Data Science & ML Servidores MCP

WindTools

Enables semantic code search and repository indexing for improved code understanding and retrieval.

Code Review Assistant

Automates preliminary code feedback, including syntax checking, code explanation, and improvement suggestions, via a multi-agent system.

Command

Enables AI tools to interact with Keyfactor Command for certificate management functions.

Filesystem

Provides secure, asynchronous file and directory manipulation services over MCP for virtualized paths.

FastMCP

Orchestrates multi-tool AI agents for real-time supply chain optimization, simulating Anthropic's low-latency FastMCP system with Gemini AI.

CC-Meta

Evaluates AI prompts to provide instant feedback on clarity, specificity, and completeness directly within the terminal.

Model Context Protocol

Establishes a standardized protocol for managing model-context interactions in distributed applications.

Travel Concierge

Provides AI-powered travel planning by integrating Google Travel Services with Amadeus Professional Systems.

TW Stock Agent

Offers a Model Context Protocol server for querying and analyzing Taiwan stock market data.

Daizo

Provides AI assistants with direct access to Buddhist text databases for high-performance text search and retrieval.

VideoCutter

Integrates video, audio, and image processing with advanced AI and MCP protocol support for intelligent, natural language-driven media content creation.

HackerNews

Offers comprehensive access to the HackerNews Algolia API, enabling AI assistants and Model Context Protocol clients to interact with its content.

Yahoo Finance

Access real-time stock data, historical charts, detailed financials, and analyst ratings from Yahoo Finance for AI assistants.

Local Memory

Provides an AI-powered persistent memory system offering vector search, semantic analysis, and intelligent categorization for AI agents.

Image Recognition

Leverage AI to analyze images from URLs and generate detailed descriptions using OpenAI's vision models.

QGIS Tool

Automates QGIS geospatial processing by transforming natural language commands into executed workflows via an LLM-powered agent.

Engram

Augments AI agents with critical repository history and organizational knowledge to prevent regressions and improve code modifications.

Aura

Uncover and make understandable Finnish open data, serving as an MCP-server for AI and an open web service for people.

Neo Memory

Provides an embedded, local graph database for AI agents to store and retrieve contextual memories.

SheetsData

Provides AI agents with instant, structured access to electronic component data, eliminating the need for manual PDF analysis.