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MCP Servers

directory for Awesome MCP Servers

Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, lighting, and bidirectional project sync.

Professional Serial Port Debugging Assistant with Modbus, PLC, CAN, I2C/SPI support and MCP server

Google Ads Agent Skills for Claude — campaign analysis, account auditing, safe write ops, PPC math, and MCP server integration

The Open Source Analytics and Visibility Layer for ChatGPT Apps and MCP Apps.

- — MCP Protocol v2 (spec revision 2026-07-28, streamable HTTP) and experimental StrongDM API support are here — see the release notes.

Spring AI Playground is a cross-platform desktop app for building, testing, validating, and executing MCP tools in a controlled local environment.

An MCP server that provides access to LLMs using the LlamaIndexTS library.

188+ local tools for Claude, ChatGPT, Cursor & Grok — Mail, iMessage, Teams, Slack, WhatsApp, OneDrive, Google Drive, Zoom, Outlook, Office. Native macOS, 100% local, no API keys.

MCP Server for the Bitrise API, enabling app management, build operations, artifact management, and more.

This project integrates Zerodha's trading platform with Claude AI using the Multi-Cloud Plugin (MCP) framework, allowing you to interact with your Zerodha trading account directly through Claude.

A secure Windows SSH workspace and MCP server for Codex, Claude Code, Cursor and other AI agents.
Agent Skills

从参考图提取视觉风格 DNA,强制生成标注与纯色双版色卡的 AI Agent Skill

Agent skills that help you publish in the AER faster — identification-first empirics, AEA-compliant replication, Keith-Head intros, R&R rebuttals for AER / AER:Insights / AEJ.

Open-source agent skills for debugging and optimizing Apache Spark workloads

42 AI agent skills for literature review, academic writing, citation verification, conference submission, rebuttal, publication, and presentations.

A collection of reusable Agent Skills for structured planning and long-form fiction writing. Designed for Codex and other clients compatible with the Agent Skills specification.

Isolated, forkable computers for your AI agents. Millisecond microVM sandbox forking on Kubernetes: fork a running VM into parallel attempts and restore from memory in tens of milliseconds.

Codex Skill for drafting and packaging Chinese invention patent application documents from technical disclosures, innovation points, experimental results, program logic, calculation methods, device...

CNBE-32 A Research Program for Auditable Chinese Structural Computing

AI agent skills manager for Claude Code, Cursor, Codex and more — install, sync, and manage skills from one desktop app.

A list of AI security skills

Agnes AI model integration skills for OpenAI-compatible text, image, video, and agent workflows.

博览群书 — 把书蒸馏成可对话的思想人格。Distill books into conversational personas: single-book & bookshelf soul, validated by text + reception.