Data Science & ML MCP Servers

EVM

Enables AI agents to interact with multiple EVM-compatible networks via a unified interface.

Weather

Retrieves weather alerts and forecasts using the National Weather Service API.

Dynamics 365 by CData

Connects Dynamics 365 data to Claude Desktop using CData JDBC drivers through a read-only interface.

YouTube Channel Analyzer

Analyzes YouTube channels to determine their activity level and overall health.

Collabdays Netherlands

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

Alpha Vantage

Provides a gateway to Alpha Vantage's comprehensive financial market data, offering real-time stock quotes, forex rates, cryptocurrency prices, technical indicators, and fundamental company data.

Zerion

Integrate Zerion's cryptocurrency portfolio management, DeFi, NFT, and market data API with AI assistants via the Model Context Protocol.

Robot Control

Enables natural language interaction for controlling robotic arms using large language models and the Model Context Protocol.

Agentic RAG

Empowers AI agents with advanced Retrieval-Augmented Generation, web search capabilities, and structured prompting.

LPDP FAQ Assistant

Answers frequently asked questions about LPDP scholarship disbursement by leveraging Retrieval Augmented Generation.

Vertex Search Snippets

Integrates Vertex AI Search into an MCP server to retrieve configurable document snippets and extractive segments for discovery.

OpenWeather One Call 3

Integrates OpenWeather One Call API 3.0 to deliver current, forecast, and historical weather data for any location.

End-to-End Tooling System with Vertex AI Gemini

Orchestrates an end-to-end Model Context Protocol tooling system, featuring a FastMCP server and STDIO-based client with JSON-RPC, enabling multi-step tool chaining powered by Vertex AI Gemini.

RLM Knowledge Base

Empower LLM agents with direct, intelligent access to enterprise documents through a local, recursive language model knowledge base.

Deadends.dev

Provides structured failure knowledge, including dead ends, workarounds, and error transition graphs, for AI agents to improve debugging and problem-solving.

Denue

Enables AI agents to search and count economic units in Mexico using INEGI's DENUE API.

Neo Cortex

Provides long-term, persistent memory to AI agents, enabling them to recall past conversations and knowledge across sessions.

Open Repo

Indexes local code repositories, parses their structure, and serves the codebase context to AI agents via the Model Context Protocol.

StoryChain

Integrates StoryChain's collaborative storytelling platform with AI agents, providing access to its full API as Model Context Protocol tools.

Unified Audio Server

Provides a unified web server for speech-to-text transcription and text-to-speech synthesis, including speaker diarization.