Data Science & ML MCP 서버

Mermaid Validator Extended

Validates and renders Mermaid diagrams for use with LLMs, incorporating an essential fix for WSL stdin.

Servers

Provides a unified interface for an AI agent to access financial market data and news articles through external server integrations.

Petstore

Provides a comprehensive Model Context Protocol implementation for the Swagger Petstore API, including both server and client systems for seamless agent integration.

ManualMind

Provides AI-powered natural language search and query capabilities for user manuals and documents.

AI Customer Support Ticket Resolver

Automates customer support by classifying tickets, analyzing content, generating, and sending AI-powered responses to customer email addresses.

Collabdays Netherlands

Deploys a Model Context Protocol (MCP) server for integration with AI models like Microsoft Copilot Studio.

Self-hosted LLM & Supabase Platform

Provides a comprehensive server for the Model Context Protocol, integrating self-hosted LLM models via Ollama with a Supabase database for robust data persistence and retrieval.

Cloud Compute

Enables Large Language Models to query details for AWS EC2, Azure VMs, and GCP Compute Engine instances.

Production Server

Provides a production-ready, extensible template for building Model Context Protocol (MCP) async servers in Python.

AI Research

Track real-time AI/LLM research advancements across multiple academic and development platforms.

ArXiv Search

Provides search functionality for arXiv.org papers using the official arXiv API.

HK Prompt

Delivers custom prompts to guide bot interactions within an MCP client environment.

Zero-Vector

Provides a comprehensive Model Context Protocol (MCP) server for Zero-Vector's hybrid vector-graph persona and memory management system with advanced LangGraph workflow capabilities.

Confluence AI Assistant

Connects Confluence with various AI models lacking native Model Context Protocol support, enabling secure and intelligent access to internal knowledge bases.

Datalake

Enables AI assistants to interact with Delta Lake tables stored in MinIO via Spark, supporting natural language data operations through the Model Context Protocol.

Tracxn

Provides a standardized Model Context Protocol interface for Large Language Models to interact with Tracxn financial data.

Document Translator

Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers to facilitate document translation capabilities.

MySQL Server

Enables AI models to seamlessly interact with MySQL databases by providing a standardized interface for various operations.

Claude Chat

Enables interactive command-line conversations with Anthropic's Claude, supporting document retrieval and custom command execution via the Model Control Protocol.

NBA Player Stats

Provides comprehensive NBA player statistics from basketball-reference.com via a Model Context Protocol server.