Model Context Protocol · For developers

This skill should be used when the user asks to "set up gws", "install Google Workspace CLI", "connect Gmail to Claude", "manage Google Drive from terminal", "send email from CLI", "check my…

kv0906/pm-kit

Use ProjectAtlas before broad source reads, preferring the installed short atlas CLI for an exact checkout and MCP for registered worktree routing, compact session briefs, or federated graph evidence.

styler-ai/ProjectAtlas

Debug the WordPress Playground website by running the dev server from source and interacting with it via Playwright MCP.

WordPress/wordpress-playground

Use the ghchen99/mcp-musescore MCP server to inspect, navigate, compose, and edit an open MuseScore score through its QML WebSocket plugin.

ghchen99/mcp-musescore

Installs hooks that check each agent action against security policies before it runs, blocking destructive commands and logging every decision.

pegasi-ai/reins

Triage a UI Verify build from your coding agent via the UI Verify MCP — bucket a build's changed stories into real regressions vs cosmetic reflow vs rendering noise, summarize the real regressions…

igrlk/storybook-addon-test-codegen

Uninstall a UPM package from the Unity project. An agent skill from IvanMurzak/Unity-MCP.

IvanMurzak/Unity-MCP

Covers the Tiger Brokers OpenAPI Python SDK for market data, stock, futures and options trading, push subscriptions, a CLI and an MCP server, defaulting to paper trading.

qusong0627/QuantMind

A skill your agent uses when planning or replanning engineering missions that create, change, port, migrate, integrate, or preserve durable codebase behavior across UI, API, CLI, background jobs…

Intelligent-Internet/zenith

Analyze and resolve APIView review feedback on Azure SDK PRs.

Azure/azure-sdk-for-android

Guidelines for writing and executing Google Apps Script code using ggsrun and finding documentation via workspace-developer.

tanaikech/ggsrun

Orchestration guidance for Joplin note, notebook, and tag management tools

alondmnt/joplin-mcp

Guides scene and world building in Unreal Engine through the Flopperam MCP: placing actors, sculpting landscapes, scattering foliage, editing materials and verifying the level.

flopperam/unreal-engine-mcp

Monitored single-subtask execution workflow. An agent skill from RoboClaw-Robotics/RoboClaw.

RoboClaw-Robotics/RoboClaw

写或修改 CHANGELOG.md（待发布条目、版本亮点段、GitHub Release 说明）时使用。含按改动性质分组落位、中英双语体例、发版前的两道门禁（三处版本号同步 + 亮点段抽取会 fail-fast）与写后自检命令。

xiajiajun516/dsh-config-manager

Build and test MCP tools using direct API calls or MCP Inspector.

tomaspavlin/rohlik-mcp

Guide for using the NeuroLink SDK and CLI. An agent skill from juspay/neurolink.

juspay/neurolink

A skill your agent uses when the user needs academic paper retrieval — searching scientific literature by author/year/journal, finding paper chunks for RAG-style citations, or expanding original…

opendatalab/Sciverse-Agent-Tools

Audit the CLAUDE.md hierarchy in a repo for drift between what each CLAUDE.md claims and what's actually on disk.

timothywarner-org/claude-code

管理 Aaalice NAI Launcher 项目专用的 Windows 与 Android Flutter 开发会话。用户提到 PC热重载、安卓热重载、启动/关闭/重建独立命令行窗口、模拟器启动异常或检查双端会话时使用。

Aaalice233/Aaalice_NAI_Launcher

Use trace-mcp tools for code navigation, impact analysis, and framework-aware queries instead of Read/Grep/Glob/Bash.

nikolai-vysotskyi/trace-mcp

Scaffold, plan, or extend Better Fullstack projects with the generator, CLI, or MCP server.

Marve10s/Better-Fullstack

Authoritative agent-runtime contract for working inside an OpenKnowledge project — a markdown-CRDT knowledge base exposed over MCP.

inkeep/open-knowledge

Build and modify REST APIs with NpgsqlRest — exposing PostgreSQL as HTTP endpoints from two sources (database functions/procedures/tables/views, and plain .sql files), driven by SQL comment…

NpgsqlRest/NpgsqlRest

Generate or update sample YAML data for a catalog plugin. An agent skill from kubeflow/hub.

kubeflow/hub

Capture reproducible real-use evidence for keep-mcp features and fixes through an MCP client and the Google Keep interface.

feuerdev/keep-mcp

用 meeting 工具跑一场多 Agent 会议：创建 → 亲自 spawn 参与者 → 推进轮次 → 签到 → conclude 并把决策上墙。仅当已决定以「开会」形式产出一个需上墙的决策时使用；典型场景是减法类提案：回退既有设计决策、砍工具删表、削弱或删除自动检查——这类结论必须留痕。加法（新增检查、加严判据、新增工具）不需要开会，写清理由直接做。用户只是让你评审代码、复盘、比较方案时不要…

CronusL-1141/AI-company

Triage the Wayfinder repo in one pass — survey open PRs (CI status, review comments, mergeability) and open issues / feature requests, report what needs action, then drive small, clear fixes…

asdecided/WayfinderRouter

Configure the browser tool for Clacky. An agent skill from clacky-ai/openclacky.

clacky-ai/openclacky

Turns a week of Claap-recorded sales calls into action items and focus blocks on a Notion Kanban, delivered with a Slack summary.

Othmane-Khadri/YALC-the-GTM-operating-system

Add or retrofit Tenuo authorization for AI-agent tools and effects.

tenuo-ai/tenuo

Sweeps a running web app by clicking every reachable control, then reports dead buttons, console errors, failed requests and mismatches between API data and the screen.

reticlehq/reticle

Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake.

microsoft/GitHub-Copilot-for-Azure

A skill your agent uses when prior workspace context, past decisions, solved bugs, handoff state, or durable project knowledge would help a coding task.

AVIDS2/memorix

Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end.

microsoft/GitHub-Copilot-for-Azure

Black-box QA audit of slop-guard across MCP, CLI, fit, docs, agent workflows, and writing-effectiveness.

eric-tramel/slop-guard

MetaKim executable governance dispatcher. An agent skill from KimYx0207/Meta_Kim.

KimYx0207/Meta_Kim

Add mcp-rubber-duck MCP server to an AI coding tool (Claude Desktop, Cursor, VS Code, Windsurf, etc.)

nesquikm/mcp-rubber-duck

Builds an OpenEnv (Hugging Face) variant of an RL environment.

adithya-s-k/FineEnvs

Plan, implement, and debug frontend tests: unit/integration/E2E/visual/a11y.

chongdashu/vibejam-starter-pack

Guides you through designing a new agent skill by conversation, from discovery questions and architecture to drafting SKILL.md, validation and delivery.

tech-leads-club/agent-skills

Write, run, and debug Playwright E2E / integration / live tests.

ansible/ansible-ui

Register a known gap in the limitation register — file the issue in the private tracker, write the LIMITATION(registren) marker, or ledger a dark-launched feature.

jfarcand/mirroir-mcp

Guide users through configuring key MongoDB MCP server options.

mongodb/agent-skills

Keep keypaste's desktop screens, CLI output, site, README and brand assets on brand.

notinferred/keypaste

Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).

swarmclawai/swarmclaw

Cut and publish a full stable NAC release after main, release-PR, and publication CI pass.

arcee-ai/nac

Persistent memory for AI coding agents. An agent skill from omega-memory/omega-memory.

omega-memory/omega-memory