Data Science & ML MCPサーバー

Strands Q Index Perplexity

Enhances AI agent capabilities by integrating Amazon Q Business and Perplexity for efficient JIRA case management.

Sokosumi

Connects AI agents to the Sokosumi platform, enabling natural language interaction for managing AI agents, creating jobs, and monitoring their execution.

Raphtory Schema Explorer

Exposes GraphQL schema information for Raphtory graphs, enabling LLMs to understand graph structure.

Parquet by CData

Exposes Parquet data as a Model Context Protocol (MCP) server, enabling LLMs to query it using natural language.

AnyDbApp

Enables AI-powered database operations, file management, and web content scraping via natural language, featuring dynamic schema evolution, semantic search, and Retrieval Augmented Generation (RAG) capabilities with Ollama integration.

Weather

Integrates the National Weather Service API to provide real-time weather forecasts and alerts to AI clients.

AI Infrastructure Agent

Streamline AWS infrastructure management by interacting with cloud resources using natural language commands.

QualAI

Empower qualitative researchers with AI-driven analysis tools and a community-contributed methodology library.

Izzan Zahrial

Facilitates the creation of Model Context Protocol (MCP) servers and clients using Python.

AI Tooling Kit

Demonstrates an end-to-end workflow for an LLM chat client to interact with a FastAPI server exposing database tools via Server-Sent Events.

Cloudflare Playwright

Empowers AI assistants to control a browser and perform web automation tasks like navigation, typing, clicking, and taking screenshots.

RAG Application

Combines a Retrieval-Augmented Generation (RAG) system with the Model Context Protocol (MCP) to create a powerful, modular AI application.

Trendwatch

Provides a FastMCP server to automate the collection and analysis of trending YouTube Shorts, enabling integration with AI platforms.

Translator

Translates text and GitHub issue comments between languages using OpenAI models, configurable for various language pairs.

Us City Weather

Provides weather forecasts for US cities using the National Weather Service API.

Weather

Provides weather information via the National Weather Service (NWS) API using the Model Context Protocol.

Aspire Weather

Provides mocked weather forecasting tools for AI assistants and applications via a Model Context Protocol server built with .NET Aspire.

LangChain

Provides real-time access to LangChain documentation, API references, and code examples through dual server modes.

Dlis

Analyzes Digital Log Interchange Standard (DLIS) files to extract channel data and metadata for LLM applications.

Empe EVDI Issuer

Enables AI agents to issue and manage verifiable credentials within a Self-Sovereign Identity (SSI) ecosystem.