CrawlForge MCP
CrawlForge MCP gives AI agent developers and web-data teams 31 tools to search, scrape, crawl, and extract website content as markdown or structured data for downstream workflows.
One of 143 tools in Research
Who it's for
- AI agent developers using MCP-compatible clients such as Claude, Cursor, or LangChain who need web data in agent workflows.
- E-commerce teams monitoring competitor prices or product availability across websites.
- SEO and competitive-intelligence teams auditing sites or tracking competitor content, rankings, and changes.
How it fits your workflow
Install the MCP server in an AI client, configure a CrawlForge API key, and select the tools needed for the workflow.
Call tools from the agent or code to fetch, render, search, crawl, or extract web pages. Results can be returned as clean markdown or structured JSON.
For larger jobs, use batch scraping, deep crawling, change tracking, or research tools; credit costs vary by operation.
Pricing
Free: The free plan includes 1,000 one-time credits, access to all 31 tools, API access, and community support. No credit card is required.
Free
$0/month
- · 1,000 one-time credits
- · Access to all 31 tools
- · API access
- · Community support
Hobby
$16/month; billed at $190/year on the yearly plan
- · 5,000 credits/month; 60,000 credits/year on the yearly plan
- · Unused credits roll over
- · Webhook notifications
- · Email support
Professional
$83/month; billed at $990/year on the yearly plan
- · 100,000 credits/month; 1,200,000 credits/year on the yearly plan
- · Advanced usage analytics
- · Custom rate limits
- · Priority email support
Business
$333/month; billed at $3,990/year on the yearly plan
- · 500,000 credits/month; 6,000,000 credits/year on the yearly plan
- · 10 requests per second
- · Advanced usage analytics
- · Priority email and chat support
Prices checked on Oct 19, 2026 from the vendor's site. They can change; confirm before you buy.
Key features
- 31 MCP tools
- A collection of tools for fetching URLs, extracting page text and metadata, mapping sites, searching the web, crawling pages, and working with browser sessions.
- Content extraction
- Extract clean text or markdown, structured data matching a custom schema, embedded JavaScript state, links, metadata, and content from supported documents.
- AI-powered extraction and research
- Tools include LLM-powered schema extraction, local Ollama-based extraction, autonomous research from a natural-language prompt, and multi-source research with conflict detection.
- Search and ranking tools
- Search Google for structured search results, search Reddit posts and threads, and check a domain's organic ranking for a keyword.
- Batch processing and change tracking
- Process hundreds of URLs in parallel, retrieve paginated batch results, and track page changes with baselines, schedules, and alerts.
- Browser interactions
- Maintain a browser page across calls and scrape pages that require clicks, scrolling, or form fills. A stealth mode is also listed for rendering behind anti-bot walls.
Works with
- Claude
- Cursor
- Zed
- VS Code
- Windsurf
- Cline
- Gemini CLI
- LangChain
- LlamaIndex
- n8n
- OpenAI
- Vercel AI SDK
Limitations to know
- The Free plan's 1,000 credits are one-time rather than recurring.
- Tool usage consumes credits; the page lists costs ranging from 1 credit for simple fetch or extraction to 10 credits for deep research.
- The page lists plan-specific monthly credit allocations, and paid-plan credit rollover applies only while the subscription is active.
Getting started
npx -y crawlforge-mcp-serverAn MCP-compatible AI client and a CrawlForge API key.
- Add the server command to the AI client's MCP configuration.
- Set the CRAWLFORGE_API_KEY environment variable and choose which tools to enable.
- Call a CrawlForge tool from the AI agent, for example scrape with a URL.