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Crawlforge MCP Server

作者:mysleekdesigns版本 6.25.0i★ –i在你的电脑上运行
注册名称io.github.mysleekdesigns/crawlforge-mcp-server

安装

概览

作者提供的说明(英文原文)

Web scraping, crawling, deep research & autonomous extraction — 31 MCP tools, clean Markdown/JSON

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 网页与浏览器
  • 你需要填写:CRAWLFORGE_API_KEY, DATAFORSEO_LOGIN, DATAFORSEO_PASSWORD

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 需要你自己填写: CRAWLFORGE_API_KEY, DATAFORSEO_LOGIN, DATAFORSEO_PASSWORD

标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。

你需要

  • npm已安装 Node.js(用于 npx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 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"
      }
    }
  }
}

在终端中运行这条命令

claude mcp add crawlforge --env CRAWLFORGE_API_KEY=your-value --env DATAFORSEO_LOGIN=your-value --env DATAFORSEO_PASSWORD=your-value -- npx -y crawlforge-mcp-server

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.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"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "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"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

需要你填写的值

  • CRAWLFORGE_API_KEY 机密 必填 env
    CrawlForge API key for authentication and usage/credit tracking. Get a free key at https://www.crawlforge.dev
  • DATAFORSEO_LOGIN 机密 env
    DataForSEO account login. Optional — only needed to enable the serp_rank tool (real Google organic rank lookups); billed separately to the caller's own DataForSEO account.
  • DATAFORSEO_PASSWORD 机密 env
    DataForSEO account password. Optional — only needed to enable the serp_rank tool.

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 mysleekdesigns 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“网页与浏览器”中的其他服务器比较i

  • 星标数多于此分类中其他 881 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 881 个服务器的 80% 更新
  • 基础检查结果等于或优于此分类中其他 881 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Crawlforge MCP Server 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

你需要填写:CRAWLFORGE_API_KEY, DATAFORSEO_LOGIN, DATAFORSEO_PASSWORD

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(6.25.0)于9天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。

有什么可以替代它?

同一分类中有:Browser Use, Chrome DevTools MCP, MCP Server Browser

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Browser Use

作者:browser-use

Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.

电脑或云端★ 120,087MIT17天前更新
安装

Chrome DevTools MCP

作者:ChromeDevTools

MCP server for Chrome DevTools

在你的电脑上运行★ 54,821Apache-2.016天前更新
安装

MCP Server Browser

作者:bytedance

MCP server for browser use access

在你的电脑上运行★ 39,550Apache-2.014个月前更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

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.

Table of Contents

  • Why CrawlForge?
  • CrawlForge vs. alternatives
  • Quick Start (2 Minutes)
  • Available Tools
  • Pricing
  • Advanced Configuration
  • Usage Examples
  • Security & Privacy
  • Support
  • Contributing

🎯 Why CrawlForge?

  • 31 MCP-native tools — scraping, crawling, search, real Google SERP rank tracking, deep research, an autonomous agent, a unified multi-format scrape, document processing, stealth browsing, stateful browser sessions, and more, callable directly from your AI assistant.
  • Generous free tier — 1,000 credits to start instantly, no credit card. The grant is one-time rather than monthly, and the credits never expire.
  • Local-LLM by default — 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.
  • LLM-ready output — clean Markdown, structured JSON (schema-driven), screenshots, links, and metadata from a single fetch.
  • Autonomous `agent` — describe what you need in natural language; it plans, gathers, and shapes an answer under orchestrator-enforced hard stops (max steps/URLs/wall-clock) — no URLs required.
  • Security-hardened — SSRF protection on every request, a fail-closed backend allow-list, a vetted action allowlist for browser automation, and per-tool credit gating.
  • Works everywhere MCP does — Claude Desktop, Claude Code, Cursor, and any other MCP-enabled client, configured in one command.

📊 CrawlForge vs. alternatives

CrawlForge MCPFirecrawlRaw scraping API
Native MCP server✅ 31 tools✅❌
Free tier✅ 1,000 credits, one-time, never expireLimitedVaries
Self-hosted / local LLM extraction (Ollama)✅ default, $0/token❌❌
Autonomous agent (no URLs needed)✅ agent✅❌
Deep research with source verification✅ deep_researchPartial❌
Browser automation / actions✅ scrape_with_actions✅Varies
Stealth / anti-detection engines✅ Chromium + Camoufox✅Add-on
Pre-built site templates✅ 10 sites❌❌
LicenseMITAGPL-3.0Proprietary

Comparison reflects publicly documented capabilities at time of writing. CrawlForge is MIT-licensed and MCP-first — built to plug straight into AI coding assistants.

🚀 Quick Start (2 Minutes)

1. Install from NPM
npm install -g crawlforge-mcp-server
2. Setup Your API Key (required)

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:

  • Guide you through getting your free API key
  • Configure your credentials securely
  • Auto-configure Claude Code and Cursor (if installed)
  • Verify your setup is working

Don't have an API key? Get one free at https://www.crawlforge.dev/signup

One-step setup (v4.6.0+): crawlforge init detects your API key, installs the agent skill, and idempotently merges the MCP config stanza into Claude Code, Claude Desktop, and Cursor. Use crawlforge init --all --yes to configure every detected client non-interactively.

3. Configure Your IDE (if not auto-configured)

🤖 For Claude Desktop

Add to claude_desktop_config.json:

{

"mcpServers": { "crawlforge": { "command": "npx", "args": ["-y", "crawlforge-mcp-server"] } } }

Location:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%/Claude/claude_desktop_config.json
  • Linux: ~/.config/Claude/claude_desktop_config.json

Restart 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-server needs 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 dedicated crawlforge-mcp bin — it resolves on your PATH, so it survives Node/nvm version switches. The bare crawlforge command 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 — run crawlforge mcp to start the server by hand.

📊 Available Tools

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)

ToolCreditsWhat it does
fetch_url1Fetch content from any URL
extract_text1 (6 projected with escalate: true, charged 1 when the plain fetch works)Extract clean text from web pages
extract_links1 (6 projected with escalate: true, charged 1 when the plain fetch works)Get all links from a page
extract_metadata1Extract page metadata (title, OG tags, schema.org)
scrape_template1Structured data from well-known sites (Amazon, GitHub, LinkedIn, YouTube, Reddit, Hacker News, npm, and more) without writing selectors
list_ollama_models1List the Ollama models installed locally (helps you pick a model for extract_with_llm)
get_batch_results1Retrieve paginated results for a batch_scrape job by batchId
read_result1Search, 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
scrape2Unified 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_structured2Extract structured data with CSS selectors
extract_embedded_state2 (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_content2Enhanced content extraction
map_site2Discover and map website structure (optional search= ranks the discovered URLs)
process_document2Multi-format document processing
localization2Look up a country's locale settings (Accept-Language, timezone, currency) to pass to other tools; returns values, applies none
track_changes3Monitor content changes over time
analyze_content3Comprehensive content analysis
extract_structured3LLM-powered schema-driven extraction (your own LLM key or local Ollama)
extract_with_llm3Natural-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

只显示了开头部分;其余内容请在仓库中阅读

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