Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
Descripción del creador (original en inglés)
Web scraping, crawling, deep research & autonomous extraction — 31 MCP tools, clean Markdown/JSON
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
CRAWLFORGE_API_KEY, DATAFORSEO_LOGIN, DATAFORSEO_PASSWORDLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"crawlforge": {
"command": "npx",
"args": [
"-y",
"crawlforge-mcp-server"
],
"env": {
"CRAWLFORGE_API_KEY": "your-value",
"DATAFORSEO_LOGIN": "your-value",
"DATAFORSEO_PASSWORD": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add crawlforge --env CRAWLFORGE_API_KEY=your-value --env DATAFORSEO_LOGIN=your-value --env DATAFORSEO_PASSWORD=your-value -- npx -y crawlforge-mcp-serverCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"crawlforge": {
"command": "npx",
"args": [
"-y",
"crawlforge-mcp-server"
],
"env": {
"CRAWLFORGE_API_KEY": "your-value",
"DATAFORSEO_LOGIN": "your-value",
"DATAFORSEO_PASSWORD": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"crawlforge": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"crawlforge-mcp-server"
],
"env": {
"CRAWLFORGE_API_KEY": "your-value",
"DATAFORSEO_LOGIN": "your-value",
"DATAFORSEO_PASSWORD": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub mysleekdesigns, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: CRAWLFORGE_API_KEY, DATAFORSEO_LOGIN, DATAFORSEO_PASSWORD
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (6.25.0) llegó al registro hace 9 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Browser Use, Chrome DevTools MCP, MCP Server Browser
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
MCP server for Chrome DevTools
MCP server for browser use access
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
31 web scraping, crawling, deep-research & autonomous-extraction tools for Claude, Cursor & any MCP client.
Clean Markdown & structured JSON from any site. Get started with 1,000 free credits — no credit card required.
⭐ Star us on GitHub to follow along — it genuinely helps others discover the project.
agent, a unified multi-format scrape, document processing, stealth browsing, stateful browser sessions, and more, callable directly from your AI assistant.extract_with_llm runs against a local Ollama model out of the box: no LLM API key, no per-token cost, and your data never leaves your machine. Cloud (OpenAI/Anthropic) is opt-in.| CrawlForge MCP | Firecrawl | Raw scraping API | |
|---|---|---|---|
| Native MCP server | ✅ 31 tools | ✅ | ❌ |
| Free tier | ✅ 1,000 credits, one-time, never expire | Limited | Varies |
| Self-hosted / local LLM extraction (Ollama) | ✅ default, $0/token | ❌ | ❌ |
| Autonomous agent (no URLs needed) | ✅ agent | ✅ | ❌ |
| Deep research with source verification | ✅ deep_research | Partial | ❌ |
| Browser automation / actions | ✅ scrape_with_actions | ✅ | Varies |
| Stealth / anti-detection engines | ✅ Chromium + Camoufox | ✅ | Add-on |
| Pre-built site templates | ✅ 10 sites | ❌ | ❌ |
| License | MIT | AGPL-3.0 | Proprietary |
Comparison reflects publicly documented capabilities at time of writing. CrawlForge is MIT-licensed and MCP-first — built to plug straight into AI coding assistants.
npm install -g crawlforge-mcp-server
Every tool requires a CrawlForge API key — new accounts get 1,000 free trial credits to start. The recommended path signs you in through the browser, so the key is never pasted into a terminal (a coding agent can run this for you and relay the URL):
crawlforge login
It prints an approval URL; open it, approve, and the key is stored in ~/.crawlforge/config.json. Then run crawlforge init to register the MCP server with your client. Or use the interactive wizard, which also configures your clients:
npx crawlforge-setup
This will:
Don't have an API key? Get one free at https://www.crawlforge.dev/signup
One-step setup (v4.6.0+):
crawlforge initdetects your API key, installs the agent skill, and idempotently merges the MCP config stanza into Claude Code, Claude Desktop, and Cursor. Usecrawlforge init --all --yesto configure every detected client non-interactively.
🤖 For Claude Desktop
Add to claude_desktop_config.json:
{
"mcpServers": { "crawlforge": { "command": "npx", "args": ["-y", "crawlforge-mcp-server"] } } }
Location:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%/Claude/claude_desktop_config.json~/.config/Claude/claude_desktop_config.jsonRestart Claude Desktop to activate.
🖥️ For Claude Code CLI (Auto-configured)
The setup wizard automatically configures Claude Code by adding to ~/.claude.json:
{
"mcpServers": { "crawlforge": { "type": "stdio", "command": "crawlforge-mcp" } } }
After setup, restart Claude Code to activate.
💻 For Cursor IDE (Auto-configured)
The setup wizard automatically configures Cursor by adding to ~/.cursor/mcp.json:
{
"mcpServers": { "crawlforge": { "type": "stdio", "command": "crawlforge-mcp" } } }
Restart Cursor to activate.
🔁 For n8n (workflow automation)
n8n's built-in MCP Client Tool node connects over Streamable HTTP (works on n8n Cloud and self-hosted). Run the server in HTTP mode:
export CRAWLFORGE_API_KEY=your_api_key
npm run start:http # Streamable HTTP endpoint at http://localhost:10000/mcp
Then point the MCP Client Tool node at http:// :10000/mcp with transport HTTP Streamable and a Bearer credential set to the same API key. On self-hosted n8n you can instead use the community n8n-nodes-mcp node over STDIO (npx -y crawlforge-mcp-server).
Full guide: docs/n8n-integration.md
Which launch command?
npx -y crawlforge-mcp-serverneeds no global install and always runs the published version (recommended for Claude Desktop). For a global install (npm i -g crawlforge-mcp-server), use the dedicatedcrawlforge-mcpbin — it resolves on yourPATH, so it survives Node/nvm version switches. The barecrawlforgecommand still launches the server when an MCP client spawns it over stdio (backward compatibility for configs created before v4.2.5); interactively it's the CLI — runcrawlforge mcpto start the server by hand.
CrawlForge requires a CrawlForge API key — every tool is metered and consumes credits. New accounts get 1,000 free trial credits to start. Get a key at crawlforge.dev/signup.
All Tools (API key required)
| Tool | Credits | What it does | |
|---|---|---|---|
fetch_url | 1 | Fetch content from any URL | |
extract_text | 1 (6 projected with escalate: true, charged 1 when the plain fetch works) | Extract clean text from web pages | |
extract_links | 1 (6 projected with escalate: true, charged 1 when the plain fetch works) | Get all links from a page | |
extract_metadata | 1 | Extract page metadata (title, OG tags, schema.org) | |
scrape_template | 1 | Structured data from well-known sites (Amazon, GitHub, LinkedIn, YouTube, Reddit, Hacker News, npm, and more) without writing selectors | |
list_ollama_models | 1 | List the Ollama models installed locally (helps you pick a model for extract_with_llm) | |
get_batch_results | 1 | Retrieve paginated results for a batch_scrape job by batchId | |
read_result | 1 | Search, slice, read lines or a JSON path from a result a tool returned with truncated: true and a result_handle (kept 1 hour on your own machine) — never fetch the page again | |
scrape | 2 | Unified single-fetch, multi-format extraction. Pass a formats array (markdown/html/rawHtml/text/links/metadata/screenshot/json-schema, plus {type:"highlights",query} and {type:"question",question} for only the matching sentences, table rows and code blocks, verbatim with offsets into the markdown: +1 credit once per call, mode:"model" +3) plus onlyMainContent; one fetch serves every requested format with per-format partial-success warnings. escalate:true retries a blocked plain fetch once in the stealth browser and returns the page instead of the block (+5 as the projected ceiling; the charge drops back to 2 when the plain fetch succeeded and no escalation ran) | |
scrape_structured | 2 | Extract structured data with CSS selectors | |
extract_embedded_state | 2 (7 projected with escalate: true, charged 2 when the plain fetch works) | Read a page's embedded JavaScript state — __NEXT_DATA__, React Server Component payloads (references between rows resolved, plus a data_rows index), Nuxt (Nuxt 3's __NUXT_DATA__ decoded), SvelteKit, Apollo, Redux, ytInitialData, Inertia, Shopify, JSON data-* attributes, — with a path to scope the result, keys_only: true to see its first two levels of keys, or find: " " to get every path where a field of that name lives. escalate: true re-reads a walled page in the stealth browser, runs the same parser and also reads the framework globals off window (window_state). No LLM in the extraction path | |
extract_content | 2 | Enhanced content extraction | |
map_site | 2 | Discover and map website structure (optional search= ranks the discovered URLs) | |
process_document | 2 | Multi-format document processing | |
localization | 2 | Look up a country's locale settings (Accept-Language, timezone, currency) to pass to other tools; returns values, applies none | |
track_changes | 3 | Monitor content changes over time | |
analyze_content | 3 | Comprehensive content analysis | |
extract_structured | 3 | LLM-powered schema-driven extraction (your own LLM key or local Ollama) | |
extract_with_llm | 3 | Natural-language extraction. Defaults to a local Ollama model; pass `provider: "openai" \ | "anthropic"` with the matching key for cloud models (external LLM billed by your provider) |
| browser_session | 3 | A browser page that stays open across calls, keeping its cookies and its login in between. open a session on a URL, snapshot it to list the interactive elements as stable refs (@e1, @e2), act on a ref, read the content, close. Priced per operation: open 3, read 2, snapshot/act/screenshot/close/list 1 each. Reach for it when you must see the page before choosing what to click, when the flow spans several calls, or when a login must hold across later reads; one fixed act
Solo se muestra el principio; lee el resto en el repo