Data Science & ML MCP Servers

Braiins Insights

Connect AI coding assistants to real-time Bitcoin network analytics, offering hashrate statistics, mining profitability, and network difficulty trends via standardized MCP tools.

Qdrant Retrieve

Performs semantic searches across multiple Qdrant vector store collections using user-provided queries.

Gimp

Generates AI-powered images from text descriptions, integrated with VS Code via Model Context Protocol.

RAG Server

Provides a Model Context Protocol (MCP) server for managing organizational content, enabling listing, searching, deleting, and uploading files and URLs via a content service API.

Stock Analyzer

Provides advanced stock market analysis, trend identification, portfolio management, dividend tracking, sector analysis, and risk metrics through a Model Context Protocol (MCP) server.

AgentGo

Provides blockchain identity authentication, agent scoring, and market data analysis for AI agents via the MCP protocol.

Blackbaud FE NXT

Provides read-only access to Blackbaud FE NXT data, enabling Large Language Models (LLMs) to query live information through a Model Context Protocol (MCP) interface.

Fountain Pen Ink

Empowers Large Language Models (LLMs) with specialized knowledge about fountain pen inks, enabling intelligent search, color matching, and recommendations.

Weather

Provides weather information through a Model Context Protocol (MCP) compatible server by leveraging Ollama's Large Language Model capabilities.

Learn AI by Building

Explores Artificial Intelligence concepts through hands-on project creation using Laravel, Vue, and modern AI tools.

Server Practice 2

Implements Model Context Protocol (MCP) servers for LinkedIn profile scraping and weather data retrieval.

ManaMurah

Provides an interface to query Malaysian consumer goods prices from KPDN Pricecatcher data using natural language.

Tibero

Facilitates secure communication and data exchange between Tibero databases and AI applications.

Collaborative RAG

Provides a multi-tenant Retrieval-Augmented Generation (RAG) server for querying isolated document collections.

Memory

Enables MCP Clients to retain and retrieve user information across conversations using vector search for contextual recall.

MedScan

Provides AI-powered analysis of medical reports, offering health insights through chat and voice support in multiple languages.

MLIT Data Platform

Enables large language models to interactively search and retrieve data from the MLIT Data Platform API.

Flux Cloudflare

Enables AI assistants to generate images using the Flux model via a Cloudflare Worker API.

RAG Application

Combines a Retrieval-Augmented Generation (RAG) system with the Model Context Protocol (MCP) to create a powerful, modular AI application.

HR-Assist

Automates end-to-end HR workflows, from onboarding to scheduling, by transforming the Claude Desktop App into a powerful agentic AI HR assistant.