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Turns a repository into a deterministic, local-first knowledge graph for coding agents, enabling navigation of code structure and relationships via MCP tools.

An MCP server that exposes the 3GPP M1 interface as AI-callable tools, enabling LLM agents to configure 5G Media Streaming sessions through natural language.

Enables agents to view and reassign tickets in a fictional German health insurer's case load, with German-language responses and demo-friendly relative dates.

An MCP server that provides comprehensive Indian stock market data from the NSE and BSE, including live quotes, historical trends, and fundamental analysis. Users can compare stock performance, track major indices, and access financial statements without the need for an API key.

Magic MCP Server provides a bridge to 21st.dev's Magic API, enabling AI assistants to generate UI components and search for logos. Developed by serafim@21st.dev, this TypeScript implementation offers three specialized tools: creating UI components from descriptions, fetching existing components for inspiration, and searching for company logos in various formats (SVG, JSX, TSX). The server authenticates with the 21st.dev API using an API key and is designed to be easily integrated with AI clients like Cline and Windsurf through Smithery. Ideal for developers who want to quickly generate or find UI components and brand assets without leaving their AI assistant workflow.

Integrates with the Dashform platform to create and manage forms, collect responses, qualify leads with AI scoring, search service providers in the marketplace, and manage bookings. Provides 17+ tools organized into form management, marketplace discovery, and booking categories. Supports OAuth 2.1 authentication with dynamic client registration.

Developer technical search engine with compiler-verified snippets (Phind style)

News MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google.

This repository hosts various Spring Boot projects, including REST APIs, reactive applications, microservices, and social media platforms. It showcases different patterns and architectures to build scalable and efficient backend systems.

Muse Spark API cost tracker

A universal resource server that enables AI models to mount local folders, scrape web pages into Markdown, and query SQLite databases without writing code. It features a real-time TUI dashboard and persistent configuration for managing diverse knowledge sources.

Your AI builds real hosted websites — the sitectrl MCP server (remote, OAuth, free tier). Docs + stdio wrapper.

Free Mac screen recorder and screenshot tool for polished software demos: automatic zoom, smooth cursor, captions, camera, and a built-in MCP server for AI agents.

Provides tools to inspect local GGUF and safetensors model files, returning metadata, tensor info, and VRAM estimates without reading tensor data. Enables asking natural-language questions about model architecture, quantization, size, and compatibility.

MCP server for AI agents to send notifications, copy to clipboard, request confirmations, and collect text input from users across their devices.

A Model Context Protocol (MCP) server for providing your public IP to LLMs

A TypeScript MCP server example providing basic developer tools: hello world greeting, arithmetic calculator, and file information retrieval.

Open Plugins distribution for Kamy — install Kamy PDF generation in Cursor, Claude Code, and any Open-Plugins-compatible AI agent.

MCP proxy that bridges Mendix Marketplace's Streamable HTTP endpoint to stdio, enabling Claude Code and other stdio-only MCP clients to access Mendix Marketplace tools and prompts dynamically.