Data Science & ML MCP Servers

Lecture

Process PDF lecture materials, extracting text, chunking for large language models, and converting to clean Markdown with LaTeX support.

WSAPI Chat

Enables large language models to seamlessly access comprehensive WhatsApp functionality via the WSAPI service.

Dune Analytics

Provides comprehensive access to Dune Analytics data through specialized tools for blockchain analytics and DeFi insights.

Flux Protocol

Enable AI models to seamlessly interact with any external service or data source through a unified connectivity layer.

MariaDB by CData

Enables querying live MariaDB data from LLMs like Claude Desktop through a Model Context Protocol (MCP) interface.

LlamaIndex

Construct a local client for the Model Context Protocol (MCP) using LlamaIndex to interact with local servers.

Qudi Integration

Enables natural language control of qudi quantum photonics experiments through Claude Desktop.

Confluence

Provides AI models with comprehensive access to Confluence Cloud's REST API, enabling advanced content interaction and management.

MariaDB

Exposes MariaDB databases and vector stores through a Model Context Protocol (MCP) interface for AI assistant integration.

f0_make_randomvalues

Provides an MCP server for generating random numbers, performing statistical analysis, and managing data through client applications like Claude Desktop and Claude Code.

Monday.com by CData

Enables querying live monday.com data from Large Language Models through a Model Context Protocol (MCP) interface.

SAP Ariba Source

Connects to SAP Ariba Source data, making it accessible to Large Language Models (LLMs) through the Model Context Protocol (MCP) using CData JDBC Drivers.

Abstract API

Provides email and phone validation tools for integration into AI applications and workflows.

Weather

Provides current weather information for a given location via a standardized Model Context Protocol (MCP) interface.

Elasticsearch

Connects agents to Elasticsearch data, enabling natural language interaction with indices through the Model Context Protocol.

Podcast Index

Search millions of podcasts, discover episodes, and retrieve comprehensive structured metadata from the Podcast Index API for AI assistants.

SearXNG

Integrates the SearXNG API and Puppeteer to provide powerful web search and live web content processing capabilities for agentic systems.

SafetyOps

Serves as a production-ready Model Context Protocol (MCP) server for workplace safety knowledge bases, leveraging Azure AI Search and GPT-4o for enhanced Q&A.

My Server

Develops Model Context Protocol servers rapidly using the TypeScript SDK boilerplate.

Perplexity

Provides access to the Perplexity AI API via the MCP protocol, offering coding assistance and conversational AI.