Data Science & ML MCP Servers

V2.ai Insights

Scrapes and indexes blog content from V2.ai Insights and Contentful, offering full-text search and AI-powered summarization.

Shopify

Connects to a Shopify store and retrieves product and customer information.

Hugging Face Course

Provides code examples for the Hugging Face Machine Coder Program course, demonstrating tool integration and sentiment analysis.

RAG

Delivers a highly engineered retrieval-augmented generation system supporting diverse knowledge base search modalities.

AlphaVantage

Integrates AlphaVantage's financial data API as an MCP service, facilitating easier integration with other applications.

Elasticsearch

Enables interaction with Elasticsearch clusters, allowing for searching documents, analyzing indices, and managing the cluster via a set of tools.

Twilio

Exposes Twilio's comprehensive suite of APIs to AI assistants and other tools via the Model Context Protocol.

ElevenLabs

Enables interaction with ElevenLabs' powerful Text to Speech and audio processing APIs through the Model Context Protocol.

Databricks

Provides seamless integration with Databricks Unity Catalog for AI assistants.

Trader

Provides advanced technical, fundamental, and sentiment analysis for financial markets and cryptocurrencies.

Northwind FastAPI Example

Enables Large Language Models to connect and interact with REST APIs by exposing data through a Model Context Protocol endpoint.

Real-time Web Search RAG

Enhances conversational agents by combining static document knowledge with dynamic real-time web search capabilities.

Vertica

Provides local natural language processing and a REST API for Vertica database interactions.

Empe EVDI Issuer

Enables AI agents to issue and manage verifiable credentials within a Self-Sovereign Identity (SSI) ecosystem.

Flux

Enables language models to generate images using SiliconFlow FLUX models via a Python-based MCP server.

Greek Lexicon

Enhances Large Language Models with a real-time, graph-based lexical tool for high-precision morphosyntactic and functional grammar analysis of Ancient Greek texts.

HelloPython AI ML

Provides PyTorch AI/ML examples for Modal Context Protocol (MCP), Agent-to-Agent (A2A), RAG, and vLLM workflows, enabling reproducible and scalable pipelines for research and deployment.

AI Learning

Explores and demonstrates artificial intelligence concepts through proof-of-concept implementations.

BrianKnows

Connects Claude AI to the BrianKnows API, providing access to blockchain and DeFi knowledge.

Bridge

Integrates Large Language Models with real-world APIs using the Model Context Protocol for standardized AI-API interactions.