Data Science & ML MCP Servers

Weather Tool

Retrieves weather information using a weather API and integrates with an Ollama language model.

MySQL

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Bitcoin

Provides an LLM interface for tracking Bitcoin prices using CoinGecko APIs.

StyleCLIP

Recommends similar clothing items based on uploaded images using CLIP encoding and YOLO object detection.

Geo Location

Retrieves user geolocation information for integration with large language models through the Model Context Protocol (MCP).

Rtc

Manages Alibaba Cloud Realtime Compute for Apache Flink resources through a standardized Model Context Protocol (MCP) interface.

Sdof

Manages persistent memory and context for AI systems through a structured 5-phase optimization workflow.

Prompt Optimizer

Optimizes AI prompts with high-performance real-time streaming, pattern-based enhancement, and comprehensive session management capabilities.

Splice Weaver

Enables AST-powered semantic code editing for language models by weaving code transformations at precise syntactic splice points, featuring automatic binary bundling of ast-grep.

Weather

Provides global weather information through natural language interaction by integrating the OpenWeather API and large language models.

Universal

Provides a model-agnostic Model Context Protocol server implementation for AI tools.

Flight Finder

Enables AI assistants to search, analyze, and provide intelligent booking recommendations for flights across multiple online sources.

RAG

Implements a Python-based server for Retrieval-Augmented Generation (RAG) workflows, managing context, tool invocation, and model output for clients like Claude Desktop.

Comfy

Enables AI agents to manage ComfyUI workflows through a human-readable Domain Specific Language (DSL) via the Model Context Protocol.

Bluetooth Specifications

Provides RAG-based access to Bluetooth specifications from PDFs using hybrid search.

Start

Showcases comprehensive modular solutions for AI-driven IT operations, observability, and security engineering.

Jeffvato Ultimate n8n Stack

Provides a production-ready n8n automation platform, integrating AI services, vector databases, and Model Context Protocol (MCP) servers for Claude Code.

AI-Skills

Empowers AI with modular skills, specialized knowledge, and seamless tool integrations to optimize workflows.

Quotewise

Enables AI assistants to semantically search for quotes, verify attributions, and provide transparent source citations.

Commune Cookbook

Empowers AI agents with real email addresses and phone numbers, enabling seamless asynchronous communication through code recipes for various AI frameworks.