Data Science & ML MCPサーバー

Source Relation

Analyzes source code dependencies within a specified directory to identify file relationships.

Yr Weather

Provides Yr weather data as context for Large Language Model (LLM) tools.

SAS Data Sets by CData

Enables Claude Desktop to query live SAS Data Sets data through a read-only MCP server using CData JDBC Drivers.

Georgia Tech

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

Devnagri AI Translate

Provides translation, language detection, and supported language listing via Devnagri AI APIs, with a focus on Indic languages.

VecMed

Establishes and manages a Milvus vector database, including data ingestion, search functionalities, and integration into AI workflows.

XLSX Reader

Facilitates advanced reading and analysis of Excel documents via a powerful Model Context Protocol server.

Claude ARM64 Browser

Enables ARM64 browser automation for AI-driven SaaS testing on budget hardware, overcoming limitations of traditional tools like Playwright and Puppeteer.

LlamaIndex SQLite Bridge

Integrates Model Context Protocol (MCP) servers with SQLite databases, enabling natural language interactions via LlamaIndex and Ollama-powered clients.

FindWeather

Fetches live weather details by city or coordinates using the WeatherAPI.com service, integrating with agentic AI solutions.

Firebase Realtime Database

Connects AI assistants directly to Firebase Realtime Database services.

Tibber

Connects AI agents to Tibber energy consumption data and pricing information via the Model Context Protocol.

RESTful API

Connects Large Language Models to external REST APIs via the Model Context Protocol, facilitating interaction with JSON Server and general RESTful services.

Grafana

Provides AI-powered integration with Grafana instances, exposing comprehensive functionality through standardized Model Context Protocol (MCP) tools.

Minimal Article Agent

Generates technical Markdown drafts through an Embabel agent, leveraging various tool groups for research and content creation.

Tilde

Enables AI agents to discover and pay for x402-enabled services using natural language.

Blender Yong

Automate 3D scene creation, manipulation, and export within Blender programmatically.

Smogon VGC

Integrates comprehensive VGC competitive Pokémon data, damage calculations, and teambuilding functionalities into LLMs.

Iceberg

Enables users to read, query, and manipulate data within Apache Iceberg catalogs.

Studio Hub

Provides a comprehensive suite of creative AI tools for image generation, upscaling, metadata enrichment, provenance tracking, and NFT minting, accessible on a pay-per-call basis.