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MCP Server for validating and fixing Mermaid.js diagrams.

A minimal AI assistant setup using Google's Gemini API in Python.

A web tool for safely adding MCP servers to Claude Desktop configs with JSON validation.

springai mcp client webflux sample

MCP Services offers Python-based servers for SQL and Kubernetes management.

MCP Local Implementation is a local Model Context Protocol setup using Ollama for research, file operations, and calculations.

A CLI server for integrating Magento 2 with remote automation and AI features.

MCP Server Template

A minimal MCP server that provides website fetching tools over stdio or SSE transport. Includes support for full-content retrieval or streamed chunks, ideal for token-aware processing or integration with agentic systems.

A concise list of MCP clients and their invocation mechanisim.

MCP Frontend project exposes an MCP server using main.ts as entrypoint.

MCP Node Server for Replit, enabling efficient server management.

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The official Python SDK for Model Context Protocol servers and clients

A production-ready Python MCP (Model Context Protocol) server template. Deploy to Smithery and other MCP platforms with zero configuration!

Demonstrated a basic mcp server with the help of claude Desktop

Experimental MCP server for Postmark, built by Postmark Labs. Designed for tinkering, testing, and teleporting transactional email into inboxes with speed and style.

MetaMCP generates MCP code from natural language descriptions effortlessly.

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A complete, production-ready template for creating MCP (Model Context Protocol) servers in Python with uv, Docker, and automated setup

Jinja2 template repository for generating Apple Health MCP servers

End-to-end MCP workflow

A Node.js template for building MCP-compatible clients with multiple transport support.

An MCP server for LLMs to access local package source code, reducing API hallucinations.

MCP Demo showcases multi-agent collaboration and unified tool orchestration using MCP.

MCP Server to build and play VibeTide

MCP Server for resume parsing and email notifications with a Next.js frontend.

Leverage Cloudinary's MCP Servers for Cursor

MCP Desktop Gateway: Python-based automation bridge with intelligent prompt training.

MCP Sleeper is a server for accessing Sleeper Fantasy Football API via JSON-RPC 2.0.

Model Context Protocol server for the Bevy Remote Protocol

This repository showcases how to easily transform an existing Spring Boot REST API for Finance Wallet Management into an AI-available tool using Spring AI's Model Context Protocol (MCP) server integration.

A development MCP server for AI assistants to access Nuxt UI components.

A mono repository containing multiple MCP servers.

Cat MCP Server for integration with desktop apps like VSCode.

A PHP MCP Server for HTTP communication with PSR-7 interfaces and JSON-RPC 2.0 support.

MCP server for smart document search and access of Mastra official docs.

MCP server for Google Apps Script API with OAuth authentication

mcp-hub is a centralized manager for MCP servers, offering CLI and REST API access.

pms-vscode is a VS Code extension for the pty-mcp-server, enabling PTY-hosted interactions.

# AI-mcp Protocol - Dynamic Loading of MCP Server

Improved Google Apps Script MCP server with JSON parsing fixes and better error handling

mcp-quote-demo

jooby-mcp integrates Java MCP SDK with Jooby for annotation-based tool registration.

File MCP is a powerful server for file management and code execution for AI assistants.

A Playwright MCP server for AI browser automation on Cloudflare Workers.

mcp tool

mcp tool

MCP server for Petclinic