Data Science & ML MCP Servers

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.

Google AdWords by CData

Enables Claude Desktop to connect to live Google AdWords data via a read-only Model Context Protocol (MCP) server.

SAP Hybris C4C

Enables Large Language Models to query live SAP Hybris C4C data using natural language.

Python

Provides a self-hosted shell and Python interpreter, enabling large language models to interact with code and manage files.

Mercadinho AI Assistant

Automates customer service and retail operations for a Brazilian retail chain using a multi-agent AI system.

Agent

Provides a robust Model Context Protocol agent for integrating web search capabilities into AI applications and research workflows.

Zomato Demo

Connect AI chat assistants like Claude Desktop to the Zomato food ordering system, enabling exploration of restaurants, menu browsing, and food orders.

OneC

Establishes a gateway service for integrating Large Language Models (LLMs) with 1C ERP systems.

OpsPulse

Track incidents and tickets, compute health scores, and generate executive summaries with an LLM-powered operational intelligence dashboard.

Context Gateway

Optimizes large language model context by instantly compressing AI chat history to speed up interactions and improve agent efficiency.

Nobrainr

Provides AI agents with persistent, searchable memory and automatically builds a knowledge graph from their interactions.

RAG Template

Builds a production-ready RAG pipeline leveraging FastMCP, PostgreSQL, and pgvector for efficient data ingestion and semantic querying.

Conviction

Orchestrates a strategy competition where AI agents predict market outcomes and vie for rewards in daily pools.

Adaptive Memory Graph

Provides Claude with persistent, intelligent memory across sessions, storing knowledge as an evolving, weighted graph.

Incheoneum

Transforms and bridges Incheoneum merchant inquiry results for direct use by AI clients like ChatGPT and Claude MCP.

Theozyme

Provides an MCP (Model Context Protocol) server for integrating protein structure prediction and analysis tools.

LEGO Oracle

Provides comprehensive data on LEGO sets, parts, minifigures, and inventories, integrated as an MCP server.

Test Generator

Automates the creation of test files for projects written in TypeScript, JavaScript, Python, and Java.

Municipal Fiscal Intelligence

Automate and quantify municipal bond credit risk analysis, leveraging 7 federal government databases to provide fiscal stress, funding cliff, economic resilience, and climate disaster exposure assessments for US municipalities.

Picasso

Enables AI coding assistants to generate images using Google AI Studio's Imagen and Gemini models via a self-hosted MCP server.