Data Science & ML MCP Servers

Transport NSW

Facilitates interaction with the Transport NSW API using the Model Context Protocol for accessing real-time transport data.

Box Pydantic AI

Demonstrates the integration of Pydantic AI agents with the Box MCP server for secure content access.

Weather

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

GitHub by CData

Exposes GitHub data to Large Language Models (LLMs) through a Model Context Protocol (MCP) interface.

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.

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.

OpenAI Integration

Integrates a custom Model Context Protocol server, featuring a weather tool, with OpenAI for automated function calling via a Cloudflare Tunnel.

TradingView

Provides advanced cryptocurrency and stock market analysis using real-time TradingView data for traders, analysts, and AI assistants.

Astrophysical App

Provides an OpenAI application and server to answer questions about astrophysical bodies by fetching real-time ephemerides.

Investing

Parse and query investment statements from various institutions using natural language and structured tools.

Long-Term Memory

Provides AI assistants with persistent, self-organizing memory capabilities, enhanced by semantic search, knowledge graphs, and reinforcement learning.

Seoul Essentials

Provides essential public facility data for AI agents assisting foreign tourists in Seoul, South Korea.

CrossFin

Facilitates AI agents' access to Asian crypto markets with a routing engine and x402 payments across multiple exchanges.

Oracle

Provides AI assistants with direct, read-only access to Oracle databases, enabling intelligent data interaction.

Mcp Brasil

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

SentimentAlpha

Provides real-time X/Twitter sentiment, narrative velocity, and contrarian signals for AI agents, leveraging Grok intelligence.

Claude Telegram Supercharged

Enhance Claude's AI capabilities within Telegram through an intelligent plugin for improved chat control, workflow efficiency, and expanded utility.

Self-Healing Infrastructure

Provides automated recovery, GPU orchestration, cost optimization, and auto-remediation for AI infrastructure within a 9-node cluster.