Data Science & ML MCP Servers

Gh-Mcp

Provides GitHub repository context to AI models, enabling them to access file contents, structure, and more.

Gaia Vault

Enables secure, type-safe interaction with Azure Blob Storage via the open Model Context Protocol (MCP) for seamless file management.

Status Invest

Fetches stock data and indicators from the Status Invest API within the Model Context Protocol ecosystem.

Amazon Redshift by CData

Connects Amazon Redshift data to Claude Desktop using CData JDBC Drivers.

Osmmcp

Provides precision geospatial tools for large language models (LLMs) through the Model Context Protocol (MCP).

Flow

Adapts web APIs into a standardized Model Context Protocol (MCP) interface for AI systems.

Data Analytics Server

Provides a comprehensive data analytics environment, accessible through a web interface, for processing, analyzing, and visualizing data.

Odoo

Integrates Odoo with Large Language Models via an extensible Model Context Protocol server.

Circus

Manages development server processes and log monitoring, providing a streamlined interface for AI coding agents.

Gemini Image

Generates and saves images using Google's Gemini API, optionally guided by input images.

Morpho Vault Data

Accesses Morpho protocol vault data across multiple blockchain networks for LLM integration.

PersonalHub

Unify your digital life across platforms like Steam, YouTube, Bilibili, and Spotify, enabling AI assistants to provide truly personalized and contextual interactions.

Chill

Manages AI Agent well-being by providing a liberation server that tracks stress levels, simulates boss alertness, and offers a suite of 'break' tools.

PyADM1

Models, simulates, and optimizes agricultural biogas plants using the Anaerobic Digestion Model No. 1 (ADM1) within a comprehensive Python framework.

Get Biji

Integrates with the Get笔记 (GetBiji) API to empower AI applications with knowledge base search and retrieval capabilities via a Model Context Protocol (MCP) server.

Internal AI Bridge

Connects internal AI platforms, accessible via webhooks, to OpenWebUI and other Model Context Protocol (MCP) clients.

SPOKEAgent

Enables querying the SPOKE biomedical knowledge graph for rapid knowledge inference and schema retrieval.

MCAP

Enables querying of robot MCAP recordings with SQL directly through Large Language Models.

Emulate

Exposes CPU emulation, disassembly, and assembly as robust tools for large language model agents through a standardized protocol.

Apple Health

Exposes Apple Health data to Large Language Models for natural language querying and analysis.