Data Science & ML MCP Servers

GEO

Provides a Model Context Protocol (MCP) server interface for accessing Gene Expression Omnibus (GEO) data via the NCBI E-Utils API.

Loan Credit Management

Implements an intelligent loan credit management system leveraging Spring AI's Model Context Protocol server for financial operations.

MoziChem Hub

Provides a modular Python toolkit for creating Model Context Protocol (MCP) modules specifically designed for chemical engineering and chemistry workflows.

National Library of Israel Search

Facilitates natural language exploration of millions of cultural, historical, and literary assets within the National Library of Israel's digital archive.

AMiner

Facilitates powerful academic paper search and analysis through the AMiner API within a Model Context Protocol server.

Junction-2025

Optimizes HSY Blominmäki wastewater pumping through multi-agent forecasts, a FastAPI orchestration backend, a React operator dashboard, and digital-twin tooling.

Weather Sample

Integrates weather API services with multiple AI models, demonstrating a complete Model Context Protocol (MCP) client-server architecture.

Unstructured API

Facilitates extraction of meaningful information from research papers via the Unstructured API for fine-tuning language models and reducing literature review time.

Sandbox Fusion

Enables large language models to execute code using a Machine Code Protocol server.

AST2LLM Go

Parses Go source code into an Abstract Syntax Tree (AST) and converts it into a clean, LLM-friendly format for context injection.

X-Act

Compose AI assistants with this library.

ITAC AI Agent

Integrates Large Language Models with cloud infrastructure and the Model Context Protocol to enable intelligent, secure, and auditable AI agentic behavior.

NPS Data

Retrieves data from the National Park Service API, allowing users to fetch park lists and detailed information.

Xrpl

Provides a Model Context Protocol (MCP) server implementation for interacting with the XRP Ledger blockchain.

TiDB AI

Enables the Cursor IDE to interact with TiDB AI.

VikingDB

Provides a Model Context Protocol (MCP) server to interact with a VikingDB instance for storing and searching information.

Ollama Client

Enables natural language interaction with databases using language models served through Ollama.

Youtube Summarizer

Exposes YouTube summarization APIs as tools compatible with the MCP (Meta-Control Protocol).

Veeva

Enables Claude Desktop to query live Veeva data through CData JDBC Drivers.

Crate

Expose public Rust APIs to language models using `cargo public-api`.