Data Science & ML MCP 서버

Birdstats

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

Kin-10 LLM

Integrates large language models with the MCP protocol.

Web Cat

Enhances AI models with web search and content extraction capabilities through Python-based APIs.

Agent Toolkit

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

Quickbase

Facilitates connecting large language models to live Quickbase data through a Model Context Protocol (MCP) server.

Full Stack Developer

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

Oura Ring

Provides access to Oura Ring health and fitness data through the Oura API v2 for consumption by Model Context Protocol (MCP) clients.

Python Image Compress

Provides intelligent image compression services and comprehensive metadata analysis with high-performance batch processing for AI assistants.

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.

GraphQL Bridge

Integrates GraphQL APIs with the Model Context Protocol (MCP) for streamlined data exchange and AI system connectivity.

GitLab

Enables LLM-powered exploration and analysis of GitLab instances via a GraphQL-leveraging Model Context Protocol server.

CEP Service

Retrieves Brazilian addresses using a CEP (postal code) and formats the information for language models.

TRPG Game

Orchestrates automated, AI-driven Tabletop Role-Playing Game adventures using Large Language Models as the game master.

Loki

Integrates with Grafana Loki to enable LLMs to query and analyze log data via the Model Context Protocol.

AgentEval

Provides a persistent Julia REPL session via STDIO, dramatically reducing 'Time to First X' overhead for AI coding assistants.

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.

OptimEngine

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