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About Firecrawl MCP

Firecrawl MCP provides a Model Context Protocol server that exposes endpoints for web scraping, parsing and monitoring. It supports three authentication methods: keyless access with daily limits, browser-based sign-in, and API key configuration. The server uses distinct URLs depending on the chosen method, with keyless and API key flows using https://mcp.firecrawl.dev/v2/mcp and OAuth-based sign-in using https://mcp.firecrawl.dev/v2/mcp-oauth. Clients can configure the API key through environment variables or secret storage rather than embedding it in the MCP URL. The service is designed for integration with LLM clients and agents, offering a structured interface for web content retrieval and processing. Documentation includes a complete index file for discovering available endpoints and usage guides across multiple programming languages.

Key features

  • Scrape web pages
  • Parse structured content
  • Monitor web pages for changes
  • Three authentication methods
  • Multi-language client support
  • Daily usage limits for keyless access
  • Complete endpoint documentation index
  • OAuth-based sign-in flow

Use cases

  • Web content retrieval for AI agents
  • Structured data extraction from websites
  • Change detection on web pages

Pros

  • Supports keyless access with daily usage limits
  • Offers three authentication methods (keyless, API key, OAuth)
  • Provides structured endpoints for scraping, parsing and monitoring
  • Includes documentation index for endpoint discovery
  • Supports multiple programming languages for client setup

Cons

  • Requires specific MCP client configuration
  • API key must be configured securely, not in URL
  • OAuth flow requires browser interaction
  • Daily limits apply to keyless access

Frequently asked questions about Firecrawl MCP

What is Firecrawl MCP?

Firecrawl MCP is a Model Context Protocol server that provides endpoints for web scraping, parsing, and monitoring. It enables structured retrieval and processing of web content for integration with LLM clients and agents.

Who should use Firecrawl MCP?

It is designed for developers, LLM clients, and agents that require web content retrieval and processing capabilities, such as AI platforms, lead enrichment tools, or SEO platforms.

How does authentication work with Firecrawl MCP?

It supports three authentication methods: keyless access with daily limits, browser-based sign-in, and API key configuration. Keyless and API key flows use a specific server URL, while OAuth-based sign-in uses a different endpoint.

How do I configure an API key for Firecrawl MCP?

Create a Firecrawl API key and send it as a bearer token in the Authorization header. The key should be configured through an environment variable or your client’s secret storage, not embedded in the MCP URL.

Can I run Firecrawl MCP locally or self-host it?

Yes, Firecrawl provides documentation and guides for running the MCP server locally or self-hosting it, offering flexibility beyond the cloud-based service.

Where can I find documentation and usage guides for Firecrawl MCP?

The complete documentation index is available at /llms.txt, which lists all available pages and endpoints. Additional usage guides and SDKs are provided for multiple programming languages.

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