Data Science & ML MCP Servers

Particle Physics

Provides AI assistants and applications seamless access to rigorous particle physics data from the Particle Data Group (PDG).

Aws Bedrock Logs

Analyzes AWS Bedrock usage and logs through Anthropic's Model Control Protocol (MCP).

Data Server

Perform local file searches using embeddings for semantic understanding.

Flash Cards

Manages flash card projects using OpenAI embeddings and SQLite for semantic search and storage.

Multi-Agent Platform

Facilitates a modular, production-ready multi-agent system for advanced math, research, weather, and summarization tasks.

Campus Chatbot

Delivers a self-evolving AI intelligent service hub specifically designed for university campuses, integrating RAGFlow, LLM, and MCP tool calling.

Aave

Provides a production-ready server for automating Aave V3 DeFi operations on the Base network through the Model Context Protocol.

RooCode Bridge

Automates rule generation, enforcement, and code enhancement for RooCode by connecting it with an AI-driven Main Control Process.

Seroost Search

Provides AI agents with powerful codebase search capabilities using the Seroost semantic search engine via the Model Context Protocol.

P6xer

Exposes machine-readable Model Context Protocol (MCP) manifests for PyP6XER modules, facilitating AI model interaction with Primavera P6 XER files.

Quantum Code Validator

Validates quantum computing library code by providing static analysis and reference documentation lookup.

Real-time Web Search RAG

Enhances conversational agents by combining static document knowledge with dynamic real-time web search capabilities.

Mavae

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

AllAboutAI YT

Integrates OpenAI's o1 model and Flux capabilities through Model Context Protocol (MCP) servers.

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

Sonique

Transcribe, summarize, and analyze audio content using intelligent processing.

Spring AI

Facilitates context exchange between clients, servers, and AI models using Spring AI's Model Context Protocol (MCP).

Nobra Calculator

Provides a modular REST API for calculating various medical scores and indices, designed for integration with large language models.

Ingest

Ingests APIs, SDKs, and schemas for consumption by AI models via the Model Context Protocol (MCP).

Mercadona AI Assistant

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