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Crawlforge MCP server

by mysleekdesigns·io.github.mysleekdesigns/crawlforge-mcp-server·v6.6.2
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Web scraping, crawling, deep research & autonomous extraction — 31 MCP tools, clean Markdown/JSON

C60/100grade C
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Safety scan
C60/100

full report

Adoption
Growing

2 stars1.2k downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Crawlforge tools (5)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • analyze_content

    Perform comprehensive content analysis including language detection, topic extraction, entity recognition, sentiment analysis, keyword extraction, and readability assessment.

  • extract_content

    Extract and analyze main content from web pages with enhanced readability detection, structured data extraction, and content quality assessment.

  • extract_structured

    Extract structured data from a webpage using LLM-powered analysis and a JSON Schema. Falls back to CSS selector extraction when no LLM provider is configured.

  • process_document

    Process documents from multiple sources and formats including PDFs, web pages, and local files with comprehensive content extraction and analysis.

  • summarize_content

    Generate intelligent summaries of text content with configurable length, type, and additional analysis including key points and keywords.

Public scan report

scanner v0.1.8 · 2026-09-19 · same rubric, same numbers if you re-run it

3 medium
  • Code scan188 source files scanned10/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 3 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (3)

  • mediumnpm install lifecycle script presentinstall.script
  • mediumnpm install lifecycle script presentinstall.script
    package.json: …ep": "node scripts/tool-sweep.mjs", "postinstall": "echo '\nCrawlForge MCP Server installe…
  • mediumeval / new Function usedexec.eval
    src/core/ActionExecutor.js: …it Promise.race([ page.evaluate(new Function('...args', script), ...args), ti…
Overall 60/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the Crawlforge repository's README, as published. We do not edit it. Read it on GitHub

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 — extractwithllm 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

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Grade history

  • 2026-09-19restoreD → Cscore 60: npm install lifecycle script present; npm install lifecycle script present; eval / new Function used

Install directly

Runs npx -y crawlforge-mcp-server on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add crawlforge-mcp-server -- npx -y crawlforge-mcp-server
Add to Cursor

Crawlforge: common questions

Is Crawlforge MCP server safe?
With care: it is graded C, so read the findings first (60/100). Read the Crawlforge safety report
How do I install Crawlforge?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Crawlforge need an API key?
Yes. The registry entry asks for CRAWLFORGE_API_KEY, DATAFORSEO_LOGIN, DATAFORSEO_PASSWORD.
Is Crawlforge maintained?
The last commit was 4 days ago (2026-09-17). The latest release is v6.6.2.

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