Crawleo/Crawleo-MCP

Overview

Crawleo MCP Server implements the Model Context Protocol to let AI assistants like Claude fetch live web data. It runs as a server that natively integrates with tool-capable AI models, providing direct access to current online information.

Best for

Best for
Developers building AI assistants that need live web data access

Use cases

• Enabling AI assistants to retrieve current web information
• Integrating real-time data into AI workflows
• Building tools that require up-to-date web context

How to use

Install

npx crawleo-mcp

Tools exposed

• web.search
• web.crawl

Tested with

Claude Desktop, Cursor, Windsurf, VS Code, ChatGPT

Example client config

{\n  "mcpServers": {\n    "crawleo": {\n      "command": "npx",\n      "args": ["crawleo-mcp"],\n      "env": {\n        "CRAWLEO_API_KEY": "YOUR_API_KEY_HERE"\n      }\n    }\n  }\n}

Notes

Crawleo MCP Server implements the Model Context Protocol to let AI assistants like Claude fetch live web data. It runs as a server that natively integrates with tool-capable AI models, providing direct access to current online information.

10 stars on GitHub. Last updated 2025-12-31. Licensed MIT.

Use cases

• Enabling AI assistants to retrieve current web information
• Integrating real-time data into AI workflows
• Building tools that require up-to-date web context

Pros

• Native MCP integration simplifies tool use for AI assistants
• Supports real-time web data retrieval
• JavaScript-based, easy to deploy and extend

Cons

• Limited community adoption (10 GitHub stars) indicates early stage
• Relies on external web dependencies for data access
• Documentation and examples may be sparse

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.