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A simple web GUI to manage Model Context Protocol (MCP) servers for the Claude Desktop app on MacOS easily.

This repository contains a set of Model Context Protocol (MCP) servers. Each server lives in its own folder under servers/ and can be used independently.

Example of an MCP server with custom tools that can be called directly from cursor

- : BNB Smart Chain (BSC) - : Viem 2.23.11, PancakeSwap SDK 5.8.8 - : TypeScript, Node.js (ESM) - : Model Context Protocol (MCP) SDK 1.4.

A Python-based flow for securities analysis using the . The repository bundles market data, parsing, analytics and visualisation tools behind a FastMCP server so that they can be consumed locally or...

A standalone Go binary that queries Spark History Server — no MCP, no AI framework, no daemon process. Inspect jobs, compare runs, investigate failures, and script against the Spark REST API.

Git-backed knowledge base served over the — agents read and write directly with hybrid semantic + keyword search, structured tables, files, and a URI graph.

MCP server for remote control of napari viewers via Model Context Protocol (MCP). Perfect for AI-assisted microscopy analysis with Claude Desktop and other LLM applications.

RDKit MCP Server is an open-source MCP server that enables language models to interact with RDKit through natural language. The goal is to provide agent-level access to every function in RDKit 2025.

A technical report is available as follows:

- Display interactive popup windows from AI assistants through the Model Context Protocol.

A production-ready foundation for developing custom Model Context Protocol (MCP) servers in TypeScript.

MUD MCP Stateful Server

This repository is an MCP server destined for Base Builders.

Agent Library personal knowledge base with a search and retrieval system MCP Server and CLI. Preconfigured local models and support for Text, images, OCR/vision, and code embeddings.

A Model Context Protocol (MCP) server for automating Ludus cyber range environments through AI assistants written in Python.

Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation.

⭐ If Plumb saves you tokens — or designs you a page — star it on GitHub so others can find it.

This is the repository for the LinkedIn Learning course Model Context Protocol (MCP): Hands-On with Agentic AI. The full course is available from LinkedIn Learning.

⚡ 30-Second Install • 🚀 Quick Start • 🏗️ Architecture • 🎯 Why Pullrun? • 🗺️ Feature Map • ☸️ Kubernetes • 🤖 AI Agents

Model Context Protocol (MCP) servers for the HeroUI design system. Access HeroUI component documentation directly in your AI assistant.

A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.

I've kind of given up on this as I don't have money to train it. Feel free to submit any sort of pull requests :)

MCP Snitch is a macOS application that intercepts and monitors MCP server communications, providing security analysis, access control, and audit logging for AI tool usage.