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Firecrawl MCP Server

dhi.io/firecrawl-mcp

Firecrawl MCP Server

CIS
linux/amd64
linux/arm64

A Model Context Protocol server integrating Firecrawl for web scraping, crawling, and content extraction.

Prerequisites

All examples in this guide use the public image. If you’ve mirrored the repository for your own use (for example, to your Docker Hub namespace), update your commands to reference the mirrored image instead of the public one.

For example:

  • Public image: dhi.io/<repository>:<tag>
  • Mirrored image: <your-namespace>/dhi-<repository>:<tag>

For the examples, you must first use docker login dhi.io to authenticate to the registry to pull the images.

Getting Started with Firecrawl MCP Server

The Firecrawl MCP Server provides web scraping, crawling, and content extraction capabilities through the Model Context Protocol. It enables AI applications to extract structured data from websites and process web content.

Prerequisites

Before using the Firecrawl MCP Server, you'll need:

  1. Firecrawl API Key: Obtain an API key from Firecrawl⁠
  2. API Access: Ensure you have appropriate API rate limits for your use case
Configuration
Claude Desktop Configuration

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "firecrawl": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-e", "FIRECRAWL_API_KEY=your-api-key",
        "dhi.io/firecrawl-mcp"
      ]
    }
  }
}
Environment Variables

The server requires the following environment variables:

  • FIRECRAWL_API_KEY (required): Your Firecrawl API key
Running the Server

To run the server directly:

docker run --rm -i \
  -e FIRECRAWL_API_KEY=your-api-key \
  dhi.io/firecrawl-mcp
Available Tools

The Firecrawl MCP Server provides the following capabilities:

  • Scrape pages: Extract content from individual web pages
  • Crawl websites: Perform deep crawls to discover and scrape multiple pages
  • Extract structured data: Convert web content to structured formats (JSON, Markdown)
  • Handle dynamic content: Process JavaScript-rendered pages
  • Content transformation: Convert HTML to clean, readable formats
Tool Parameters

Scrape Tool:

  • url (required): The URL to scrape
  • formats (optional): Output formats (markdown, html, json)
  • onlyMainContent (optional): Extract only main content, removing navigation and ads
  • includeTags (optional): Specific HTML tags to include
  • excludeTags (optional): HTML tags to exclude

Crawl Tool:

  • url (required): Starting URL for the crawl
  • maxDepth (optional): Maximum crawl depth
  • limit (optional): Maximum number of pages to crawl
  • allowedDomains (optional): Restrict crawling to specific domains
  • excludePatterns (optional): URL patterns to exclude
Example Use Cases

Single Page Scraping

Query: "Scrape the content from https://example.com/article"
Server extracts and returns structured content

Website Crawling

Query: "Crawl https://docs.example.com and extract all documentation pages"
Server discovers and scrapes linked pages up to configured depth

Structured Data Extraction

Query: "Extract product information from this e-commerce page"
Server scrapes and structures product details, prices, and descriptions

Content Monitoring

Query: "Check for changes on the company blog homepage"
Server scrapes and compares content for updates
Security Best Practices
  1. API Key Security: Store API keys securely using environment variables or secrets management
  2. Rate Limiting: Monitor API usage to stay within rate limits
  3. Respectful Crawling: Configure appropriate crawl delays and limits
  4. Content Filtering: Use filters to avoid scraping sensitive or private content
  5. Compliance: Ensure web scraping complies with website terms of service and robots.txt
Performance Tips
  • Use onlyMainContent: true for faster, cleaner results
  • Set appropriate maxDepth and limit values for crawls
  • Leverage caching for frequently accessed content
  • Monitor API quota usage through the Firecrawl dashboard

Additional Resources

Non-hardened images vs Docker Hardened Images

Key differences
FeatureNon-hardened Firecrawl MCPDocker Hardened Firecrawl MCP
SecurityStandard base with common utilitiesMinimal, hardened base with security patches
Shell accessFull shell (bash/sh) availableNo shell in runtime variants
Package managerapt/apk availableNo package manager in runtime variants
UserRuns as root by defaultRuns as nonroot user
Attack surfaceLarger due to additional utilitiesMinimal, only essential components
DebuggingTraditional shell debuggingUse Docker Debug or Image Mount for troubleshooting
Why no shell or package manager?

Docker Hardened Images prioritize security through minimalism:

  • Reduced attack surface: Fewer binaries mean fewer potential vulnerabilities
  • Immutable infrastructure: Runtime containers shouldn't be modified after deployment
  • Compliance ready: Meets strict security requirements for regulated environments

The hardened images intended for runtime don't contain a shell nor any tools for debugging. Common debugging methods for applications built with Docker Hardened Images include:

  • Docker Debug⁠ to attach to containers
  • Docker's Image Mount feature to mount debugging tools
  • Ecosystem-specific debugging approaches

Docker Debug provides a shell, common debugging tools, and lets you install other tools in an ephemeral, writable layer that only exists during the debugging session.

For example, you can use Docker Debug:

docker debug <container-name>

or mount debugging tools with the Image Mount feature:

docker run --rm -it --pid container:my-firecrawl-mcp \
  --mount=type=image,source=dhi.io/busybox:1,destination=/dbg,ro \
  --entrypoint /dbg/bin/sh \
  dhi.io/firecrawl-mcp:<tag>

Image variants

Docker Hardened Images come in different variants depending on their intended use.

Runtime variants are designed to run your application in production. These images are intended to be used either directly or as the FROM image in the final stage of a multi-stage build. These images typically:

  • Run as the nonroot user
  • Do not include a shell or a package manager
  • Contain only the minimal set of libraries needed to run the app

Build-time variants typically include dev in the variant name and are intended for use in the first stage of a multi-stage Dockerfile. These images typically:

  • Run as the root user
  • Include a shell and package manager
  • Are used to build or compile applications

Migrate to a Docker Hardened Image

To migrate your application to a Docker Hardened Image, you must update your Dockerfile. At minimum, you must update the base image in your existing Dockerfile to a Docker Hardened Image. This and a few other common changes are listed in the following table of migration notes:

ItemMigration note
Base imageReplace your base images in your Dockerfile with a Docker Hardened Image.
Package managementNon-dev images, intended for runtime, don't contain package managers. Use package managers only in images with a dev tag.
Non-root userBy default, non-dev images, intended for runtime, run as the nonroot user. Ensure that necessary files and directories are accessible to the nonroot user.
Multi-stage buildUtilize images with a dev tag for build stages and non-dev images for runtime. For binary executables, use a static image for runtime.
TLS certificatesDocker Hardened Images contain standard TLS certificates by default. There is no need to install TLS certificates.
PortsNon-dev hardened images run as a nonroot user by default. As a result, applications in these images can't bind to privileged ports (below 1024) when running in Kubernetes or in Docker Engine versions older than 20.10. Firecrawl MCP default ports work without issues.
Entry pointDocker Hardened Images may have different entry points than images such as Docker Official Images. Inspect entry points for Docker Hardened Images and update your Dockerfile if necessary.
No shellBy default, non-dev images, intended for runtime, don't contain a shell. Use dev images in build stages to run shell commands and then copy artifacts to the runtime stage.

The following steps outline the general migration process.

  1. Find hardened images for your app.

    A hardened image may have several variants. Inspect the image tags and find the image variant that meets your needs.

  2. Update the base image in your Dockerfile.

    Update the base image in your application's Dockerfile to the hardened image you found in the previous step. For framework images, this is typically going to be an image tagged as dev because it has the tools needed to install packages and dependencies.

  3. For multi-stage Dockerfiles, update the runtime image in your Dockerfile.

    To ensure that your final image is as minimal as possible, you should use a multi-stage build. All stages in your Dockerfile should use a hardened image. While intermediary stages will typically use images tagged as dev, your final runtime stage should use a non-dev image variant.

  4. Install additional packages

    Docker Hardened Images contain minimal packages in order to reduce the potential attack surface. You may need to install additional packages in your Dockerfile. Inspect the image variants to identify which packages are already installed.

    Only images tagged as dev typically have package managers. You should use a multi-stage Dockerfile to install the packages. Install the packages in the build stage that uses a dev image. Then, if needed, copy any necessary artifacts to the runtime stage that uses a non-dev image.

    For Alpine-based images, you can use apk to install packages. For Debian-based images, you can use apt-get to install packages.

Troubleshoot migration

General debugging

The hardened images intended for runtime don't contain a shell nor any tools for debugging. The recommended method for debugging applications built with Docker Hardened Images is to use Docker Debug⁠ to attach to these containers. Docker Debug provides a shell, common debugging tools, and lets you install other tools in an ephemeral, writable layer that only exists during the debugging session.

Permissions

By default image variants intended for runtime, run as the nonroot user. Ensure that necessary files and directories are accessible to the nonroot user. You may need to copy files to different directories or change permissions so your application running as the nonroot user can access them.

Privileged ports

Non-dev hardened images run as a nonroot user by default. As a result, applications in these images can't bind to privileged ports (below 1024) when running in Kubernetes or in Docker Engine versions older than 20.10.

No shell

By default, image variants intended for runtime don't contain a shell. Use dev images in build stages to run shell commands and then copy any necessary artifacts into the runtime stage. In addition, use Docker Debug to debug containers with no shell.

Entry point

Docker Hardened Images may have different entry points than images such as Docker Official Images. Use docker inspect to inspect entry points for Docker Hardened Images and update your Dockerfile if necessary.