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Crawlforge MCP server

by mysleekdesigns·io.github.mysleekdesigns/crawlforge-mcp-server·v6.25.0·2 stars
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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

not scanned yet

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

No tool declarations could be read from the package source. They show once the server is installed.

Not scanned yet. New listings are scanned within a day or two of arriving.

How Crawlforge compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
60/100
higher than 15% of 48,243 servers
GitHub stars
2
more than 75% of 28,706 servers
Downloads a week
1,241
more than 95% of 12,306 servers with a package

Release history: 13 versions in the registry since 2026-09-13, latest 2026-10-29, typically one every 3 days.

Install Crawlforge in Claude Code, Cursor or VS Code

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

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

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, Cursor, VS Code or Claude Desktop 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 25 days ago (2026-10-11). The latest release is v6.25.0.
How does Crawlforge compare with other MCP servers?
safety score 60/100 (higher than 15% of 48,243 servers); github stars 2 (more than 75% of 28,706 servers); downloads a week 1,241 (more than 95% of 12,306 servers with a package). Full comparison.