Data Science & ML MCP Servers

Model Compute Paradigm

Dynamically routes AI tasks like chat, summarization, and sentiment analysis to appropriate models using intelligent, LLM-powered routing within a lightweight, production-ready FastAPI backend.

Weather

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

Agent

Transforms documentation into intelligent, searchable knowledge bases using advanced vector embeddings and Retrieval-Augmented Generation.

Hub

Unifies AI and automation capabilities into a command center for multi-provider chat, workflow chaining, and seamless integration with external services.

Banxico

Accesses the Bank of Mexico (Banxico) SIE API to retrieve USD/MXN exchange rate data and various economic indicators.

Prompter

Manages and serves custom prompts using Go's templating language via a Model Context Protocol server.

FHIR API Bridge

Integrates modern AI/LLM tools with Fast Healthcare Interoperability Resources (FHIR) APIs to facilitate the search, retrieval, and analysis of clinical information.

Hex2Dec

Converts between hexadecimal and decimal numbers to mitigate language model hallucinations.

Agent

Facilitates local Model Context Protocol (MCP) server-client interactions, enabling agentic workflows.

LocalDocs

Creates a local database of indexed and optimized technical documentation, enabling AI agents to efficiently query and retrieve information from web sources and local files.

SimDoc

Integrates scientific simulation documentation for tools like PyBaMM and Cantera with AI assistants via the Model Context Protocol.

Task Portal

Enables self-evolving, general problem-solving through logical reasoning, ethical constraints, and adaptable solutions.

Mercadona AI Assistant

Automates the intelligent selection and addition of products to your Mercadona online shopping cart using AI.

Web Search

Empowers LLM agents with free web search capabilities through a self-hosted SearXNG backend, eliminating the need for API keys.