Model Context Protocol · For developers

The criterion numbers of STANDARD.md, so an acceptance criterion can be mapped to one.

jgravelle/jcodemunch-mcp

Connects an MCP client to the Forgetful memory server over stdio or HTTP, then confirms the link works with discovery and round-trip calls.

ScottRBK/forgetful

ZR Express delivery platform integration for CodFlow — all 129 public API endpoints (catalog, claims, customers, orders/parcels, delivery pricing, hubs, supplier, treasury, users, webhooks)…

bighadj22/codflow

This skill helps an LLM build correct native Model Context Protocol integrations with @ax-llm/ax.

dosco/aithy

Open or return Logfire project pages, live views, trace links, and Explore pages in the Codex browser without querying telemetry first.

pydantic/skills

Use only after the user explicitly asks for cmux Computer Use through the cmux-cua skill: drive real macOS apps from a cmux agent session via the bundled engine (accessibility tree + screenshots…

manaflow-ai/cmux

A skill your agent uses to diagnose and fix ZCode MCP (Model Context Protocol) server configuration problems in the ZCode client.

zai-org/ZCode

Build, test, debug, and visually verify Godot projects through Loom.

valkor-ai/loom

This skill should be used when the user asks to "compare files", "diff these files", "what changed between", "show differences between", "compare versions", or mentions keywords related to file…

adamthewilliam/grepika

Delegates a browsing task to a sub-agent running in the USER'S OWN Chrome — the browser they have open right now, already signed into everything.

hanzili/hanzi-browse

Build agentic applications with GitHub Copilot SDK. An agent skill from github/awesome-copilot.

github/awesome-copilot

Create and edit diagrams on a live Excalidraw canvas using the Excalidraw MCP server.

thomast1906/github-copilot-agent-skills

對 OpenSpec、Git Diff、frontend、bff、backend、LangGraph、Tool、MCP 與安全邊界進行獨立唯讀審查，輸出 Blocker、Major、Minor 與標準 Verdict。

HsienW/chat-gun

Answers where code is defined, who calls it and what shape a file has from a pre-built index, returning paths and line numbers instead of file contents.

Goldziher/basemind

Validate that a work plan is executable before work starts. An agent skill from antonbabenko/deliberation.

antonbabenko/deliberation

Open and operate Agent-Native workspace apps through Dispatch MCP, with inline app surfaces, browser-session authentication, and current screen state.

BuilderIO/skills

Optimize token usage and context management. An agent skill from rohitg00/pro-workflow.

rohitg00/pro-workflow

Vibe Coding 流水线的实现阶段(流水线终点,顺序 idea → interaction → architecture → design → prototype → implement)。当 interaction.md、architecture.md、design.md、prototypes/ 已就绪,用户说"开始实现""写代码""把设计落地""进入开发""implement /…

idiotLeoLYJ/Daliu-Awesome-Skills

P4 workspace setup and management — create, configure, sync, and switch workspaces via P4 MCP tools.

perforce/p4mcp-server

A skill your agent uses to drive Compose HotSwan from an AI agent (Claude Code, Cursor, any MCP client) so the agent can edit a Kotlin file, trigger a hot reload, capture a device screenshot…

rosuH/EasyWatermark

This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project memory or daily notes…

brycewang-stanford/Auto-Empirical-Research-Skills

Resolve a natural-language element description ("the red button in the hero", "the third card from the top") to a concrete DOM element in the current preview + source-code location.

bluzir/claude-code-design

Provides guidance on all Ignite UI for Angular data grid types (Flat Grid, Tree Grid, Hierarchical Grid, Grid Lite, Pivot Grid) including setup, column configuration, sorting, filtering, selection…

IgniteUI/igniteui-angular

Search the built-in assets of the Unity Editor (located at Resources/unitybuiltinextra).

IvanMurzak/Unity-MCP

Turn Remote Control on for every non-archived Claude Code session in the Claude desktop app.

udecode/dotai

Repairs and upgrades existing Friday workspaces, jobs, user agents, and generated agents to current runtime contracts.

friday-platform/friday-studio

Identify the right Ignite UI Web Components (igniteui-webcomponents, grids, charts, dock manager, React wrappers) for a UI requirement and point to official docs, examples, and API references.

IgniteUI/igniteui-webcomponents

Install the pinned OmniFlow GUI runtime used by the Omni VLM plugin.

omnimind-ai/OmniBot

Create and test DashClaw guard policies for agent governance

ucsandman/DashClaw

Create, update, and manage GitHub issues using MCP tools. An agent skill from github/awesome-copilot.

github/awesome-copilot

Analyze an open-source project from a repository URL and write a deeply sourced Chinese Markdown article.

digoal/blog

A skill your agent uses for UI, UX, visual hierarchy, frontend-design judgment, references, redesigns, and design critique when the user's Emulo taste should guide the task.

ohad6k/emulo

Check the health of the Remnic daemon, stores, and connected clients.

joshuaswarren/remnic

剧本检查师，审核剧本内容是否符合内容规范，检查真实国家名称、黄赌毒、极端封建迷信等违规内容，同时检查角色一致性、大纲一致性、以及每集末尾是否有吸引人的钩子。当需要审核剧本合规性和质量时使用。仅审核任务上下文中的当前剧本，审核完成并记录结果后即结束。

jeffstric/ZJT

Authenticates and runs zereight-mcp-gitlab as a plain command line tool to read GitLab merge requests, diffs, discussions, issues and pipelines when no MCP client is set up.

zereight/gitlab-mcp

Instruments integration and performance analysis workflows for iOS apps.

conorluddy/xclaude-plugin

Use the Feishu/Lark plugin MCP tools for Feishu documents, spreadsheets, knowledge content, and other matching workspace operations.

ThinkInAIXYZ/deepchat

Produce vertical, square, and platform-specific versions of an Adobe Premiere Pro sequence while preserving the master edit.

ayushozha/AdobePremiereProMCP

Connect to the running Redmine instance and log in via the Playwright MCP browser, using REDMINEPLAYRIGHTURL/REDMINEPLAYRIGHTUSER/REDMINEPLAYRIGHTPASSWORD environment variables.

haru/redmine_ai_helper

Create, validate, and publish Claude Code plugins and marketplaces.

ananddtyagi/cc-marketplace

Analyze MSBuild binary logs to diagnose build failures. An agent skill from microsoft/testfx.

microsoft/testfx

Diagnose MSBuild build performance bottlenecks using binary log analysis.

microsoft/testfx

Zed editor configuration expert. An agent skill from wcygan/dotfiles.

wcygan/dotfiles

Build, install, and visually verify the app on an Android emulator or device.

woocommerce/woocommerce-android

Query a running Convex app's logs + health in natural language (official MCP): failures, slow/expensive functions, deploy causality — scoped, evidence-backed, with a dashboard deep link.

openclaw/clawhub

检索、读取与总结方舟官方文档。用户给出 ark.volcengine.com 文档 URL 或 /docs/ 路径、要求读链接、官方说明、API 契约或必填字段，询问 CC Switch 等第三方客户端的方舟图形配置流程，以及官方网页读取失败时使用。不用于业务调用、资源操作、CLI 帮助或通用知识。

volcengine/ark-cli

A skill your agent uses when deploying, building for production, packaging, or shipping a FrontMCP server.

agentfront/frontmcp

Finds and starts a local MCP server from the public registry when a session lacks a capability that no existing tool, script or local code can cover.

codewhale-hq/Codewhale