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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

adds freshness decay (time-weighted memory), claim verification (verify_file_path MCP tool), 12 MCP tools (was 8), and 30+ bug fixes.

Local-first AI research partner for multi-omics analysis

Shell-related config files and scripts

首先感谢 Andrej Karpathy 的《LLM Wiki》原文。这个项目直接受那篇 idea file 启发而来。

Claude Code / Codex skill — 面向中国 AI / ML 研究者,主投 、次投 、必要时冲刺 的论文写作技能。

Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Code compatible

Portable Agent Skill for repository-native Spec programming, informed by public DeepSeek Harness engineering patterns.

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

A drop-in template for Claude Code projects. Adds coordinated multi-agent swarms, specialized workflow skills, a lean core of reusable library skills, and safety hooks — all configured through a...

中文小黑怪诞正文配图生成 Skill | 16:9 白底手绘 | 少量红橙蓝批注 | Codex Skill

Kunpeng-Skill is a powerful multimodal distillation toolkit that transforms high-value insights from repositories, websites, UIs, videos, images, and documents into reusable methodologies,...

A curated list of OpenClaw-related products, skills, communities, and ecosystem resources — organized by use case.