatGPT logo

ChatGPT

Use Firecrawl MCP with ChatGPT

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Firecrawl MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Firecrawl MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Firecrawl MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Firecrawl MCP with Claude Cowork

Codex logo

Codex

Use Firecrawl MCP with Codex

OpenClaw logo

OpenClaw

Use Firecrawl MCP with OpenClaw

Hermes logo

Hermes

Use Firecrawl MCP with Hermes

CLI logo

CLI

Use Firecrawl MCP with CLI

Google ADK logo

Google ADK

Use Firecrawl MCP with Google ADK

LangChain logo

LangChain

Use Firecrawl MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Firecrawl MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Firecrawl MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Firecrawl MCP with LlamaIndex

CrewAI logo

CrewAI

Use Firecrawl MCP with CrewAI

OpenCode logo

OpenCode

Use Firecrawl MCP with OpenCode

VS Code logo

VS Code

Use Firecrawl MCP with VS Code

FAQ

Frequently asked questions

With a standalone Firecrawl MCP server, the agents and LLMs can only access a fixed set of Firecrawl tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Firecrawl and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. Cursor fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Firecrawl tools.

Yes, absolutely. You can configure which Firecrawl scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Firecrawl data and credentials are handled as safely as possible.

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Co-founder, Slashy

A lot of students tell us that the moment their connected tools start talking to each other inside Opennote feels almost magical. The agent just knows them, and it's immensely helped keep new users on the platform.

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Co-founder, Opennote

We chose Composio over Pipedream because it delivered depth where it mattered — niche tools and tricky edge cases other platforms simply ignored. That gave us confidence to scale without compromising.

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Nirman Dave
CEO, Zams

As a solo builder, shipping fast is life or death. The only way I can outcompete incumbents is by outmanoeuvring them. Getting bogged down managing agent auth would have been a death sentence.

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Founder, Extra Thursday

Before Composio, adding tool integrations was slow and resource-intensive. Each one could take weeks of engineering time, and maintaining them meant constantly keeping up with API changes.

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Founder & CEO, SwarmZero

With hands-on help from their founder, we integrated Gmail and Google Drive in just 30 minutes. This level of personal support and commitment is exactly what startups should strive for.

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Co-Founder, Ingram Technologies