Data Science & ML MCP 서버

Birdstats

Analyzes BirdNET-Pi and BirdWeather detections by cross-referencing them with eBird's database using natural language queries.

Tidymodels

Provides tools and resources for working with the tidymodels ecosystem in R.

Kin-10 LLM

Integrates large language models with the MCP protocol.

Arxiv

Connects AI assistants to arXiv, enabling search, analysis, and download of research papers within AI workflows.

Airtable by CData

Enables connection to Airtable data from Claude Desktop using CData JDBC Drivers via a read-only Model Context Protocol (MCP) Server.

Agent Toolkit

Demonstrates integrating AI agents with local and remote tool execution via MCP and Ollama.

Full Stack Developer

Automates the rapid generation of high-quality Next.js applications using AI-driven context engineering and a structured development methodology.

KNMI

Provides access to comprehensive Dutch weather data through the KNMI API via a Model Context Protocol server.

Observe Community

Provides access to Observe API functionality, OPAL query assistance, and troubleshooting runbooks for LLM models through a Model Context Protocol server.

Home Assistant

Integrates Home Assistant with AI agents and other applications via Model Context Protocol (MCP) or a standalone HTTP REST API.

AirTrail

Enables AI assistants to manage and interact with your AirTrail flight tracking data.

Chemspace

Enables AI agents to search for synthesizable building blocks and screening compounds through exact, substructure, and similarity queries.

Petamind

Orchestrates a multi-candidate agentic coding loop, integrating patch generation, deterministic gates, and mandatory vision scoring to identify optimal solutions.

Klydo

Facilitates AI assistants in searching and discovering fashion products from Klydo, a Gen-Z quick tech fashion commerce platform.

Datadog

Provides a comprehensive set of 116 read-only Datadog tools to empower AI assistants across all observability pillars, ensuring data visibility without write access.

Apcore

Automates the conversion of any apcore-based project into an MCP Server and OpenAI tool provider with zero code changes.

Steam Reviews

Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions.

OptimEngine

Provides an operations intelligence solver to tackle scheduling, routing, and packing challenges across four levels of optimization intelligence, from deterministic to prescriptive actions.

Stock Chart

Generate financial stock and crypto technical analysis charts for AI agents.

AIR Blackbox

Scans, analyzes, and remediates Python AI agents for EU AI Act compliance directly within AI developer environments.