Data Science & ML MCP 서버

Flux Schnell

Generates images from text prompts using the Replicate API and a Model Context Protocol server.

Fetch

Enables LLMs to retrieve and process content from web pages by converting HTML to markdown.

Perplexity

Enables LLMs to perform internet research with real-time information and source citations using the Perplexity API.

AEMET

Retrieves historical climate and meteorological data from the AEMET API for use with MCP-compatible clients.

Indian Stocks

Exposes Indian stock market data through a local Model Context Protocol (MCP) server.

Optimizer

Provides a mathematical optimization server leveraging PuLP and OR-Tools.

MediaWiki Bot

Enables large language models to seamlessly interact with MediaWiki installations as a bot user via the MediaWiki API.

Contemplation

Integrates a continuous, background cognitive processing system that enables AI models to think between conversations.

Cozmo

Enables AI clients to control Digital Dream Labs and Anki Cozmo robots by acting as a Model Context Protocol (MCP) server.

MLE Kit

Provides a versatile MCP server offering practical tools for ML engineering workflows, including local and remote code execution, file management, remote GPU integration, and an LLM proxy.

Nabu Nisaba

Enhances LLM agent capabilities with semantic code search, structural code views, and an intelligent workspace TUI for efficient context management.

SPM Dependencies

Provides a server for searching and exploring Swift Package Manager dependencies within Xcode and SPM projects.

Wolfe Lovense

Empowers AI with autonomous hardware control for proactive, physiological, and boundary-aware interactions using Lovense devices.

Apple Notes

Enhance Apple Notes with semantic search and full CRUD operations, integrating natural language management via MCP clients.

Manager

Centralizes Model Context Protocol (MCP) server management, routing client requests, and enforcing fine-grained access control across multiple backend servers through a unified interface.

MemRL

Provides AI agents with a persistent, reinforcement-learning-powered memory system for continuous improvement.

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.

RedTeam

Empower large language models to conduct autonomous red teaming and internal network penetration testing.

ThreadBridge

Provides persistent AI memory and context recall for conversations within the Zed editor using advanced semantic search.

Nougat

Converts scientific PDFs into highly accurate Markdown, preserving complex mathematical equations and document structure for agent-based workflows.