Firecrawl
MCP serverWeb & browsingThis integration gives your AI the ability to search the web, scrape webpages, and find research papers on arXiv. Once added, your AI can look up information online and pull the contents of the pages it finds. It can also search biomedical literature and arXiv for papers on a topic.
Use Firecrawl in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Firecrawl and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the firecrawl scrape tool from Firecrawl
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Add the integration, then ask your AI to search the web, read a specific webpage, or find papers on a topic you care about.
What your AI can do with it
- Search the web for information
- Scrape webpages and read their contents
- Find research papers on arXiv
- Search biomedical literature
Install Firecrawl
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user firecrawl 'https://mcp.firecrawl.dev/v2/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://mcp.firecrawl.dev/v2/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=firecrawl&config=eyJ1cmwiOiJodHRwczovL21jcC5maXJlY3Jhd2wuZGV2L3YyL21jcCJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://mcp.firecrawl.dev/v2/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add firecrawl --url 'https://mcp.firecrawl.dev/v2/mcp'Run it once, then sign in with codex mcp login firecrawl if the server asks for an account.
From the project's README
As published by firecrawl/firecrawl-mcp-server in README.md.
src="https://raw.githubusercontent.com/firecrawl/firecrawl-mcp-server/main/img/fire.png" height="140"
Firecrawl MCP Server
A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.
Big thanks to @vrknetha, @knacklabs for the initial implementation!
Features
- Search the web and get full page content
- Search an index built for coding agents: GitHub issues, merged pull requests, READMEs, and docs
- Scrape any URL into clean, structured data
- Interact with pages — click, navigate, and operate
- Deep research with autonomous agent
- Check current and historical Firecrawl credit usage
- Automatic retries and rate limiting
- Cloud and self-hosted support
- SSE support
Play around with our MCP Server on MCP.so's playground or on Klavis AI.
When to Use This Server
- Use
firecrawl_scrapewhen you have a known URL and want its content as markdown or as JSON matching a schema you supply. - Use
firecrawl_mapwhen you need to discover URLs on a site without fetching their content. - Use
firecrawl_crawlwhen you need content from many pages under a site; setlimit,includePaths/excludePaths, ormaxDiscoveryDepthto bound it. - Use
firecrawl_searchwhen you're starting from a query rather than a URL and want ranked web results; addscrapeOptionsif you also want page content fetched in the same call (the search-only endpoint never fetches content). - Use
firecrawl_interactwhen a page needs a click, type, or navigate action before you can read it — pass aurlfor a fresh page or ascrapeIdto continue on one you already scraped. - Use the
firecrawl_monitor_*tools when the same page needs to be checked on a recurring schedule with diffs and change alerts, rather than fetched once. - Use
firecrawl_credit_usageto check credits left or monthly consumption, optionally broken down by API key. - Consider something else when you need to hold a browser session open across many of your own steps with your own retry and termination logic: each
firecrawl_interactcall runs onepromptorcodeturn to completion and returns control — the session can persist across calls viascrapeIdand ends withfirecrawl_interact_stop, but you cannot drive it interactively step-by-step from the client side within a single call.
This server lists 27 tools when the full profile registers with default settings (feedback tools included, not running in local-keyless mode). Setting FIRECRAWL_NO_SEARCH_FEEDBACK=1 and/or FIRECRAWL_NO_ENDPOINT_FEEDBACK=1 removes the corresponding feedback tools and reduces this count, as does local keyless startup. For clients with a tool-slot limit: the hosted keyless endpoint (https://mcp.firecrawl.dev/v2/mcp, no API key) exposes only 3 — firecrawl_scrape, firecrawl_search, firecrawl_parse — and the dedicated search-only endpoint (https://mcp.firecrawl.dev/v2/mcp-search) exposes a fixed set of 9 tools (search, developer, government, and research search, plus Alexandria catalogue lookup and execution).
Installation
Hosted MCP (keyless free tier)
Connect to the remote hosted server with no setup:
https://mcp.firecrawl.dev/v2/mcp
On the keyless free tier, scrape, search, and parse work without an API key (rate-limited). Other tools such as crawl, map, and agent still need a key.
Prefer OAuth or an API key whenever the human can sign up. It unlocks the full tool set and higher limits.
For an interactive account connection, configure your MCP client to use this server URL. This is an MCP endpoint, not a browser page; use the client's account-connection flow and do not add a second Firecrawl server entry when reconnecting:
https://mcp.firecrawl.dev/v2/mcp-oauth
For an API-key connection (for example, an unattended integration), keep the server URL as:
https://mcp.firecrawl.dev/v2/mcp
Then configure the client's secure header or secret setting with:
Authorization: Bearer <FIRECRAWL_API_KEY>
Never put an API key in the server URL. Never put an API key in an agent chat. Configure it directly in the client or secret manager. See the hosted MCP setup guide and the agent onboarding guide for client-specific instructions.
Search-only endpoint
A fixed-scope search surface is also hosted at:
https://mcp.firecrawl.dev/v2/mcp-search
It exposes a fixed set of nine tools: firecrawl_search, firecrawl_developer_search, firecrawl_gov_search, the four firecrawl_research_* tools, and the two Alexandria tools firecrawl_find_tools and firecrawl_scrape. Its firecrawl_search fetches no page content, and the surface has its own OAuth identity; the full endpoint above is unchanged. It backs a published connector listing, so its tool set is a contract rather than a profile to tune. See docs/search-profile.md for the full contract and what a change to it involves.
Running with npx
env FIRECRAWL_API_KEY=fc-YOUR_API_KEY npx -y firecrawl-mcp
Manual Installation
npm install -g firecrawl-mcp
Running on Cursor
Configuring Cursor 🖥️ Note: Requires Cursor version 0.45.6+ For the most up-to-date configuration instructions, please refer to the official Cursor documentation on configuring MCP servers: Cursor MCP Server Configuration Guide
To configure Firecrawl MCP in Cursor v0.48.6
- Open Cursor Settings
- Go to Features > MCP Servers
- Click "+ Add new global MCP server"
- Enter the following code:
{ "mcpServers": { "firecrawl-mcp": { "command": "npx", "args": ["-y", "firecrawl-mcp"], "env": { "FIRECRAWL_API_KEY": "YOUR-API-KEY" } } } }
To configure Firecrawl MCP in Cursor v0.45.6
- Open Cursor Settings
- Go to Features > MCP Servers
- Click "+ Add New MCP Server"
- Enter the following:
- Name: "firecrawl-mcp" (or your preferred name)
- Type: "command"
- Command:
env FIRECRAWL_API_KEY=your-api-key npx -y firecrawl-mcp
If you are using Windows and are running into issues, try
cmd /c "set FIRECRAWL_API_KEY=your-api-key && npx -y firecrawl-mcp"
Replace your-api-key with your Firecrawl API key. If you don't have one yet, you can create an account and get it from https://www.firecrawl.dev/app/api-keys
After adding, refresh the MCP server list to see the new tools. The Composer Agent will automatically use Firecrawl MCP when appropriate, but you can explicitly request it by describing your web scraping needs. Access the Composer via Command+L (Mac), select "Agent" next to the submit button, and enter your query.
Running on Windsurf
Add this to your ./codeium/windsurf/model_config.json:
{
"mcpServers": {
"mcp-server-firecrawl": {
"command": "npx",
"args": ["-y", "firecrawl-mcp"],
"env": {
"FIRECRAWL_API_KEY": "YOUR_API_KEY"
}
}
}
}
Running with Streamable HTTP Local Mode
To run the server using Streamable HTTP locally instead of the default stdio transport:
env HTTP_STREAMABLE_SERVER=true FIRECRAWL_API_KEY=fc-YOUR_API_KEY npx -y firecrawl-mcp
Use the url: http://localhost:3000/mcp
Running with Docker
The ghcr.io/firecrawl/firecrawl-mcp-server image runs the same server as npx -y firecrawl-mcp. Every build from main is tagged latest, v<package version> and sha-<commit sha>. v<package version> moves to the newest build of that version, so pin sha-<commit sha> (or a digest) when you need a fixed image.
stdio (the default), for MCP clients that launch the server as a command:
docker run -i --rm -e FIRECRAWL_API_KEY=fc-YOUR_API_KEY ghcr.io/firecrawl/firecrawl-mcp-server:latest
{
"mcpServers": {
"firecrawl-mcp": {
"command": "docker",
"args": ["run", "-i", "--rm", "-e", "FIRECRAWL_API_KEY", "ghcr.io/firecrawl/firecrawl-mcp-server:latest"],
"env": {
"FIRECRAWL_API_KEY": "YOUR_API_KEY"
}
}
}
}
Streamable HTTP, served at http://localhost:3000/mcp:
docker run --rm -p 127.0.0.1:3000:3000 \
-e HTTP_STREAMABLE_SERVER=true \
-e FIRECRAWL_API_KEY=fc-YOUR_API_KEY \
ghcr.io/firecrawl/firecrawl-mcp-server:latest
The image sets HOST=0.0.0.0 and PORT=3000; override PORT (and the -p mapping) to listen elsewhere. The server uses the container's FIRECRAWL_API_KEY for requests that don't send their own credential, so the example publishes the port on 127.0.0.1 only; don't expose it more widely unless clients must supply their own key. Set FIRECRAWL_API_URL to use a self-hosted Firecrawl API. The container runs as the unprivileged node user.
Installing via Smithery (Legacy)
To install Firecrawl for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install @mendableai/mcp-server-firecrawl --client claude
Running on VS Code
For one-click installation, click one of the install buttons below...
For manual installation, add the following JSON block to your User Settings (JSON) file in VS Code. You can do this by pressing Ctrl + Shift + P and typing Preferences: Open User Settings (JSON).
{
"mcp": {
"inputs": [
{
"type": "promptString",
"id": "apiKey",
"description": "Firecrawl API Key",
"password": true
}
],
"servers": {
"firecrawl": {
"command": "npx",
"args": ["-y", "firecrawl-mcp"],
"env": {
"FIRECRAWL_API_KEY": "${input:apiKey}"
}
}
}
}
}
Optionally, you can add it to a file called .vscode/mcp.json in your workspace. This will allow you to share the configuration with others:
{
"inputs": [
{
"type": "promptString",
"id": "apiKey",
"description": "Firecrawl API Key",
"password": true
}
],
"servers": {
"firecrawl": {
"command": "npx",
"args": ["-y", "firecrawl-mcp"],
"env": {
"FIRECRAWL_API_KEY": "${input:apiKey}"
}
}
}
}
Configuration
Environment Variables
Required for Cloud API
FIRECRAWL_API_KEY: Your Firecrawl API key- Required when using cloud API (default)
- Optional when using self-hosted instance with
FIRECRAWL_API_URL
FIRECRAWL_API_URL(Optional): Custom API endpoint for self-hosted instances- Example:
https://firecrawl.your-domain.com - If not provided, the cloud API will be used (requires API key)
- Example:
MCP OAuth (Bearer access tokens)
Hosted Firecrawl can issue OAuth access tokens (fco_…) via the authorization server on firecrawl.dev. This MCP server forwards whichever credential it resolves to the Firecrawl API as Authorization: Bearer ….
- HTTP stream transports (
CLOUD_SERVICE=true,HTTP_STREAMABLE_SERVER=true, orSSE_LOCAL=true): Clients should sendAuthorization: Bearer <fco_access_token>on MCP requests. An OAuth bearer token takes precedence overx-firecrawl-api-key/x-api-keywhen both are present. - stdio: Use
FIRECRAWL_OAUTH_TOKENfor a static access token, or keep usingFIRECRAWL_API_KEYfor an API key.
Use access tokens (fco_…) only. Refresh tokens (fcr_…) must be exchanged at the token endpoint, not passed to the scrape/search API.
Hardened HTTP preset (CLOUD_SERVICE=true)
CLOUD_SERVICE=true serves the tools over streamable HTTP on PORT (default 3000), bound to 0.0.0.0, with stricter defaults for a shared deployment:
- every request must carry a credential (an API key or an OAuth access token);
- safe mode: scrape is read-only (see the scrape tool below);
firecrawl_parseaccepts uploads only and never reads local files.
FASTMCP_ENDPOINT selects the surface: /v2/mcp (default) serves the full tool set, /v2/mcp-oauth the account surface, and /v2/mcp-search (which also requires FIRECRAWL_MCP_SEARCH_OAUTH_ONLY=true) the search-only surface described below.
Search-only surface (hosted)
In hosted mode (CLOUD_SERVICE=true) a second in-process instance serves the search-only endpoint on local port 3001. The hosted deployment's reverse proxy routes /v2/mcp-search to that port, and the OAuth protected-resource identifier is https://mcp.firecrawl.dev/v2/mcp-search.
FIRECRAWL_MCP_SEARCH_ENABLED (default true) is the supported operational toggle; set it to false to prevent the search instance from starting. The Node process also accepts FIRECRAWL_MCP_SEARCH_PORT, FIRECRAWL_MCP_SEARCH_ENDPOINT, and FIRECRAWL_MCP_SEARCH_RESOURCE_URL for isolated tests. Those overrides do not reconfigure the deployment's proxy routes or the authorization server allowlist and must not be used independently in the hosted deployment.
The search instance requires authentication for every request (including tools/list) and rejects OAuth tokens whose audience does not match its own resource.
Configuration Examples
For cloud API usage:
export FIRECRAWL_API_KEY=your-api-key
For self-hosted instance:
# Required for self-hosted
export FIRECRAWL_API_URL=https://firecrawl.your-domain.com
# Optional authentication for self-hosted
export FIRECRAWL_API_KEY=your-api-key # If your instance requires auth
Usage with Claude Desktop
Add this to your claude_desktop_config.json:
{
"mcpServers": {
"mcp-server-firecrawl": {
"command": "npx",
"args": ["-y", "firecrawl-mcp"],
"env": {
"FIRECRAWL_API_KEY": "YOUR_API_KEY_HERE"
}
}
}
}
How to Choose a Tool
Use this guide to select the right tool for your task:
- If you know the exact URL you want: use scrape (with JSON format for structured data)
- If you have multiple known URLs: call scrape for each URL. If you specifically need one bulk API operation, use the Firecrawl API batch endpoint outside MCP.
- If you need to discover URLs on a site: use map
- If you want to search the web for info: use search
- If you have a programming question (a library, an API contract, an error message, a known bug): use developer search
- If you have a legal or regulatory question (a statute, regulation, code, court opinion, or other US government publication): use the Firecrawl Government Index
- If you need scientific papers (biomedical, life-science, clinical, or arXiv literature): use research tools — they search paper abstracts and full text.
searchwithcategories: ["research"]is a different thing: a website filter over ordinary web results. - If you need multi-source research that returns structured data, do not know the URLs, or the answer spans several sites (an entity plus its fields, a list, a dataset): use agent
- If you want to analyze a whole site or section: use crawl (with limits!)
- If you need interactive browser automation (click, type, navigate): use interact with a URL for a fresh page, or scrape + interact when you already scraped the page or need tighter scrape control
- If you need data from a catalogued provider (Alexandria): search with
sources: ["alexandria"], inspect the selected contract with find_tools, and execute it with scrapealexandria
Quick Reference Table
| Tool | Best for | Returns |
|---|---|---|
| scrape | Single page content | JSON (preferred) or markdown |
| interact | Interact with a URL or scraped page | Execution result + scrapeId for URL mode |
| map | Discovering URLs on a site | URL[] |
| crawl | Multi-page extraction (with limits) | final crawl status/data after internal polling |
| parse | Files and hosted upload refs | markdown, JSON, or document output |
| search | Web search for info | results[] |
| find_tools | Alexandria catalogue browsing and URL lookup | providers, tool contracts and nextTool navigation |
| developer | Programming questions over developer sources | results[] with passages |
| gov | US primary law and regulatory material | results[] with snippets |
| agent | Multi-source research, unknown or many sites | JSON (structured data) |
| monitor | Recurring page checks | monitor/check metadata and diffs |
| research | Paper and GitHub repository research | research results and repo matches |
Format Selection Guide
When using scrape, choose the right format:
- JSON format (recommended for most cases): Use when you need specific data from a page. Define a schema based on what you need to extract. This keeps responses small and avoids context window overflow.
- Markdown format (use sparingly): Only when you genuinely need the full page content, such as reading an entire article for summarization or analyzing page structure.
Available Tools
1. Scrape Tool (firecrawl_scrape)
Scrape content from a single URL with advanced options.
Best for:
- Single page content extraction, when you know exactly which page contains the information.
Not recommended for:
- Extracting content from multiple pages (use repeated scrape calls for known URLs, or map + scrape to discover URLs first, or crawl for full page content)
- When you're unsure which page contains the information (use search)
Common mistakes:
- Passing a list of URLs to one scrape call. Call scrape once per URL in MCP. If you specifically need one bulk API operation, use the Firecrawl API batch endpoint outside MCP.
- Using markdown format by default (use JSON format to extract only what you need).
Choosing the right format:
- JSON format (preferred): For most use cases, use JSON format with a schema to extract only the specific data needed. This keeps responses focused and prevents context window overflow.
- Markdown format: Only when the task genuinely requires full page content (e.g., summarizing an entire article, analyzing page structure).
Prompt Example:
"Get the product details from https://example.com/product."
Usage Example (JSON format - preferred):
{
"name": "firecrawl_scrape",
"arguments": {
"url": "https://example.com/product",
"formats": [
{
"type": "json",
"prompt": "Extract the product information",
"schema": {
"type": "object",
"properties": {
"name": { "type": "string" },
"price": { "type": "number" },
"description": { "type": "string" }
},
"required": ["name", "price"]
}
}
]
}
}
Usage Example (markdown format - when full content needed):
{
"name": "firecrawl_scrape",
"arguments": {
"url": "https://example.com/article",
"formats": ["markdown"],
"onlyMainContent": true
}
}
Usage Example (branding format - extract brand identity):
{
"name": "firecrawl_scrape",
"arguments": {
"url": "https://example.com",
"formats": ["branding"]
}
}
Branding format: Extracts comprehensive brand identity (colors, fonts, typography, spacing, logo, UI components) for design analysis or style replication.
Privacy: Set redactPII: true to return content with personally identifiable information redacted.
Hardened HTTP preset and the hosted server: With CLOUD_SERVICE=true, as on the hosted server, scrape is read-only. It takes no browser actions and cannot accept provider terms. A named profile loads saved browser state without saving changes to it, and the full endpoint's firecrawl_search treats scrapeOptions.profile the same way. To save browser state to a profile, open the page with firecrawl_interact (see below). An organization admin accepts terms in the dashboard.
Returns:
- JSON structured data, markdown, branding profile, or other formats as specified.
2. Map Tool (firecrawl_map)
Map a website to discover all indexed URLs on the site.
Best for:
- Discovering URLs on a website before deciding what to scrape
- Finding specific sections of a website
Not recommended for:
- When you already know which specific URL you need (use scrape)
- When you need the content of the pages (use scrape after mapping)
Common mistakes:
- Using crawl to discover URLs instead of map
Prompt Example:
"List all URLs on example.com."
Usage Example:
{
"name": "firecrawl_map",
"arguments": {
"url": "https://example.com"
}
}
Returns:
- Array of URLs found on the site
3. Search Tool (firecrawl_search)
Search the web and optionally extract content from search results.
Best for:
- Finding specific information across multiple websites, when you don't know which website has the information.
- When you need the most relevant content for a query
Not recommended for:
- When you already know which website to scrape (use scrape)
- When you need comprehensive coverage of a single website (use map or crawl)
Common mistakes:
- Using crawl or map for open-ended questions (use search instead)
Usage Example:
{
"name": "firecrawl_search",
"arguments": {
"query": "remote work stipend policies at tech companies",
"highlights": true,
"limit": 5,
"lang": "en",
"country": "us",
"scrapeOptions": {
"formats": ["markdown"],
"onlyMainContent": true,
"redactPII": true
}
}
}
Set highlights to true to request query-relevant highlights or false to keep the original search snippets. Omit it to use the API's default behavior.
Shortened here. Read the whole README on GitHub.
Tools it offers (3)
What this server listed when Ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
firecrawl_scrapefirecrawl_searchfirecrawl_parse
Signals
- GitHub stars
- 8k
- Forks
- 900
- Last commit
- Oct 2026
- Weekly downloads
- 192k
- Weekly_downloads
- 192k weekly_downloads
Others that do the same job
Advanced
- Delivery
- Firecrawl MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-firecrawl-firecrawl-mcp-server- Source
- github.com/firecrawl/firecrawl-mcp-server
- Hosted endpoint
https://mcp.firecrawl.dev/v2/mcp
github.com/firecrawl/firecrawl-mcp-server
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