Data Science & ML MCP 서버

Source Relation

Analyzes source code dependencies within a specified directory to identify file relationships.

Visual Crossing

Retrieves historical weather data from Visual Crossing's API.

Sentiment Analysis

Analyzes sentiment in textual data within MCP Server environments.

Kusto Graph Assistant

Provides comprehensive guidance and best practices for creating and managing Kusto graph models in Azure Data Explorer.

Playwright

Enables large language models (LLMs) to interact with web pages using Playwright's accessibility tree.

Crypto Price AI Agent

Monitors real-time cryptocurrency prices using a local AI agent and integrates with Claude Desktop via an MCP server for database management.

Origins

Gathers information from various smart home devices and services around a house.

Code Line Counter

Track and analyze the scale of AI-generated code by counting lines of code, comments, and blank lines across various programming languages.

Spice

Provides AI agents with direct access to Dune Analytics data, enabling query execution, schema discovery, and saved query management.

Markitdown

Converts various document types, including PDF, DOCX, PPTX, and images, into clean Markdown suitable for RAG/LLM workflows on the Apify platform.

Zoner

Transforms street addresses into local zoning data for AI agents, integrating with platforms like OpenAI Agent Builder and ChatKit.

Legacy MongoDB

Enables AI models to safely access and analyze data from legacy MongoDB instances (versions 2.6-3.6) using a Model Context Protocol (MCP) interface.

Databricks

Empowers AI assistants with comprehensive access to the Databricks platform via the Model Context Protocol (MCP).

URL to Markdown

Transforms web page URLs and raw HTML into clean, structured Markdown for AI applications.

Super Subagents

Orchestrates parallel AI agent sessions, enabling simultaneous execution of coding, planning, research, and testing tasks with isolated contexts and multi-account rate limit resilience.

OpenAPI

Converts OpenAPI and Swagger specifications into callable tools for AI assistants with no configuration or code.

Zebpay

Provides a production-ready TypeScript Model Context Protocol server for integrating AI assistants with Zebpay's spot and futures trading APIs via stdio transport.

Scout

Connects to your existing browser to provide a persistent, human-like automation environment, preserving sessions and extensions for AI agents.

Memory Anchor

Provides persistent, searchable memory for AI coding assistants like Claude Code and Codex, enabling them to recall past decisions and project context across sessions.

MRC Data

Provides a comprehensive data infrastructure for China's apparel supply chain, featuring over 1,000 verified suppliers, 350 lab-tested fabrics, and 170 industrial clusters.