Browse and discover Model Context Protocol compatible servers
A collection of MCP servers I've put together with various AI tools for infrastructure management
This repository demonstrates Spring AI's integration with the Model Context Protocol (MCP) using Spring Boot, showcasing both server and client implementations for services like geocoding and timezone retrieval, enabling LLM interaction.
Imagician is an MCP image editor for resizing, cropping, format conversion, compression, and batch processing with metadata support. Install via npm and run workflows 🐙
Find and verify business emails with an open-source MCP server using DNS, SMTP checks, and web scraping without paid API subscriptions.
This repository provides a tool for analyzing GitHub repositories using the Model Context Protocol and AI-powered insights from Ollama. It offers features like repository information analysis, commit history analysis, and
This repository provides an MCP-compatible server for accessing the Holaspirit API, enabling AI assistants to interact with Holaspirit data through a standardized interface. It offers tools for managing tasks, metrics,
Turn MCP servers, OpenAPI specs, or GraphQL endpoints into efficient CLIs at runtime with zero code generation and minimal token use.
This repository provides an MCP server implementation for retrieving data from Volcengine TOS, exposing data through Resources like PDF documents. It offers tools for listing buckets/objects and retrieving objects, requiring
An MCP server for travelling in Switzerland, using the Swiss OpenData Transport API.
Protect AI agents by detecting and blocking prompt, command injection, Unicode bypass, and social engineering attacks with customizable security controls.
This repository provides a Go SDK for the Model Context Protocol (MCP), enabling developers to build MCP clients and servers for integrating with LLM surfaces using standardized context provision.
Discover OSINT data fast with an MCP server that unifies open-source intelligence tools and streamlines search, collection, and analysis
An easily managed NPM MCP Server with modular skills for claude.
Offline-first MDN Web Docs RAG-MCP server ready for semantic search with hybrid vector and full‑text retrieval
This repository offers a WebSocket-based Model Context Protocol (MCP) server and client implementation, including a local LLM chat bot demo, designed to improve upon existing MCP transport layers for efficient communication.