Developer Tools MCP 服务器

Communication Server

Enables real-time data communication between web pages and clients via the Model Context Protocol.

Model Orchestrator

Orchestrates multiple machine learning models for text processing via a REST API, with all model versions tracked by Git.

Toolkittest

Provides a development practice repository for building MCP Servers using Node.js and TypeScript.

Testing

Provides a sandbox environment for exploring and validating Model Context Protocol (MCP)-related features and capabilities.

LocalDocs

Creates a local database of indexed and optimized technical documentation, enabling AI agents to efficiently query and retrieve information from web sources and local files.

Algorand

Provides Algorand blockchain transaction capabilities and general utility tools for AI assistants.

BuildServer

Provides a lightweight framework and tooling system for building and running Model Context Protocol servers and inspectors.

The Arena

Provides a unified platform for benchmarking, competing, and evolving agentic AI across various game environments, tools, and workflows.

AetherLink

Control Software Defined Radios and decode radio protocols through an AI-friendly Model Context Protocol interface.

Untappd

Queries the Untappd API for beer information using the Model Context Protocol.

Jolokia

Enables Large Language Models to manage Java applications using the JMX API via Jolokia.

Github Code Review

Enables AI assistants to perform code reviews by providing read-only access to GitHub repositories.

Node In Layers

Facilitates the creation of MCP servers using Node In Layers framework.

Jira

Enables natural language interaction with Jira to manage and retrieve project information.

CodeM

Provides a coding MCP server.

SpurtCommerce

Enables AI agents to interact with SpurtCommerce APIs for e-commerce search and browsing.

Agent

Provides a robust Model Context Protocol agent for integrating web search capabilities into AI applications and research workflows.

Zephyr

Provides a server for programmatically building and flashing Zephyr microcontroller projects.

Quality Guard

Orchestrates enterprise-grade, multi-language code quality enforcement with Git-native intelligence for rapid project transformation.

Mindsweeper

Provides a customizable Minesweeper game server accessible through a Model Context Protocol.