Data Science & ML MCP Servers

Weather

Provides weather alerts and forecasts for US locations via the Model Context Protocol.

Python

Enables large language models to interact with Python environments for code execution, file operations, and development workflows.

AST2LLM for Go

Parses Go source code into an Abstract Syntax Tree (AST) and converts it into a clean, LLM-friendly format to enhance prompt context.

Qdrant

Enables semantic code search by leveraging Qdrant vector database and OpenAI embeddings.

Tigo

Provides comprehensive access to Tigo Energy solar system data and analytics for AI assistants.

Model Orchestrator

Orchestrates multiple machine learning models for text processing via a REST API, with all model versions tracked by Git.

Weather

Accesses and provides real-time weather forecasts and active alerts for United States locations via the National Weather Service API.

ArXiv LaTeX

Processes arXiv LaTeX sources to enable precise interpretation of mathematical expressions by Large Language Models.

Festival Finder

Accesses nationwide performance and festival information via the KOPIS API, providing data through a versatile AI agent with adaptable platform connections.

Google Search Console

Provides comprehensive access to Google Search Console data with enhanced analytics capabilities.

FI

Exposes financial independence calculation functions to AI assistants via the Model Context Protocol.

Jokes Demo

Enables the deployment of a Model Context Protocol (MCP) server designed to deliver category-specific jokes and integrates it with Microsoft Copilot Studio.

Chatbot Gaming Assistant

Enhances the player experience by providing real-time AI-powered support and guidance for video games.

Trading Brain

Empowers AI coding assistants with persistent memory and adaptive intelligence to learn from trade outcomes and refine trading strategies.

Chartroom

Generates publication-ready visualizations from CSV data using AI and Vega-Lite specifications.

SECOP

Accesses Colombia's public procurement data from SECOP I and SECOP II in real-time using the Model Context Protocol.

Azure Synapse

Connects AI clients to Azure Synapse Analytics, offering full CRUD access to SQL, Pipelines, Spark, and Notebooks without paid drivers.

RAG Server

Empower AI applications with robust RAG capabilities, including document indexing, semantic retrieval, reranking, and RAG prompt construction.

Mcp Brasil

Connects AI agents to over 28 public Brazilian government APIs, offering access to economic, legislative, judicial, and other crucial national data.

Datev

Enables AI tools to securely access and analyze DATEV accounting data via natural language queries, running locally for enhanced data privacy.