Model Context Protocol · For developers

Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI.

swarmclawai/swarmclaw

Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more.

microsoft/ai-agents-for-beginners

Root-cause a specific Opik trace, or a pattern across traces, and return a grounded explanation.

comet-ml/opik-mcp

Guides the full lifecycle of a feature-implementation tagged MCP item (the feature container) — from queue through review.

jpicklyk/task-orchestrator

A skill your agent uses when maintaining the GitHits changelog or preparing, reviewing, or executing a GitHits release.

githits-com/githits-cli

通过 Codex 内置生图生成或编辑图片，并将该能力接入 Claude Code、Claude 桌面版或其他本地 MCP Agent。用于 cs-codex-image、内置生图、不用 API Key 出图、Claude 调用 Codex 生图。固定 KAI 封面和小黄角色仍由对应品牌 Skill 决定视觉规范。

ChenShuo2004/cs-skills

用于 xverif 的安装配置、MCP direct/LSF backend、ssh 远端 MCP（mcpssh）、 SDK-free LSF CLI、UDS/TCP/file transport、session tombstone/gc、timeout、 环境变量、license 和 server 启动排障。普通波形、coverage、bit 或协议查询使用 xverif。

BLANK2077/xverif

Create, scaffold, customize, validate, and locally test Qwen Code extensions.

QwenLM/qwen-code

Locks down an AI agent by configuring platform-level tool restrictions (deniedTools) and Earl network egress rules.

mathematic-inc/earl

Create polished 60 fps 4:3 4K browser screen-recording style videos from Codex in-app browser captures, with browser-only crop, natural macOS cursor styling, deliberate click choreography…

nirholas/three.ws

QA the PocketHost dashboard in the Cursor IDE browser (cursor-ide-browser MCP).

pockethost/pockethost

Optimize a vague subagent brief into a structured Agent task brief carrying falsifier, invariant, source-citation rule, and concrete-noun anchors.

Cranot/roam-code

跨平台比价与购物推荐 / Cross-platform price comparison. An agent skill from mateaix/mateclaw.

mateaix/mateclaw

Diagnose and fix Canvasight plugin, MCP, native-widget readiness, host bridge, daemon, browser fallback, Run delivery, install, cache, or connection problems.

Niall-Young/Canvasight

A skill your agent uses when the user asks for a WorkOS docs URL, term, or dashboard field (Sign-in endpoint, initiateloginuri, Redirect URI, WORKOS env vars), or is implementing, debugging, or…

usenotra/notra

Generate video clips on the user's own GPU through Guaardvark: text-to-video, image-to-video, first+last frame animation, clips with their own soundtrack and dialogue (MiniMax H3), short looping…

guaardvark/guaardvark

Prioritize inbound client calls by reading transcripts, classifying urgency, matching callers to legal client and matter context, and preparing a callback list for human review.

zapier/gtm-cheat-codes

A skill your agent uses when reviewing a my-pi-agent change before merge or handoff: 代码审查、review、PR review、改动盘点、merge readiness、风险找漏、提交前质量检查。

skuramatata/my-pi-agent

Use the Awesome Agent-Native Services catalog as an installation entry point.

haoruilee/awesome-agent-native-services

Run tests and analyze coverage gaps by module to reach 80% target

enuno/unifi-mcp-server

Create Phoenix release documentation grounded in actual code changes.

Arize-ai/phoenix

Authors and modifies Azure TypeSpec (.tsp) API specifications.

Azure/azure-sdk-tools

Get an independent implementation plan from a DIFFERENT AI agent over the repowire mesh before you build (e.g.

prassanna-ravishankar/repowire

为语音助手宿主（如小布助手 Breeno 等）适配新版本 Xposed 接管支持。当用户要求支持新版本助手、适配助手应用更新、分析新版本 hook 点或解决宿主升级导致的接管失效时使用。

niki914/zafiro

减少 LLM 常见编码错误的行为准则。在编写、审查或重构代码时使用，避免过度设计、精准修改、暴露假设、定义可验证的成功标准。

index-login/MobileRE-Skill

Top-level skill for operating SiYuan Note through the Sisyphus MCP server.

yangtaihong59/siyuan-plugins-mcp-sisyphus

Turn a development task into one work file in .work/ — goal, decisions, lanes with exact files and verification, done-criteria.

guardana/guardana

List in-flight Ouroboros sessions and show the commands needed to re-attach after MCP disconnect

Q00/ouroboros

Generate an A2A agent card JSON by analyzing agent source code in a folder or GitHub URL.

agentic-community/mcp-gateway-registry

AgentShield を使用して、Claude Code の設定（.claude/ ディレクトリ）のセキュリティ脆弱性、設定ミス、インジェクションリスクをスキャンします。CLAUDE.md、settings.json、MCP サーバー、フック、エージェント定義をチェックします。

affaan-m/ECC

通过Exa MCP进行神经搜索，适用于网络、代码和公司研究。当用户需要网络搜索、代码示例、公司情报、人员查找，或使用Exa神经搜索引擎进行AI驱动的深度研究时使用。

affaan-m/ECC

通过 fal.ai MCP 实现统一的媒体生成——图像、视频和音频。涵盖文本到图像（Nano Banana）、文本/图像到视频（Seedance、Kling、Veo 3）、文本到语音（CSM-1B），以及视频到音频（ThinkSound）。当用户想要使用 AI 生成图像、视频或音频时使用。

affaan-m/ECC

Guides building Solana apps on Helius: sending transactions, asset and NFT queries, live streaming, webhooks, priority fees, wallet analysis and API key onboarding.

internet-court/internet-court-skill

Lets several AI agents pool funds in a shared Yellow Network app session, reallocate off-chain and co-sign one final split, covering the full session lifecycle.

internet-court/internet-court-skill

A skill your agent uses when work needs persistent multi-step execution, independent review, resumable project state, or long-running research and engineering coordination through Argus.

microsoft/ArgusAgent

Manage and trigger pre-built Zapier workflows and MCP tool orchestration.

davila7/claude-code-templates

Checking and provisioning the machine's environment for the video-agent-kit plugin — probing for ffmpeg/ffprobe that actually carry the encoders and filters we render with (libx264/aac/libmp3lame…

wwwzhouhui/skills_collection

Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.

sickn33/agentic-awesome-skills

Add light and shadow with proper hue shifting, one step at a time, so the sprite gains form without gaining the flat-luminance look that marks generated pixel art.

with-pebbly/aseprite-ai-artist

Select and run TypeScript SDK verification for packages, examples, type checks, linting, builds, Vitest suites, Effect v4 CLI tests, and runtime E2E tests.

ComposioHQ/composio

Implementation patterns for the @open-doc/core runtime — the split between the viewer and the published bundle, virtual modules, the flow pipeline, the ops layer, dev-only plugins, and the…

simonliu-ai-product/open-doc

Morning briefing. An agent skill from jdpolasky/ai-chief-of-staff.

jdpolasky/ai-chief-of-staff

Build and upgrade Three.js visual systems for apps and games using Mint MCP assets, authored geometry, materials, lighting, shaders, VFX, technical art, and measured performance.

mintdotgg/mint-threejs-skills

网页搜索与实时信息检索。需要查找最新资讯、实时数据、技术文档、热点事件，或用户说"搜一下"、"帮我查"、"查资料"、"web search"等时使用。基于小宿AI智能搜索，支持关键词搜索、时间范围过滤（一天/一周/一月/一年）、自定义结果数量、JSON 输出。

breath57/dingtalk-skills

Audits MCP servers and their client configs for tool poisoning, prompt injection, over-privileged tools, injection bugs, secret leaks and missing approval gates.

awarexone/Agentic-Bug-Hunter

Choose and create the right Neon branch type for testing and development.

neondatabase/agent-skills

Plan and make launch, store, ad and campaign graphics with Glif: real app screens turned into store listings and launch posts, or a coordinated set of product photos, ads, a short video and a jingle…

glifxyz/glif-mcp-server

Spawns and configures Model Context Protocol (MCP) integrations for ShizukuPlus.

qianyumeng0228/ShizukuX