Data Science & ML MCP Servers

OpenSearch

Empowers AI Agents to interact with OpenSearch using a standardized and extensible interface.

Go-Llm

Implements a simple API interface for large language models, enabling interaction with services like Ollama, Anthropic, Mistral, and OpenAI.

NetSuite by CData

Exposes NetSuite data to Large Language Models (LLMs) through a Model Context Protocol (MCP) interface, enabling natural language querying.

Coder Db

Enhances programming workflows by leveraging vector embeddings, structured databases, and knowledge graphs to intelligently store, retrieve, and analyze code patterns.

FastMCP

Orchestrates multi-tool AI agents for real-time supply chain optimization, simulating Anthropic's low-latency FastMCP system with Gemini AI.

Jupyter Earth

Enables geospatial analysis in Jupyter notebooks through a Model Context Protocol (MCP) server implementation.

Stock Market

Provides real-time stock market data and company financial information through the Alpha Vantage API.

Minecraft Bedrock

Offers a TypeScript-based server to programmatically control Minecraft Bedrock Edition using WebSocket connections.

Swift OpenAI

Provides a universal Model Context Protocol (MCP) server for accessing OpenAI's APIs and other compatible AI providers through a standardized interface.

Superset

Enables querying Apache Superset data using large language models through a Model Context Protocol (MCP) server.

ProdE

Provides deep contextual understanding of multiple codebases to enhance AI coding assistants and development workflows.

Langchain Playground

Explores and demonstrates various LLM-related tools and integrations, including LangChain.js, LangGraph, Slack, and the Model Context Protocol.

Securities Analysis

Automate securities analysis and market data collection through a specialized server for financial insights.

Spire.XLS

Enables AI agents to create, read, modify, and convert Excel workbooks independently of Microsoft Office.

QMT

Provides stock market data download and query functionalities, acting as an MCP server built on the QMT platform.

Mcp-Vcd

Serves Value Change Dump (VCD) waveform data using the Model Context Protocol.

Arxiv Search

Searches and retrieves academic papers from arXiv using the Model Context Protocol.

Xgmem

Manages project-specific and knowledge graph-based memory for LLMs and agents.

Memory Domain Knowledge

Implements persistent memory using a local knowledge graph, enabling Claude to remember information across chats.

Chainlink Feeds

Provides real-time access to Chainlink's decentralized on-chain price feeds for AI agents and autonomous systems.