Data Science & ML MCP Servers

BC Calculator

Integrates with the Unix `bc` (Basic Calculator) command-line tool to provide arbitrary precision numerical computation capabilities.

ZeroEntropy Zerank

Reranks documents based on relevance to a given query using the ZeroEntropy Zerank API.

AIE8 Session

Integrates web search capabilities into an MCP server using the Tavily API.

Ragtag

Indexes local documents and runs Retrieval Augmented Generation (RAG) search to provide context for AI tools.

Teradata by CData

Enables querying Teradata data from Claude Desktop using CData JDBC Drivers via a read-only Model Context Protocol (MCP) server.

Hfspace

Connects to Hugging Face Spaces to provide capabilities like image generation, vision processing, and text-to-speech for Claude Desktop.

Excel

Enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel to be installed.

Mingmai

Provides a headless integrated development environment for AI agents.

WeChat Article Parser

Parses WeChat official account articles to extract content and provides deep semantic analysis using large language models.

Semiconductor RAG Search

Enables retrieval-augmented generation for efficient semiconductor component search, leveraging the Model Context Protocol.

SearXNG

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

Finmap

Access comprehensive historical stock exchange data and visualizations for global markets.

Perplexity Web Search

Integrates Perplexity's Sonar API to equip AI assistants with real-time web and academic research capabilities.

Amazon DynamoDB by CData

Connects Amazon DynamoDB data to Claude Desktop through CData JDBC drivers using a read-only Model Context Protocol (MCP) server.

Markdown Notes

Empowers AI assistants with tools to create, read, update, delete, and organize Markdown notes.

NIH RePORTER

Enables conversational searching of NIH-funded research projects and publications via the NIH RePORTER API.

Aster Finance

Facilitates AI agents and MCP-compatible clients with comprehensive access to the Aster Finance Futures API for real-time market data, trade management, and account queries.

Cosmos DB by CData

Enables querying Cosmos DB data from Claude Desktop using CData JDBC drivers.

FastMCP Examples

Implement Model Context Protocol servers in Python for diverse applications and transport mechanisms, demonstrating integration with LangChain for LLM tool discovery.

Apache Spark by CData

Enables querying Apache Spark data from Claude Desktop using CData JDBC Drivers through a read-only Model Context Protocol (MCP) interface.