Data Science & ML MCP 서버

InsightFlow

Analyze real-time data and generate AI-powered insights using natural language queries.

Allyson

Generates AI-powered animations by transforming static design files into dynamic SVG components.

Weaviate

Connects Claude Desktop to a Weaviate vector database for enhanced functionality.

Numpy

Provides numerical computations and operations via a Model Context Protocol (MCP) interface using NumPy.

Server Readability Parser

Extracts and transforms webpage content into clean, LLM-optimized Markdown using the Model Context Protocol.

Stock

Provides stock data services using Spring Boot and Spring AI.

Universal Image Generator

Generates high-quality images and performs transformations using multiple AI providers such as Google (Imagen & Gemini), ZHIPU AI CogView-4, or Alibaba Bailian, accessible via MCP-compatible applications.

Langtools

Orchestrates best-in-class language tools for multi-language code analysis and static checks across AI agents, LLMs, and automation workflows.

Zerodha Trade

Enables AI models to interact with the Zerodha trading platform.

Pro

Explore a curated directory of Model Context Protocol (MCP) servers for developers and AI enthusiasts.

Portfolio Manager

Values personal investment portfolios across various asset classes, automates market data fetching, and generates trading insights using large language models.

Knowledge Graph Builder

Transforms text and web content into structured knowledge graphs using local AI models, with persistent storage and real-time visualization.

Wireshark

Enables AI assistants to directly access Wireshark's network analysis capabilities, empowering automated troubleshooting, packet analysis, and network monitoring.

OpenRouter

Provides an MCP server for integrating OpenRouter's AI models.

Coresignal

Enables AI applications to access real-time B2B data about companies, employees, and job postings.

MuseScore

Provides programmatic control over MuseScore, enabling external applications and AI assistants to manipulate musical scores.

Pride Archive Search

Enables AI models to programmatically search the PRIDE Archive for proteomics datasets using structured function calling.

ReAct Agent

Implements a ReAct agent using LangGraph and the Model Context Protocol (MCP) to provide tools and capabilities through a unified gateway.

Pokemon

Provides standardized access to comprehensive Pokemon data through an MCP server.

Fact-Check

Validates code and content against official Model Context Protocol specifications, ensuring technical accuracy and preventing misinformation.