firecrawl

firecrawl is a plugin for Gemini CLI from firecrawl/firecrawl-mcp-server. Its token cost is not measured, scanned A, original, MIT.

An MCP add-on that gives a coding agent Firecrawl tools for web search, scraping, crawling, and structured data extraction. It uses a Firecrawl API key to access the service.

In plain words
What is it for?
It helps search websites, extract structured information, crawl linked pages, and retrieve web content for development or research tasks.
Why use it?
It avoids having to collect and clean website content by hand when an agent needs information from the web.

Plugin for Gemini CLI

Written for Gemini CLI: a Gemini CLI extension manifest.

Good fit It helps search websites, extract structured information, crawl linked pages, and retrieve web content for development or research tasks.

Compare 6 plugins from other repositories ↓
Install with agentmods
npx agentmods add plugins/firecrawl/firecrawl-mcp-server/gemini-extension
About the project

Firecrawl MCP Server is a Model Context Protocol server that connects AI agents to Firecrawl’s tools for searching, scraping, and interacting with live websites. It is used by coding agents and other compatible language-model clients that need web content in structured, agent-ready form.

firecrawl/firecrawl-mcp-server · 7,610 stars · on GitHub · firecrawl.dev

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/firecrawl/firecrawl-mcp-server

Made for: Gemini CLI.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for firecrawl

README.md
[![agentmods](https://agentmods.dev/badge/plugins/firecrawl/firecrawl-mcp-server/gemini-extension/github.svg)](https://agentmods.dev/plugins/firecrawl/firecrawl-mcp-server/gemini-extension)
Your own site
<a href="https://agentmods.dev/plugins/firecrawl/firecrawl-mcp-server/gemini-extension"><img src="https://agentmods.dev/badge/plugins/firecrawl/firecrawl-mcp-server/gemini-extension/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for firecrawl

Your own site · 80×15
<a href="https://agentmods.dev/plugins/firecrawl/firecrawl-mcp-server/gemini-extension"><img src="https://agentmods.dev/badge/plugins/firecrawl/firecrawl-mcp-server/gemini-extension.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

firecrawl scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

The scan reads gemini-extension.json. This mod also ships 1 executable file (scripts/agent-metadata-policy.mjs), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

gemini-extension.json · 23 lines

What it actually says

{
  "name": "firecrawl",
  "version": "3.30.1",
  "description": "Official Firecrawl MCP for web search, scraping, crawling, and structured data extraction.",
  "mcpServers": {
    "firecrawl": {
      "command": "npx",
      "args": ["-y", "firecrawl-mcp"],
      "env": {
        "FIRECRAWL_API_KEY": "${FIRECRAWL_API_KEY}"
      }
    }
  },
  "settings": [
    {
      "name": "Firecrawl API Key",
      "description": "Your Firecrawl API key. Get one at https://firecrawl.dev/app/api-keys",
      "envVar": "FIRECRAWL_API_KEY",
      "sensitive": true
    }
  ]
}
Files

What ships with it

1 file beside gemini-extension.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today Changed c7fb86f8382a
  2. 2d ago Changed 96f1e1c9fc8b
  3. 7d ago Changed 241e008e66de
  4. 9d ago Changed c75f19c6fce6
  5. 13d ago Changed 1375fb9cc976
  6. 14d ago Changed fb82fc8090fd
  7. 15d ago Changed 8971343e6ceb
  8. 16d ago Changed 452f722bae78
  9. 17d ago First seen · 23 lines scan A bc6a9442d30f

Subscribe to this mod's changes

firecrawl is a plugin published in the GitHub repository firecrawl/firecrawl-mcp-server (7,610 stars, last pushed today), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-29.