Data Science & ML MCP Servers

Singapore LTA

Provides real-time access to transportation information from Singapore's Land Transport Authority (LTA) DataMall API.

DeepClaude

Combines DeepSeek and Claude AI models to deliver enhanced and comprehensive AI responses.

Cosmos DB

Enables Large Language Models to directly query and interact with Azure Cosmos DB data.

Jina AI Search

Integrates Jina AI's Search API to provide LLMs with efficient and comprehensive web search capabilities.

Python Executor

Executes Python code and manages Python packages within a sandboxed environment.

Defcon

Enables AI to play the game DEFCON via a Model Context Protocol server.

Etherscan

Provides access to Etherscan blockchain data for LLM applications via the Model Context Protocol.

Universal Robot

Enables AI assistants and LLM applications to securely control Universal Robots functionality for real-time operation and monitoring.

K-Beauty

Provides personalized Korean Beauty information, skin analysis, and product recommendations through real-time web search and curated knowledge.

Ambiance

Provides intelligent code context and analysis for modern IDEs by leveraging semantic analysis, AST parsing, and token-efficient compression for AI assistants.

AI Learning

Establishes secure bridges for AI models to interact with local files, code repositories, and applications on Linux and macOS systems.

GetOutpost

Integrates real-time Indian options market data and comprehensive volatility analytics into Claude Desktop for AI-driven financial insights.

Logic

Enables first-order logic reasoning, theorem proving, model finding, and syntax validation as a self-contained server.

Optic

Provides a universal camera interface and vision tools for AI assistants, enabling them to capture and process images.

Groww

Integrate Groww trading platform functionalities into LLM applications, enabling automated order placement, portfolio management, and real-time market data access.

Universal Agent Context System

Manage and optimize context for AI agents across various platforms and formats.

Clouisle

Transforms disparate data systems into actionable insights and empowers intelligent AI agents to drive business decision-making and automation within an enterprise-grade knowledge base and agent platform.

PrivaScan

Provides privacy-first document intelligence for Claude, performing on-device OCR, PDF extraction, barcode reading, image classification, and face detection using Apple Vision.

Neocortica Scholar

Automates the searching, fetching, reading, and reference exploration of academic papers using an intelligent multi-source approach.

Code Analyze

Provides structural context and call graph analysis for codebases using tree-sitter, optimizing AI agent workflows.