Data Science & ML MCPサーバー

Agent Streamlit RAG

Facilitates interaction with MCP servers using Streamlit and Retrieval-Augmented Generation (RAG).

Doomdagadiggiedahdah

Programmatically retrieve cryptographic research papers from the IACR Cryptology ePrint Archive.

BioMed

Serves biomedical literature database content.

Amazon Q Index

Connects Amazon Q Business cross-app index to applications via the Model Context Protocol (MCP).

Production Server

Provides a production-ready, extensible template for building Model Context Protocol (MCP) async servers in Python.

Anki

Exposes Anki collection data via an MCP server to integrate with AI assistants.

Epicor Kinetic

Provides a Model Context Protocol (MCP) interface to enable large language models to query live Epicor Kinetic data via CData JDBC Drivers.

Memory

Provides AI clients the ability to remember information about users across conversations using vector search technology.

Weather Demo

Integrates external resources, tools, and prompts with the Anthropic AI SDK via the ModelContextProtocol.

Database

Enables Claude to interact with and manage data across SQLite, SQL Server, PostgreSQL, and MySQL databases.

LouieAug-2025

Deploys a Model Context Protocol (MCP) server and integrates it with Microsoft Copilot Studio to provide contextual information to large language models.

ElevenLabs

Enables interaction with ElevenLabs' powerful Text to Speech and audio processing APIs through the Model Context Protocol.

AI Projects

Develops AI applications leveraging Spring Boot for robust backend solutions.

Database Reader

Enables read-only PostgreSQL database access and querying for AI assistants.

General

Implements a protocol-compliant MCP server, offering JSON configuration for fast setup and a plugin-based architecture for custom AI agents and orchestration.

Vertex

Equips AI agents with high-performance, deterministic solvers for complex Operations Research and optimization problems.

Academic Researcher

Assists academic professionals with paper search, notes management, citation handling, and PDF processing, powered by local LLMs via Ollama.

K01

Generate and query privacy-preserving synthetic health data that is FHIR-compliant and differentially private.

Voice Soundboard

Generates natural-sounding audio from text for AI assistants and developers, offering multi-voice synthesis, real-time streaming, and SSML support.

Physics OS

Accelerates high-fidelity physics simulations from supercomputers to commodity hardware using quantized tensor trains and cryptographically verifies computational integrity.