Data Science & ML MCPサーバー

Video Summarizer

Extracts key information and creates concise summaries from video content.

Zenodo

Integrates with Zenodo records through the Model Context Protocol (MCP) for use in LLM workflows and IDEs.

Headstarter

Provides AI assistants with access to a database of LinkedIn profiles from the Headstarter community for intelligent querying and analysis.

MathCAD

Enables AI assistants to interact with MathCAD worksheets through a standardized interface.

Google Analytics 4

Retrieves and analyzes Google Analytics 4 data, providing business intelligence feedback via a Model Context Protocol server.

Usgs Quakes

Queries the USGS Earthquake API using natural language through a Model Context Protocol (MCP) server.

LocalMind

Enables local LLM chat functionality, fully compatible with the Model Context Protocol using Azure OpenAI.

Multi Framework Usecase

Demonstrates the integration of the MCP framework with popular tools and AI frameworks like Google ADK, LlamaIndex, and LangChain through a client-server setup.

Kirha

Provides a standardized entry point for LLMs to access diverse private data sources across various knowledge domains.

Qdrant with MCP

Integrates Qdrant vector database with an MCP server to store and retrieve code snippets.

Hong Kong Misc

Provides access to various Hong Kong government data through a FastMCP interface.

Video Info

Extracts comprehensive technical details from video and audio files using FFmpeg, designed for integration with AI assistants via the Model Context Protocol.

Webcrawl

Connects web crawler data and archives to AI language models using the Model Context Protocol.

Self-Learning

Autonomously learns from interactions to optimize AI agent performance and continuously improves its knowledge base through machine learning techniques.

Kablewy Financial Analysis

Provides financial analysis capabilities through access to real-time and historical stock data and company fundamentals.

Lemon Email

Provides a zero-configuration email API that enables AI agents and applications to programmatically send transactional emails.

Plugged.in Random Number Generator

Provides cryptographically secure random number generation for AI applications, LLMs, and other systems requiring high-quality randomness.

Kv Extractor

Extracts key-value pairs from arbitrary, noisy, or unstructured text using LLMs and provides type-safe output in JSON, YAML, or TOML formats.

Cohere

Integrates with the Cohere API to provide multilingual models and retrieval capabilities via the Model Context Protocol.

Hong Kong City

Provides access to Hong Kong government city data, including ambulance service indicators, through a FastMCP interface.