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firecrawl-mcp weekly downloads statistics

By firecrawl (3 listings) · npm · MCP servers

Firecrawl MCP server, the context API for AI agents: search, scrape, parse, crawl, map, and interact with the web, run Agent and Monitor jobs, and search scientific papers (PubMed, bioRxiv, medRxiv, arXiv). Works with Firecrawl cloud or a self-hosted inst

View on npm Fresh · Oct 18, 2026

firecrawl-mcp has 102,401 recorded weekly downloads on npm, an increase of 261% over the past 30 days, ranking #472 of 2,322 tracked listings.

Weekly downloads
102,401
Official API · Oct 18, 2026
7-day growth
-23.5%
-31.5K weekly downloads
30-day growth
+261%
+74.1K weekly downloads
90-day growth
+51.5%
+34.8K weekly downloads
Rank
#472
Among tracked npm listings

About firecrawl-mcp

<div align="center"> <a name="readme-top"></a> <img src="https://raw.githubusercontent.com/firecrawl/firecrawl-mcp-server/main/img/fire.png" height="140" > </div>

Firecrawl MCP Server

A Model Context Protocol (MCP) server that brings Firecrawl, the context API for AI agents, to MCP-compatible clients: search, scrape, and interact with the live web and get back clean Markdown or structured data.

Big thanks to @vrknetha, @knacklabs for the initial implementation!

Features

  • Search the web, optionally with full page content for each result
  • Search indexes for developer sources (GitHub issues, merged pull requests, READMEs, and docs), US government sources, and scientific papers (PubMed, bioRxiv, medRxiv, arXiv)
  • Scrape any URL into clean Markdown or structured JSON
  • Parse PDFs and documents
  • Crawl a site for content from many pages, or map it to discover its URLs
  • Interact with pages in a real browser: click, type, fill forms, and navigate dynamic pages
  • Run Agent jobs for multi-source research that returns structured data
  • Monitor pages and get notified when their content changes
  • 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_scrape when you have a known URL and want its content as markdown or as JSON matching a schema you supply.
  • Use firecrawl_map when you need to discover URLs on a site without fetching their content.
  • Use firecrawl_crawl when you need content from many pages under a site; set limit, includePaths/excludePaths, or maxDiscoveryDepth to bound it.
  • Use firecrawl_search when you're starting from a query rather than a URL and want ranked web results; add scrapeOptions if you also want page content fetched in the same call (the search-only endpoint never fetches content).
  • Use firecrawl_interact when a page needs a click, type, or navigate action before you can read it: pass a url for a fresh page or a scrapeId to 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_usage to 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_interact call runs one prompt or code turn to completion and returns control. The session can persist across calls via scrapeId and ends with firecrawl_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.

Naming your integration

An integration that connects over HTTP can name itself with an X-Firecrawl-Origin header, for example X-Firecrawl-Origin: my-agent. The server reports it to Firecrawl as the request origin mcp-my-agent@<server version>, in place of the client name or User-Agent it would otherwise report. Use letters, digits and dashes: each run of other characters becomes one dash, leading and trailing dashes are dropped, and the name is cut at 48 characters. Tool results are unaffected; only the origin sent to the Firecrawl API (and passed to an embedder's beforeKeylessRequest) changes.

Search-only endpoint

A fixed-scope search surface is also hosted at:

https://mcp.firecrawl.dev/v2/mcp-search
```…

Description from the npm listing.

  • mcp
  • firecrawl
  • web-search
  • web-data
  • web-interaction
  • research
  • paper-search
  • literature-search
  • biomedical
  • pubmed
  • arxiv

README badge

Show your rank in a README or on your website. The badge updates automatically.

Charts

Images: 30d · 1y · all time · 1600×900 dark

Adoption over time

firecrawl-mcp weekly downloads on npm, last 90 days: 102,401 weekly downloads as of Oct 18, 2026, +51.5% over 90 days.firecrawl-mcpWeekly downloads on npm · Last 90 days102,401downloads / week+51.5% over 90 days050K100K150K200K250KJul 20Aug 4Aug 19Sep 3Sep 18Oct 3Oct 18downloads / weekobservedarchived (Internet Archive)no observationsJul 22, 2026 – Oct 18, 2026 · 89 observations · Updated Oc…pluginstats.com
firecrawl-mcp weekly downloads on npm, last 90 days: 102,401 weekly downloads as of Oct 18, 2026, +51.5% over 90 days.

7/30/90-day growth

firecrawl-mcp weekly downloads growth on npm: -23.5% over 7 days, +261% over 30 days, +51.5% over 90 days.firecrawl-mcpWeekly downloads growth on npm102,401downloads / week now7-day growth-31,463 weekly downloads-23.5%30-day growth+74,069 weekly downloads+261%90-day growth+34,804 weekly downloads+51.5%Growth vs. nearest observation to each baseline date · Updated Oct 18, 2026pluginstats.com
firecrawl-mcp weekly downloads growth on npm: -23.5% over 7 days, +261% over 30 days, +51.5% over 90 days.

Ranking history

firecrawl-mcp npm ranking history: currently #472 (by weekly downloads).firecrawl-mcpnpm ranking · by weekly downloads · Last 90 days#472current rank#150#200#250#300#350#400#450#500#550Jul 22Aug 6Aug 21Sep 5Sep 20Oct 5Oct 20rankOct 17, 2026 – Oct 20, 2026 · 4 observations · Updated Oct 18, 2026pluginstats.com
firecrawl-mcp npm ranking history: currently #472 (by weekly downloads).

Listing placement

All npm2,320 listings · 116 pages · 1,162 shown · page 24, #12 (overall #472)
All npm: every listing in weekly downloads order

Listing placement

MCP servers277 listings · 14 pages · page 3, #1 (overall #41)
MCP servers: every listing in weekly downloads order

Filled points are observed values; hollow points come from Internet Archive snapshots of the listing page. Dashed segments span periods with no observations — values between points are not interpolated.

Each band is one page of 20. Weekly downloads on a linear scale. Placement is projected from weekly downloads, so it can differ from the marketplace's own sort order. Hover a dot to see the listing.

Recent observations

Full history (544)
Recent weekly downloads observations for firecrawl-mcp
Date (UTC)Weekly downloadsChange vs. previous
102,401+43.2K
59,233-11.7K
70,943-12.8K
83,757-13.5K
97,255-32.1K
129,3930
129,393-4.5K
133,864-2.7K
136,520-8.3K
144,783+27.7K
117,089-29.6K
146,686-5.8K
152,459-40.9K
193,354—

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Data source

Weekly downloads (trailing 7 complete days) come from the official npm downloads API. Downloads include CI and mirrors and are not equivalent to installs or users. npm publishes no ratings.

Listing: https://www.npmjs.com/package/firecrawl-mcp. First seen Oct 16, 2026; last successful collection Oct 20, 2026. See the methodology.