CrawlForge MCP is a production-ready MCP server with 18 web scraping tools for AI agents. It gives Claude, Cursor, and any MCP-compatible client the
CrawlForge MCP is a production-ready MCP server with 18 web scraping tools for AI agents. It gives Claude, Cursor, and any MCP-compatible client the ability to
27 web scraping, crawling, deep-research & autonomous-extraction tools for Claude, Cursor & any MCP client.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| fetch_url | 1 |
| extract_text | 1 |
| extract_links | 1 |
| extract_metadata | 1 |
| scrape_template | 1 |
| list_ollama_models | 1 |
| get_batch_results | 1 |
| scrape | 2 |
| scrape_structured | 2 |
| extract_content | 2 |
| map_site | 2 |
| process_document | 2 |
| localization | 2 |
{
"mcpServers": {
"crawlforge-mcp-git": {
"command": "npx",
"args": ["-y", "crawlforge-setup"],
"env": {
"CRAWLFORGE_API_KEY": "your-value",
"CRAWLFORGE_API_URL": "your-value",
"OLLAMA_BASE_URL": "your-value",
"OLLAMA_DEFAULT_MODEL": "your-value",
"OPENAI_API_KEY": "your-value",
"ANTHROPIC_API_KEY": "your-value",
"CRAWLFORGE_TOOLS": "your-value",
"CRAWLFORGE_TOOL_GROUPS": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| CRAWLFORGE_API_KEY | Credential the server authenticates with. | Yes |
| CRAWLFORGE_API_URL | Endpoint or connection string the server talks to. | Yes |
| OLLAMA_BASE_URL | Endpoint or connection string the server talks to. | Yes |
| OLLAMA_DEFAULT_MODEL | Configuration value read at startup. | Optional |
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| ANTHROPIC_API_KEY | Credential the server authenticates with. | Yes |
| CRAWLFORGE_TOOLS | Configuration value read at startup. | Optional |
| CRAWLFORGE_TOOL_GROUPS | Configuration value read at startup. | Optional |
Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.
The original Chromium automation reference server — simple, screenshot-driven browser control.
Puppeteer-powered browser control that drives pages from the accessibility tree instead of pixels.
Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript
Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.