Developer Tools MCPサーバー

SendGrid

Enables AI Agents to interact with the Twilio SendGrid v3 API for managing contacts, lists, templates, and email sends.

Structured Thinking

Enables LLMs to programmatically construct mind maps while enforcing metacognitive self-reflection.

Ragdocs

Augment AI responses with context by retrieving and processing documentation through vector search.

Mcpx-Py

Enables interaction with LLMs using mcp.run tools via a Python library.

Mcp-Client-X

Demonstrates a client-server implementation using the Model Context Protocol (MCP) for connecting large language models with tools and data.

Manager

Simplifies management of Model Context Protocol (MCP) servers and their integration across different clients.

Github Repo

Enables AI assistants to browse GitHub repositories, explore directories, and view file contents.

Aibolit

Analyzes Java code to identify critical design issues for AI-assisted refactoring.

Hashcat

Automates hash cracking using natural language through integration with Claude Desktop.

Taiwan Holiday

Provides accurate Taiwan national holiday and compensatory workday information via an MCP server for AI tools.

Awesome Scaffold

Accelerates Model Context Protocol (MCP) server development with an out-of-the-box, production-grade scaffold.

Android Debug Bridge

Control Android devices through ADB for seamless automation, robust testing, and integrated agent interactions.

Claude Runner

Schedules and executes Claude Code CLI tasks via cron expressions, providing a web dashboard, webhook support, and dynamic MCP server creation.

Gemini WebAPI

Access Google Gemini's capabilities, including image generation, editing, chat, and file analysis, for free using browser cookies without requiring API keys.

V0 Platform

Facilitates AI-powered rapid multi-screen UI prototyping and automated developer handoff within AI agents leveraging Vercel's v0.

Qiskit Servers

Enables large language models and AI agents to interact with IBM Quantum services and Qiskit libraries for quantum computing.

Soklet

Provides a zero-dependency Java HTTP/1.1 and Server-Sent Event server for building robust APIs and agentic systems.

Cowork Semantic Search

Indexes your local documents into a fast vector database, enabling powerful, offline semantic search for AI tools.

Keryx

Provides a fullstack TypeScript framework to define backend actions once for deployment across HTTP, WebSockets, CLI, background tasks, and AI agent (MCP) tools.

ContextAtlas

Provides stable, reusable, and observable code context infrastructure for AI coding agents through hybrid retrieval, project memory, and retrieval observability.