firecrawl

Web Agent — Data skill for Claude Code

Data community

🔥 Open-source web data agent optimized for structured web research.

How to install Web Agent

This entry records only its repository, not the path inside it, so there is no exact command to give. Open firecrawl/web-agent and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Web Agent does

🔥 Open-source web data agent optimized for structured web research.

Alternatives in Data

Claude Deep Research Skill — Enterprise-grade deep research skill for Claude Code with 8-phase pipeline, source credibility scoring, and au 1k ★
Memex — Open-source, local-first AI journal app for iOS and Android 697 ★
Local News Site — Publish a local news article as a standalone Elementor page, with Google News-grade structured data and image 648 ★

README

Firecrawl Web Agent

[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](./LICENSE)

Firecrawl runs a research-grade autonomous agent at [firecrawl.dev/app/agent](https://firecrawl.dev/app/agent), powered by [Spark 1](https://docs.firecrawl.dev/features/models) models optimized for structured web research. This repo gives you the open-source foundation to build your own — fork it, swap models, add skills, and deploy however you want.

Get started

# 1. Install the Firecrawl CLI and authenticate
npx -y firecrawl-cli@latest init -y --browser

# 2. Scaffold an agent project
firecrawl create agent -t next

Open Source

Each layer builds on the one below it. Start at the top for a ready-to-use app, or go lower in the stack for finer control over the primitives.

Layer	Description	Get started
Next.js Template	Chat UI, streaming, Skills, Subagents, structured output	`firecrawl create agent -t next`
Express Template	API server with Skills, Subagents, structured output	`firecrawl create agent -t express`
↑
Agent Core	Orchestrator built on Deep Agents (LangChain). Skills, Subagents, structured output	`firecrawl create agent -t library`
↑
Firecrawl AI SDK	Search, Scrape, Interact as Vercel AI SDK tools	`npm i firecrawl-aisdk`
↑
Firecrawl SDK	Core API client for Scrape, Search, Crawl, Extract	`npm i @mendable/firecrawl-js