Data Science & ML MCP 서버

Audio Plugin

Transcribes audio files to text using a speech recognition API.

AWorld

Provides a collection of API endpoints and examples for web scraping, deep research workflows, and service health monitoring.

Kuzu

Connects Large Language Models to Kuzu databases, enabling schema inspection and query execution through the Model Context Protocol.

MarineTraffic

Provides access to real-time and historical vessel tracking data from MarineTraffic.

Rig

Demonstrates how to set up a Model Context Protocol (MCP) server and client using Server-Sent Events (SSE) for LLM prompting.

Bio Agents

Enables natural language interaction with biological databases such as Protein Data Bank and ChEMBL.

Pantheon

Delivers AI agent instructions on demand from a vast collection of specialized agents.

AkShare

Exposes all AKShare data interfaces as a MCP Server.

Persistproc

Enables large language models to manage and inspect long-running development processes.

Webscraper

Transcribes webpages, YouTube videos, and PDFs for use with Large Language Models.

Codebase RAG

Enables semantic codebase search and file retrieval through embeddings and a PostgreSQL database.

Perplexity

Integrates Perplexity AI's language models with Claude using the Model Context Protocol.

Qualitative Researcher

Manages qualitative research context across sessions using a knowledge graph.

Korea Tourism API

Provides access to the Korea Tourism Organization API for integrating South Korean tourism data into AI assistants.

Document Processor

Extends AI assistants' knowledge by processing private documents and codebases into a searchable database.

Axiomatic AI

Provides AI assistants with programmatic access to a powerful platform for scientific computing, document processing, and photonic circuit design.

Pplx

Query and chat with the Perplexity AI API directly from your command line, or expose its functionality via an MCP server.

Polymarket

Provides real-time market data, prices, and AI-powered analysis for Polymarket prediction markets, integrated with Claude Desktop.

Memory Bank

Provides Large Language Models (LLMs) with project-specific, persistent memory capabilities to enhance understanding and response quality.

Sunra Clients

Integrate Sunra.ai's AI model deployment and running capabilities into applications across multiple programming languages.