Data Science & ML MCP Servers

APS Node.js

Enables Model Context Protocol clients to securely access Autodesk Platform Services API, utilizing Secure Service Accounts for fine-grained control.

Article

Provides a professional academic literature search server, integrating seamlessly with AI assistants to enhance research workflows.

Fish Audio

Integrates Fish Audio's Text-to-Speech API with large language models, enabling natural language-driven speech synthesis through the Model Context Protocol.

AIFoundry Fabric GraphQL

Demonstrates integration of Azure OpenAI-based AI agents with Microsoft Fabric data warehouses through GraphQL using the Model Context Protocol (MCP).

Graphistry

Enables LLMs to visualize and analyze complex network data through GPU-accelerated graph visualization and analytics.

Server Starter

Establishes a robust foundation for building Model Context Protocol (MCP) servers, primarily for UI libraries and component registries.

Rosetta

Enables seamless integration with Rosetta and PyRosetta, facilitating the execution of RosettaScripts, XML validation, and direct access to molecular modeling tools within an MCP client.

Root Signals

Exposes Root Signals evaluators as tools for AI assistants and agents, allowing for automated response evaluation against quality criteria.

Sensor Tower

Provides a Model Context Protocol server for seamless integration with Sensor Tower APIs.

NuGet Package Oracle

Provides accurate interface and enum definitions directly from NuGet packages to reduce LLM hallucinations about real package APIs.

YFinance Trader

Retrieves stock market data and provides trading capabilities using the yfinance library.

Mode Manager

Provides persistent memory and instruction management for VS Code's GitHub Copilot, ensuring it remembers user preferences and context across conversations.

Freedanfan

Standardizes context interaction between AI models and development environments using FastAPI and the Model Context Protocol (MCP).

Anthropic Code Analyzer

Analyzes open-source projects and assists with codebase integration using Claude's AI capabilities.

Pacman

Enables LLMs to search and retrieve information from various package repositories.

Xrpl

Enables AI models to interact with and retrieve data from the XRP Ledger.

Google Earth Engine

Enables natural language querying of Google Earth Engine datasets, task execution, and visualization within chat interfaces.

Druid

Provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Apache Druid clusters through the Model Context Protocol.

UniProt

Accesses protein function and sequence information directly from UniProt.

Medical APIs

Integrates over a dozen biological and medical databases, providing a unified API endpoint for comprehensive biomedical research.