Data Science & ML MCP 서버

FHIR API Bridge

Integrates modern AI/LLM tools with Fast Healthcare Interoperability Resources (FHIR) APIs to facilitate the search, retrieval, and analysis of clinical information.

Georgia Tech

Provides large language models with comprehensive access to Georgia Tech's academic, research, and campus data.

Google Analytics

Accesses Google Analytics 4 (GA4) data via an MCP server implementation.

CyberSec

Provides an AI-agent-driven server with a Gradio UI for penetration testing and purple team operations.

F1Analisys

Enables interaction with F1 analysis data through Large Language Model interfaces using the Model Context Protocol.

MxHero Mail2Cloud Advanced

Provides a Model Context Protocol (MCP) server for accessing mxHERO's high-performance Mail2Cloud Advanced multi-account email search service.

Chat

Provides a command-line interface for interacting with large language models, supporting document retrieval and command execution.

Transcribe

Integrates AI-powered transcription capabilities directly into large language model assistants.

CodeSynapse

Exposes rich semantic information from codebases to LLM code agents by integrating the Model Context Protocol (MCP) with the Language Server Protocol (LSP).

N8N Webhook

Transmits structured data from AI assistants to n8n webhooks for storage and indexing.

Remote Papers Research

Integrates with arXiv to search academic papers, extract detailed information, organize resources by topic, and generate AI-ready research prompts.

LitSynth

Facilitates intelligent academic paper discovery and semantic search on ArXiv using state-of-the-art sentence transformers.

Prombank

Manages and serves AI prompts with versioning and seamless integration for development environments like Cursor.

Product Management System

Manages product inventory with advanced features, PostgreSQL backend, Docker containerization, and multi-platform AI integrations.

MyIP

Provides an LLM with the ability to retrieve the server's public IP address.

Cloudrake

Extracts logs and unified data from diverse cloud services for AI-driven analysis.

Flux Cloudflare

Enables AI assistants to generate images using the Flux model via a Cloudflare Worker API.

Model Context Server

Implements the Model Context Protocol (MCP) as a comprehensive Python backend, integrating JSON-RPC 2.0, Azure OpenAI, and Server-Sent Events for streaming responses.

Sample

Provides an AI assistant application integrating FastMCP, MongoDB Atlas, and an LLM endpoint with direct MCP tool calling capabilities.

Aave

Provides a production-ready server for automating Aave V3 DeFi operations on the Base network through the Model Context Protocol.