Data Science & ML MCP 服务器

LLDB

Provides LLDB debugging functionality for use with Claude or other AI assistants.

Weather

Provides current weather information for any location via a Model Context Protocol (MCP) server.

Lichtblick

Provides clarity and a new perspective on learning the German language through an AI-powered approach.

Enhanced Filesystem

Extends the Model Context Protocol (MCP) filesystem server with robust file operations and secure command execution capabilities.

Open Food Facts

Provides AI assistants with access to the Open Food Facts database for detailed food product information, nutritional data, and environmental scores.

Code Reference Optimizer

Optimizes code context extraction, diff analysis, and import management to minimize token usage for AI assistants.

Google Cloud Healthcare API

Provides a Model Context Protocol (MCP) server for healthcare tools, facilitating interaction with FHIR resources on Google Cloud Healthcare API and public medical research APIs.

Schwaizer BFS

Provides programmatic access to statistical data from the Swiss Federal Statistical Office (BFS) through the Model Context Protocol (MCP).

Cerina Foundry

Generates safe, empathetic Cognitive Behavioral Therapy (CBT) exercises through an autonomous multi-agent system with human-in-the-loop capabilities.

AI Support Desk

Provides intelligent AI-driven customer support capabilities by leveraging the Model Context Protocol.

Discrete Structures AI Platform

Provides an AI-powered web platform for interactive learning of discrete mathematics concepts.

QuickBooks Online

Provides an MCP server for managing QuickBooks Online accounting data, including customers, invoices, expenses, payments, and reports.

Wzrdbrain

Generates physics-aware inline skating trick combinations, modeling moves as state transitions to ensure executable and naturally flowing sequences.

Moodle Student

Connects Moodle LMS with Large Language Models, enabling natural language queries for course information, materials, and assignments.

PocketScout

Aggregate structural, chemical, and literature data from multiple public databases to evaluate druggable pockets on protein targets for computational protein design.

Foundry

Enables any AI to interact with Foundry VTT through a universal game-aware API, facilitating combat management, dice rolling, journal CRUD, and token control.

Atlas

Orchestrates universal multi-agent systems, providing an infrastructure layer for interoperability, auditability, and production readiness for autonomous AI agents.

GitNexus Stable Ops

Ensures the integrity and efficiency of GitNexus across numerous repositories through automated checks, preventing caller issues, version discrepancies, and graph inconsistencies.

Crossplane

Enables AI agents to declaratively manage cloud infrastructure via Kubernetes using Crossplane.

SemanticDog

Actively monitors self-hosted media libraries for application-level file corruption in images, videos, documents, and more.