Data Science & ML MCP 서버

Turkish Sentiment

Provides sentiment analysis capabilities for Turkish language texts.

Music21

Provides a production-ready Model Context Protocol server for comprehensive music analysis and generation using the music21 library.

Server API

Provides a structured, standards-compliant API for serving machine learning metadata, service discovery, and ML content, enabling AI applications to efficiently discover model context and artifacts.

AI Stock Market Agent

Provides real-time stock market data and financial insights through natural language queries.

RAG Server

Provides a comprehensive Retrieval-Augmented Generation (RAG) server, offering robust file management and vector memory capabilities for AI agents.

Waygate

Provides a security-hardened and scalable foundational server framework for Model Context Protocol applications.

Laravel SDK

Integrates Model Context Protocol 2025-06-18 specification support seamlessly into Laravel applications, enhancing development with its native conventions.

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.

AI Agent Generator

Enables the creation and deployment of sophisticated AI agents through natural language processing and intelligent automation.

CodeNavigator

Provides comprehensive code analysis, navigation, and quality assessment across over 25 programming languages for various development workflows.

Tempo AI

Connects large language models like Claude and ChatGPT to the Tempo AI API for accessing fitness and wellness data.

Spreadsheet DL

Define complex spreadsheets declaratively using Python or YAML, then export them to ODS, XLSX, or PDF formats.

Image Edit

Provides an image editing service akin to OpenAI's, allowing text-based models to interpret and manipulate images through advanced processing and AI-powered functions.

Fred

Connect to the Fred database to query and explore economic data.

Agent Reminders

Manage structured, persistent reminders for AI agents with time, keyword, and condition triggers, priority escalation, and recurrence.

Wzrdbrain

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

Memento Protocol

Provides AI agents with persistent, structured memory, enabling them to recall and learn across sessions.

PocketScout

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

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.