Crawleo MCP Server
MCP serverWeb & browsingOnce added, your AI can reach Crawleo over the internet through a hosted service, so there is nothing to install or run yourself. Results stream back as they arrive, which means your AI can start using them right away.
Use Crawleo MCP Server in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Crawleo MCP Server and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use Crawleo MCP Server
Needs your own account with this service. Keys stay in your vault.
Details
Available today. Use it from your connected AI after setup.
After adding it, find the hosted address and setup details in the repository at github.com/crawleo/crawleo-mcp, then try a request that uses Crawleo.
What your AI can do with it
- Connect to Crawleo without installing anything locally
- Reach Crawleo over the internet from wherever your AI runs
- Get results as they stream in instead of waiting for one full response
Install Crawleo MCP Server
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user crawleo-mcp-server 'https://api.crawleo.dev/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://api.crawleo.dev/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=crawleo-mcp-server&config=eyJ1cmwiOiJodHRwczovL2FwaS5jcmF3bGVvLmRldi9tY3AifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://api.crawleo.dev/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add crawleo-mcp-server --url 'https://api.crawleo.dev/mcp'Run it once, then sign in with codex mcp login crawleo-mcp-server if the server asks for an account.
From the project's README
As published by crawleo/crawleo-mcp in README.md.
Real-time web search and crawling capabilities for AI assistants through Model Context Protocol (MCP).
Overview
Crawleo MCP enables AI assistants to access live web data through two powerful tools:
- web.search - Real-time web search with multiple output formats
- web.crawl - Deep content extraction from any URL
Features
✅ Real-time web search from any country/language
✅ Multiple output formats - Enhanced HTML, Raw HTML, Markdown, Plain Text
✅ Device-specific results - Desktop, mobile, or tablet view
✅ Deep content extraction with JavaScript rendering
✅ Zero data retention - Complete privacy
✅ Auto-crawling option for search results
Installation
Option 1: NPM (Recommended for local usage)
Install globally via npm:
npm install -g crawleo-mcp
Or use npx without installing:
npx crawleo-mcp
Option 2: Clone Repository
git clone https://github.com/Crawleo/Crawleo-MCP.git
cd Crawleo-MCP
npm install
npm run build
Option 3: Docker
Build and run using Docker:
# Build the image
docker build -t crawleo-mcp .
# Run with your API key
docker run -e CRAWLEO_API_KEY=your_api_key crawleo-mcp
Docker configuration for MCP clients:
{
"mcpServers": {
"crawleo": {
"command": "docker",
"args": ["run", "-i", "--rm", "-e", "CRAWLEO_API_KEY=YOUR_API_KEY_HERE", "crawleo-mcp"]
}
}
}
Option 4: Remote Server (No installation needed)
Use the hosted version at https://api.crawleo.dev/mcp - see configuration examples below.
Getting Your API Key
- Visit crawleo.dev
- Sign up for a free account
- Navigate to your dashboard
- Copy your API key (starts with
sk_)
Setup Instructions
Using Local MCP Server (npm package)
After installing via npm, configure your MCP client to use the local server:
Claude Desktop / Cursor / Windsurf (Local):
{
"mcpServers": {
"crawleo": {
"command": "npx",
"args": ["crawleo-mcp"],
"env": {
"CRAWLEO_API_KEY": "YOUR_API_KEY_HERE"
}
}
}
}
Or if installed globally:
{
"mcpServers": {
"crawleo": {
"command": "crawleo-mcp",
"env": {
"CRAWLEO_API_KEY": "YOUR_API_KEY_HERE"
}
}
}
}
From cloned repository:
{
"mcpServers": {
"crawleo": {
"command": "node",
"args": ["/path/to/Crawleo-MCP/dist/index.js"],
"env": {
"CRAWLEO_API_KEY": "YOUR_API_KEY_HERE"
}
}
}
}
Using Remote Server (Hosted)
1. Claude Desktop
Location of config file:
- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json - Linux:
~/.config/Claude/claude_desktop_config.json
Configuration:
{
"mcpServers": {
"crawleo": {
"url": "https://api.crawleo.dev/mcp",
"transport": "http",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}
}
Replace YOUR_API_KEY_HERE with your actual API key from crawleo.dev.
Steps:
- Open the config file in a text editor
- Add the Crawleo MCP configuration
- Save the file
- Restart Claude Desktop completely (quit and reopen)
- Start a new conversation and ask Claude to search the web!
Example usage:
"Search for the latest AI news and summarize the top 5 articles"
"Find Python web scraping tutorials and extract code examples"
2. Cursor IDE
Location of config file:
- macOS:
~/.cursor/config.jsonor~/Library/Application Support/Cursor/config.json - Windows:
%APPDATA%\Cursor\config.json - Linux:
~/.config/Cursor/config.json
Configuration:
{
"mcpServers": {
"crawleo": {
"url": "https://api.crawleo.dev/mcp",
"transport": "http",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}
}
Steps:
- Locate and open your Cursor config file
- Add the Crawleo MCP configuration
- Save the file
- Restart Cursor
- The MCP tools will be available in your AI assistant
Example usage in Cursor:
"Search for React best practices and add them to my code comments"
"Find the latest documentation for this API endpoint"
3. Windsurf IDE
Location of config file:
- macOS:
~/Library/Application Support/Windsurf/config.json - Windows:
%APPDATA%\Windsurf\config.json - Linux:
~/.config/Windsurf/config.json
Configuration:
{
"mcpServers": {
"crawleo": {
"url": "https://api.crawleo.dev/mcp",
"transport": "http",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}
}
Steps:
- Open the Windsurf config file
- Add the Crawleo MCP server configuration
- Save and restart Windsurf
- Start using web search in your coding workflow
4. GitHub Copilot
Location of config file:
For GitHub Copilot in VS Code or compatible editors, you need to configure MCP servers.
Configuration:
Create or edit your MCP config file and add:
{
"servers": {
"Crawleo": {
"url": "https://api.crawleo.dev/mcp",
"transport": "http",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}
}
Complete example with multiple servers:
{
"servers": {
"Crawleo": {
"url": "https://api.crawleo.dev/mcp",
"transport": "http",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}
}
Steps:
- Open your GitHub Copilot MCP configuration
- Add the Crawleo server configuration
- Save the file
- Restart VS Code or your IDE
- GitHub Copilot can now use Crawleo for web searches!
Example usage:
Ask Copilot: "Search for the latest Python best practices"
Ask Copilot: "Find documentation for this library"
5. OpenAI Platform (Direct Integration)
OpenAI now supports MCP servers directly! Here's how to use Crawleo with OpenAI's API:
Python Example:
from openai import OpenAI
client = OpenAI()
response = client.responses.create(
model="gpt-4",
input=[
{
"role": "user",
"content": [
{
"type": "input_text",
"text": "search for latest news about openai models"
}
]
}
],
text={
"format": {
"type": "text"
},
"verbosity": "medium"
},
reasoning={
"effort": "medium"
},
tools=[
{
"type": "mcp",
"server_label": "Crawleo",
"server_url": "https://api.crawleo.dev/mcp",
"server_description": "Crawleo MCP Server - Real-Time Web Knowledge for AI",
"authorization": "YOUR_API_KEY_HERE",
"allowed_tools": [
"web.search",
"web.crawl"
],
"require_approval": "always"
}
],
store=True,
include=[
"reasoning.encrypted_content",
"web_search_call.action.sources"
]
)
print(response)
Key Parameters:
server_url- Crawleo MCP endpointauthorization- Your Crawleo API keyallowed_tools- Enableweb.searchand/orweb.crawlrequire_approval- Set to "always", "never", or "conditional"
Node.js Example:
import OpenAI from 'openai';
const client = new OpenAI();
const response = await client.responses.create({
model: 'gpt-4',
input: [
{
role: 'user',
content: [
{
type: 'input_text',
text: 'search for latest AI developments'
}
]
}
],
tools: [
{
type: 'mcp',
server_label: 'Crawleo',
server_url: 'https://api.crawleo.dev/mcp',
server_description: 'Crawleo MCP Server - Real-Time Web Knowledge for AI',
authorization: 'YOUR_API_KEY_HERE',
allowed_tools: ['web.search', 'web.crawl'],
require_approval: 'always'
}
]
});
console.log(response);
Available Tools
web.search
Search the web in real-time with customizable parameters.
Parameters:
query(required) - Search termmax_pages- Number of result pages (default: 1)setLang- Language code (e.g., "en", "ar")cc- Country code (e.g., "US", "EG")device- Device type: "desktop", "mobile", "tablet" (default: "desktop")enhanced_html- Get clean HTML (default: true)raw_html- Get raw HTML (default: false)markdown- Get Markdown format (default: true)page_text- Get plain text (default: false)auto_crawling- Auto-crawl result URLs (default: false)
Example:
Ask your AI: "Search for 'Python web scraping' and return results in Markdown"
web.crawl
Extract content from specific URLs.
Parameters:
urls(required) - List of URLs to crawlrawHtml- Return raw HTML (default: false)markdown- Convert to Markdown (default: false)screenshot- Capture screenshot (optional)country- Geographic location
Example:
Ask your AI: "Crawl https://example.com and extract the main content in Markdown"
Troubleshooting
MCP server not appearing
- Check config file location - Make sure you're editing the correct file
- Verify JSON syntax - Use a JSON validator to check for syntax errors
- Restart the application - Completely quit and reopen (not just reload)
- Check API key - Ensure your API key is valid and active at crawleo.dev
Authentication errors
- Verify your API key is correct (should start with
sk_) - Make sure the key is wrapped in quotes
- Check that "Bearer " prefix is included in the Authorization header (for Claude/Cursor/Windsurf)
- For OpenAI Platform, use the key directly in the
authorizationfield - Confirm your account has available credits at crawleo.dev
No results returned
- Check your internet connection
- Verify the search query is not empty
- Try a simpler search query first
- Check API status at crawleo.dev
Tool names not recognized
Make sure you're using the correct tool names:
- Use
web.search(notsearch_web) - Use
web.crawl(notcrawl_web)
Usage Examples
Research Assistant
"Search for recent developments in quantum computing and summarize the key findings"
Content Analysis
"Search for competitor pricing pages and extract their pricing tiers"
Code Documentation
"Find the official documentation for FastAPI and extract the quickstart guide"
News Monitoring
"Search for today's news about artificial intelligence from US sources"
Market Research
"Search for customer reviews of iPhone 15 and analyze sentiment"
Pricing
Crawleo MCP uses the same affordable pricing as our API:
- 10,000 searches → $20
- 100,000 searches → $100
- 250,000 searches → $200
Check your usage and manage your subscription at crawleo.dev
Privacy & Security
✅ Zero data retention - We never store your search queries or results
✅ Secure authentication - API keys transmitted over HTTPS
✅ No tracking - Your usage patterns remain private
Support
- Documentation: crawleo.dev/docs
- API Status: crawleo.dev/status
- Contact: support@crawleo.dev
Links
- 🌐 Website: crawleo.dev
- 📚 Documentation: crawleo.dev/docs
- 🔑 Get API Key: crawleo.dev
Is this better? Would you like me to add anything else or create additional guides?
Signals
- GitHub stars
- 11
- Forks
- 4
- Last commit
- Dec 2025
Advanced
- Delivery
- Crawleo-MCP MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-crawleo-crawleo-mcp- Source
- github.com/crawleo/crawleo-mcp
- Hosted endpoint
https://api.crawleo.dev/mcp
github.com/crawleo/crawleo-mcp
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