MCP Server API Reference

The Scrapling MCP Server provides nine powerful tools for web scraping through the Model Context Protocol (MCP). This server integrates Scrapling's capabilities directly into AI chatbots and agents, allowing conversational web scraping with advanced anti-bot bypass features.

You can start the MCP server by running:

bash

scrapling mcp

Or import the server class directly:

python

from scrapling.core.ai import ScraplingMCPServer

server = ScraplingMCPServer()
server.serve(http=False, host="0.0.0.0", port=8000)

Response Model

The standardized response structure that's returned by all MCP server tools:

::: scrapling.core.ai.ResponseModel

handler: python
:docstring:

Session Models

Model classes for session management:

::: scrapling.core.ai.SessionInfo

handler: python
:docstring:

::: scrapling.core.ai.SessionCreatedModel

handler: python
:docstring:

::: scrapling.core.ai.SessionClosedModel

handler: python
:docstring:

MCP Server Class

The main MCP server class that provides all web scraping tools:

::: scrapling.core.ai.ScraplingMCPServer

handler: python
:docstring: