Data Science & ML MCP 服务器

Translate

Facilitates multi-language translation and text-to-speech using an MCP architecture.

Simple

Develop modern, type-safe Model Context Protocol servers for TypeScript applications with versatile API styles.

Chat AI DevSecOps

Provides a lightweight conversational AI system integrated with robust DevSecOps practices, ensuring secure and misconfiguration-free container deployments through automated CI/CD security scanning.

Quantum Code Validator

Validates quantum computing library code by providing static analysis and reference documentation lookup.

Essay Writing

Automates the process of generating essays using an AI-driven planning and execution agent.

Image Analyzer

Integrate powerful image analysis capabilities into MCP-enabled applications, leveraging local Ollama models for privacy-focused processing without API keys.

Beeper

Provides read-only access to local Beeper chat conversations on macOS for Model Context Protocol (MCP) clients.

Recruitee

Provides a Model Context Protocol (MCP) server for the Recruitee API, enabling streamlined extraction of candidate profiles from recruitment pipelines.

MCPMake

Manages and executes Python scripts, leveraging LLMs to automatically extract and validate argument schemas for intelligent automation.

Qdrant

Stores and retrieves information from a Qdrant vector database using the Machine Control Protocol.

AI Usage Stats

Collects and submits usage statistics from AI code assistants for analysis and tracking.

Resume Gap Analyzer

Analyzes resumes against job descriptions to identify skill gaps, missing keywords, and improvement opportunities using AI.

Spotipy with Dual Mode

Control Spotify playback and library directly from your terminal or through AI assistants.

Seedream

Leverage Volcano Engine Seedream 4.0 API to generate images from text, images, or fused inputs, offering versatile image creation capabilities.

SDK Demo

Demonstrates advanced document handling and AI integration using the Model Context Protocol SDK.

Client Server Sample

Demonstrates the creation and usage of MCP clients and servers using Python.

Beach Status

Provides Large Language Models (LLMs) with real-time context on Massachusetts beaches and current conditions.

Satellite Passes

Provides satellite pass information near a specified location, enabling Large Language Models (LLMs) to perform precise astronomical searches.

Airbnb Search & Listings

Provides comprehensive search and detailed information retrieval for Airbnb listings.

Gemini CLI Integration

Integrates the Gemini command-line interface with the Model Context Protocol, allowing other AI tools to interact with Google's Gemini models.