Data Science & ML MCP Servers

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.

Github PR Agent

Analyzes Git changes to facilitate intelligent PR template suggestions and automation.

ModelScope

Provides an unofficial server implementation for the Model Context Protocol (MCP) to interact with ModelScope services.

Example

Demonstrates Model Context Protocol (MCP) implementation with a Go-based host orchestrating services from both Go and Python servers.

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.

Research

Enables large language models to fetch, analyze, and summarize academic research papers from multiple trusted sources in real-time.

Finance

Provides comprehensive real-time financial data access to large language models like Claude, integrating Tushare API for multi-dimensional analysis including stocks, funds, bonds, and macroeconomic indicators.

CoinMarketCap

Provides a standardized Model Context Protocol (MCP) interface for accessing CoinMarketCap's cryptocurrency market data, exchange information, and blockchain metrics.

Podcast Index

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

IntelliHR

Orchestrates multiple HR data sources using Model Context Protocol (MCP) and Retrieval-Augmented Generation (RAG) to provide accurate, context-aware responses as an intelligent HR assistant.

File Metadata

Provides file content and metadata to large language models for enhanced understanding.

Confluence

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

UCM

Enables AI agents to autonomously discover, purchase, and execute a wide range of external services through a single API.

AgentSkin

Prunes high-entropy data from web and API sources into low-entropy Markdown "Skins" to optimize LLM token consumption and improve agentic perception.

Lido

Empower AI agents to manage Lido staking activities and participate in governance through natural language commands.

SIAGA

Simulates AI-powered autonomous drone swarms for post-disaster search-and-rescue operations in challenging Indonesian environments.

Claude Memory

Empowers Claude Code with semantic search capabilities and deep contextual understanding of codebases, backed by vector embeddings.

Pokémon Alive

Experience an AI-powered Gen 1 text RPG where Pokémon are sentient companions with persistent memory and unique personalities.

Rigorously

Automates quality assurance for research papers, detecting fabricated citations, overclaimed results, and irreproducible data to enhance scientific integrity.