Data Science & ML MCP Servers

YouTube

Downloads YouTube subtitles using yt-dlp and connects them to claude.ai via Model Context Protocol.

Mcp2tavily

Enables Claude and Langchain to perform web searches using the Tavily API.

Stock Analysis

Provides stock market data from the Alpha Vantage API for analysis within Model Context Protocol (MCP) clients.

Weather Forecast

Retrieves current weather conditions and forecasts for locations worldwide via a Model Context Protocol (MCP) server.

4oimage

Enables AI systems to generate and edit images using text prompts via the 4o-image API.

Databricks

Enables interaction with Databricks workspaces via the Model Context Protocol (MCP).

IMCP

Explore AI security vulnerabilities within a deliberately insecure framework designed for educational purposes.

GA4

Retrieves data from Google Analytics 4 to provide insights into website and app performance.

Microsoft Project by CData

Enables LLMs to query live Microsoft Project data through a simple MCP interface.

FastAPI OpenAPI

Enables FastAPI applications to expose their endpoints as an AI-friendly, introspectable server using the Model Context Protocol.

Portfolio Manager

Values personal investment portfolios across various asset classes, automates market data fetching, and generates trading insights using large language models.

ExamPrepAgent

Assists students in preparing for any exam or test by serving as an intelligent, AI-powered study companion.

Skyforge

Connects AI assistants to SkySpark and Haxall building automation systems via a Model Context Protocol server.

Quick Chart

Provides chart generation capabilities to AI agents through a standardized Model Context Protocol interface, enabling seamless interaction with Quick Chart.

System Prompts

Exposes system prompt files and summaries as a Model Context Protocol server for easy access and integration with AI clients.

Zoo

Offers a collection of Zoo-built utilities accessible via the Model Context Protocol.

StableAvatar

Generate infinite-length, high-quality talking head videos from a single image and audio input.

BCB BR

Provides access to the Central Bank of Brazil's (BCB/SGS) time series data, including economic and financial indicators, via the Model Context Protocol.

EchoVault

Provides coding agents with local, persistent memory, storing decisions, bugs, and context as Markdown for efficient retrieval.

CompTox

Federates EPA CompTox API data, including chemical identity, hazard, exposure, and bioactivity, into a secure and programmable interface for AI agents.