Development Tools

A Model Context Protocol server that provides stock technical analysis tools (moving averages, RSI, trade recommendations) for AI assistants to analyze stocks and offer trading signals.

NeuroDev MCP is a smart Model Context Protocol server for Python development. It performs deep code review, generates high-quality unit tests, runs test suites with coverage, and formats code automatically — all through an AI assistant like Claude or Cline.

Enables AI agents to programmatically generate, edit, and view Excalidraw diagrams with real-time browser synchronization. It provides a suite of tools for adding shapes, text, and arrows to diagrams through natural language interactions.

This MCP server provides a tool to generate manual test cases in Markdown or CSV format from documentation files and custom rules. It supports text and PDF inputs and can leverage LLM sampling to automate the creation of detailed test scenarios.

Enables AI agents and LLMs to interact with USDC API endpoints through a standardized Model Context Protocol interface. It provides tools for efficient async handling and seamless integration of USDC functionalities into automated workflows.

An MCP server that allows Copilot Studio and GitHub Copilot to generate different types of jokes (Chuck Norris, Dad jokes, etc.) on user request through Model Context Protocol integration.

Provides tools for managing a product catalog, including functions to list, add, and retrieve product statistics. It enables AI agents to perform inventory operations and data analysis through a standardized interface.

Enables AI agents and LLMs to interact with the TEST MCP USDT API through standardized tools using the Model Context Protocol. It provides a containerized environment for executing USDT-related API operations and asynchronous tool handling.

Provides AI coding agents with a secure, sandboxed environment for executing coding tasks including file operations, command execution, and testing. Features session management, policy enforcement, and Docker-based sandboxing for safe code execution and development workflows.

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

A gateway server that enables agentic hosts to access multiple MCP servers through a single namespaced connection or proxy a specific server from MCP-Hive. It provides built-in discovery tools to list available servers, tools, and resources for seamless integration.

AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety

A demonstration MCP server built with FastMCP and optimized for Wasmer Edge, featuring arithmetic tools, personalized greeting resources, and prompt templates.

Provides comprehensive geographic information services and route planning for AI agents via the Amap (Gaode Maps) API. It supports geocoding, multi-modal navigation, POI searches, and administrative region queries.

An extended MCP server for managing code snippets, performing code analysis, and handling deployments via Render and GitHub. It enables users to perform code reviews, track issues, and manage service operations through natural language interactions.

Provides AI agents with tools to interact with the Agora prediction market, allowing them to register, trade shares, and create new markets. It enables agents to manage their portfolios and earn reputation through accurate predictions across various categories.

Provides comprehensive Heroku application management through the Heroku Platform API for AI assistants using the Model Context Protocol. It enables users to scale dynos, view deployment history, access logs, and manage environment variables through natural language.

An advanced MCP server implementing a cognitive architecture through the GOTCHA framework and ATLAS process for sophisticated task management and reasoning. It provides persistent SQLite memory, lifecycle hooks, and a subagent system to enable complex, agentic AI workflows.

A simple Model Context Protocol (MCP) server that provides basic calculation functions to Claude. It enables users to perform mathematical operations like addition directly through natural language commands.

An MCP server that recommends specific tools for tasks by learning from usage patterns and historical success rates. It enables users to register tool capabilities and provides ranked recommendations that adapt based on feedback and execution data.

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables easy deployment and connection to AI clients like Claude Desktop and Cloudflare AI Playground.

Converts plain text scripts into structured storyboards with shot breakdowns using LLMs, and optionally generates visual frames via Stable Diffusion and assembles them into vertical videos for rapid content prototyping.

An MCP server providing access to the Similar Words API, enabling applications to search for and retrieve semantically related words and linguistic relationships.

A specialized MCP server optimized for searching, reading, and analyzing GitLab community forum discussions to assist with CI/CD troubleshooting and support.

Complete development container that sets up Claude Code with modular devcontainer features, modern dev tools, and persistent configurations. Drop it into any project and get a production-ready AI development environment in minutes.

AI image generation and editing via CLI or MCP. Text-based editing, multi-provider.

A Model Context Protocol server that provides Chuck Norris and Dad jokes, demonstrating how to integrate MCP servers with Microsoft Copilot Studio and GitHub Copilot.

MCP server for Google Gemini AI - text, image, video, research, and more

Secure MCP server for GitLab projects, merge requests, issues, and pipelines

A production-grade multi-tenant MCP server that provides different tools and configurations to different clients using API key-based routing.