Data Science & ML MCP Servers

GraphQL Toolkit

Enables Large Language Models to interact dynamically with GraphQL APIs through schema introspection and query execution.

Mongo

Enables Large Language Models (LLMs) to interact with MongoDB databases using natural language.

SQL

Enables language models and MCP-compatible clients to query PostgreSQL databases, including secure access via SSH bastion tunnels.

Jupyter

Enables interaction between Model Context Protocol (MCP) clients and Jupyter notebooks running in JupyterLab.

Twitter Trends Analyzer

Analyzes real-time Twitter trends to identify potential business opportunities using Claude's AI capabilities.

Github Analyzer

Enables Large Language Models to analyze GitHub repositories in real-time.

Cloudinary Structured Metadata

Manages structured metadata fields, rules, and associated data to enhance asset organization and searchability.

GitHub Project Manager

Manages GitHub projects with AI-powered task management and comprehensive requirements traceability.

Google Data Catalog by CData

Connects Google Data Catalog data to large language models (LLMs) and AI clients through a Model Context Protocol (MCP) interface.

CData SAP ByDesign

Enables large language models to query live SAP ByDesign data through a Model Context Protocol interface.

Qdrant Hybrid

Offers a local-first TypeScript MCP server for Qdrant, facilitating client isolation, LM Studio integration, and scalable document workflows for retrieval-augmented generation.

Rosbridge

Enables AI assistants to monitor and control Robot Operating System (ROS) environments through a standardized Model Context Protocol (MCP) interface.

HelloPython AI ML

Provides PyTorch AI/ML examples for Modal Context Protocol (MCP), Agent-to-Agent (A2A), RAG, and vLLM workflows, enabling reproducible and scalable pipelines for research and deployment.

Remote Authless

Deploys a Model Context Protocol (MCP) server on Cloudflare Workers that operates without requiring authentication.

Rag-with-Chromadb

Builds a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.

Personal Assistant Suite

Provides an intelligent multi-agent AI system for personal organization, leveraging AWS Bedrock AgentCore Runtime and Strands Agents.

Sandbox

Provides a local environment for developing, testing, and debugging Model Context Protocol (MCP) agents and servers.

Luzia

Provides real-time cryptocurrency prices, historical OHLCV data, and cross-exchange comparisons from major exchanges to AI assistants.

Drengr

Empowers AI agents to see, interact with, and navigate mobile applications on both Android and iOS devices.

Mevzuat

Provides programmatic access to the Turkish Ministry of Justice's legislation information system (mevzuat.gov.tr and bedesten.adalet.gov.tr) via a Model Context Protocol (MCP) server.