Developer Tools MCPサーバー

Server Manager

Installs and manages Model Context Protocol (MCP) servers for Claude and other LLM clients within Visual Studio Code.

File Finder

Locates files by searching for path fragments on a server.

Multi-Agent Platform

Facilitates a modular, production-ready multi-agent system for advanced math, research, weather, and summarization tasks.

Terraform Provider Docs

Indexes and serves Terraform/Tofu provider documentation from local Git repositories to enable accurate, context-aware code generation.

Sizing

Calculates approximate hardware requirements for dedicated search nodes on MongoDB Atlas, supporting both lexical and vector search use cases.

Copilot Studio Template

Provides a foundational template for deploying Model Context Protocol (MCP) servers and integrating them with Microsoft Copilot Studio.

Confirm

Enables AI assistants to solicit user confirmation and clarification through a standardized Model Context Protocol (MCP) elicitation process.

Weather

Integrates real-time weather data into large language models and Model Context Protocol clients.

GitLab WeChat

Retrieves GitLab code commit records, generates formatted daily reports, and dispatches them to WeChat Work, offering seamless integration with AI assistants via MCP.

Swagger

Generates MCP servers directly from Swagger/OpenAPI specifications, enabling seamless interaction with RESTful APIs.

UML

Generates PlantUML code for UML Class and Sequence diagrams leveraging Google Gemini's AI capabilities.

Server Starter

Provides a minimal, production-ready TypeScript starter template for building Model Context Protocol (MCP) servers.

MySQL Lens

Enables Claude Desktop to interact with MySQL databases directly for natural language querying, analysis, and management.

FastAPI Integration

Wraps a FastAPI application as an MCP server, enabling its endpoints to be called as tools directly via Gemini CLI.

Humsana

Provides cognitive security for AI-assisted development by preventing dangerous commands and large AI code rewrites when a user is fatigued.

Mcpp

Multiplexes multiple AI agent tools through a single, lightweight server process, eliminating individual server overhead.

Pokemon

Integrates Large Language Models with the PokeAPI to enable AI agents to fetch live Pokémon data and build strategic teams.

Trac

Empowers AI agents to manage Trac project management instances by providing comprehensive tools for tickets, wiki pages, and milestones.

NeedHuman

Empowers AI agents to outsource complex, human-required web interactions to real people for seamless task completion.

UI Inspiration

Provides structured UI/UX design inspiration to AI coding agents, powered by Mobbin via the TinyFish API with an intelligent fallback dataset.