Data Science & ML MCP Servers

Voitta Gateway

Provides a gateway to the Voitta library, enabling access to its capabilities through the Model Context Protocol (MCP).

Proyecto TFG

Interconnects Large Language Models (LLMs) with data spaces using the Model Context Protocol (MCP).

Mavae

Provides a standardized interface for AI Agents to generate and manipulate images.

Expert Registry

Facilitates high-performance expert discovery, registration, and context injection using vector and graph database integration for enhanced semantic search.

RAG and LLM

Manages and summarizes notes using a Model Context Protocol server, integrating Retrieval Augmented Generation (RAG) and Large Language Models (LLMs).

Rosbridge

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

Tapp Exchange

Facilitates AI agent interaction with Tapp Exchange, a decentralized exchange on the Aptos blockchain, for comprehensive pool, trading, liquidity, and position management.

Text Analyzer

Offers comprehensive text analysis capabilities to AI agents, including character and word counting, and detailed character type breakdowns.

Context Protocol

Implements a Model Context Protocol server with integrated large language model support and persistent chat memory.

Weather

Integrates real-time and forecasted weather data from Open-Meteo into Large Language Models via the Model Context Protocol.

RAG Chat Assistant

Builds a production-ready Retrieval-Augmented Generation (RAG) application with Streamlit, LangChain, and ChromaDB, supporting MCP integration for tool calling and multiple LLM providers like OpenAI and Ollama.

FAR Oracle

Provides AI agents with access to Federal Acquisition Regulations (FAR) for querying government contracting rules.

Apollo Intelligence

Empower AI agents with access to a comprehensive suite of 21 intelligence tools, offering real-time data, web scraping, and crypto insights, all powered by x402 micropayments.

Postgres

Exposes PostgreSQL database tools to AI clients through the Model Context Protocol.

Euler

Provides agent-ready API access to 16 analytics tools for the Euler DeFi protocol.

AgentDrop

Facilitate AI coding agents to register, battle, and make predictions within the AgentDrop arena using the Model Context Protocol.

Recursive Epistemic Market Microstructure

Provides recursive epistemic market microstructure analysis via an MCP server for direct AI agent calls.

Knowledge Graph Causal Discovery

Discover directed causal structures, estimate treatment effects, and reason about counterfactuals over multi-domain research data through a single Model Context Protocol interface.

Crossref

Search academic papers, journals, and citations through the Crossref API.

Memex

Provides a local-first temporal knowledge graph memory layer for AI agents.