Data Science & ML Servidores MCP

Wallex

Integrates directly with Wallex Exchange to fetch market data, check wallet balances, and handle orders.

Qdrant

Enables semantic code search by leveraging Qdrant vector database and OpenAI embeddings.

Resume Scorer

Facilitates secure and contextual access for AI models to external tools and data, demonstrated through an AI-powered resume scoring application.

RAG Demo

Demonstrates a Retrieval-Augmented Generation (RAG) application integrated with MCP server.

Geo Location

Retrieves user geolocation information for use with large language models.

HDX Humanitarian Data

Connects AI assistants to the Humanitarian Data Exchange (HDX) API, providing access to critical global humanitarian data.

ArXiv CS Expert Chatbot

Answers computer science questions, summarizes research papers, and visualizes concepts by leveraging the arXiv dataset.

KAFRMA Backend

Generates interactive city tours with puzzles using RAG, LLM, and MCP, based on provided text files.

AlphaVantage

Integrates AlphaVantage's financial data API as an MCP service, facilitating easier integration with other applications.

FEM Protocol

Enables secure hosted embodiment for collaborative AI, allowing guest 'minds' to inhabit 'bodies' offered by host environments through secure delegated control.

Practera

Enables AI models to query and analyze Practera learning data through a GraphQL API.

Dlis

Analyzes Digital Log Interchange Standard (DLIS) files to extract channel data and metadata for LLM applications.

Nutrient Document Engine

Connects AI agents to document processing, simplifying interactions through natural language.

F1 Data

Provides Formula 1 data access through various APIs for integration with large language models.

Salesforce

Enables interaction with the Salesforce REST API using the Model Context Protocol.

Discord

Connect AI agents to Discord, providing a full suite of API interaction tools and real-time event streams.

Weather

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

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.

Banana

Provides a unified Docker package containing 14 diverse Model Context Protocol servers for AI model integration.

MariaDB Agent

Connects AI assistants to MariaDB databases, enabling execution of SQL queries and semantic search over vector data.