Agents & MCP Kit

Set up, OAuth-authenticate, and use the Readwise MCP server (mcp2.readwise.io/mcp) via the mcporter CLI. Use when a user asks to connect/auth Readwise MCP, reset or troubleshoot OAuth login (stale redirect ports, invalid state), verify the connection, or run Readwise tools through mcporter.

Create and modernize DCC-MCP adapters

通用多Agent调度系统（中文版）：将主Agent变为纯调度员，所有任务通过 sessions_spawn 委派给5个持久化子Agent。支持轮询调度、先回复再派遣协议、 sessionKey固定复用。用户可自定义调度员角色和子Agent名称/人设。

Backup agent brain (workspace) and body (state) to local folder and optionally sync to cloud via rclone.

Create and validate DCC-MCP Skill packages

Kubernetes & OpenShift Platform Agent Swarm — A coordinated multi-agent system for cluster operations. Includes Orchestrator (Jarvis), Cluster Ops (Atlas), G...

The complete operating system for 5.x agents. Built-in memory tool integration (memory_search, memory_get, DREAMS.md), Discord channel-routing fixes...

微云网盘 MCP 接口完整技能。包含 weiyun.list、weiyun.list_by_category、weiyun.download、weiyun.delete、weiyun.upload、weiyun.gen_share_link、weiyun.rename_file、weiyun.rename_dir...

Browser automation via Playwright MCP server. Navigate websites, click elements, fill forms, extract data, take screenshots, and perform full browser automation workflows.

电商运营与内容创作者在制作商品宣传、带货及社媒营销视频时，使用此多智能体协同流水线，一键自动完成卖点文案、故事分镜、场景图片、音效字幕到MP4视频合成的全流程，高效产出专业级营销视频，大幅节省制作成本与时间。

项目管理专家与产品经理在做项目决策、技术评审或商业策略制定时，当需要多视角碰撞以打破思维局限，请用此技能模拟多智能体真实会议辩论，一键生成包含决策结论、核心论据与风险提示的完整会议记录，让复杂决策高效落地！

内容创作者与自媒体创作者在制作短视频时，若遇生图畸形、合成瑕疵或协同混乱，当需规范化多智能体流程时必用此技能。一键调度11个AI智能体，自动完成文案、分镜、音视频到视频合成的5阶段闭环，前置质检拦截瑕疵，高效产出统一可控的高质量短视频。

电商运营与自媒体创作者在需要制作商品推荐或促销带货短视频时，使用此技能可一键生成“小省导购员”数字人口播视频。系统自动协同五大智能体完成脚本、画面与音画合成，产出适配抖音、快手等平台的成品，高效搞定带货视频制作。

产品经理与项目管理专家在应对复杂项目时，使用此技能可动态组建包含“执行、指挥、评审”的专属AI团队。实时查看多智能体辩论与决策全过程，共享统一上下文记忆，一键完成从会议决策到系统构建的全流程高效协同！

Run team-based orchestration for agent squads using work items, ownership, agent Kanban, merge gates, and control pane handoffs. Use when coordinating an agent squad with work items, ownership, Kanban, and merge gates.

Real-time structural Code Health via CodeScene MCP — review before edits, verify score deltas after changes, gate commits and PRs. Use when reviewing code quality, refactoring, checking if AI changes degraded a file, or before commit/PR.

Use after completing any non-trivial task. The agent self-rates its output on 5 axes — accuracy, completeness, clarity, actionability, conciseness — with concrete evidence per criterion. Produces a structured 1-5 scorecard with specific improvement suggestions.

Interactive agent picker for composing and dispatching parallel teams. Use when composing and dispatching a parallel team of agents for a task.

RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration. Use when running RFC-driven multi-agent execution with quality gates and a merge queue.

Security patterns for autonomous trading agents with wallet or transaction authority. Covers prompt injection, spend limits, pre-send simulation, circuit breakers, MEV protection, and key handling. Use when an autonomous agent holds wallet or transaction authority and its limits, simulation, or key handling need review.

Operate long-lived agent workloads with observability, security boundaries, and lifecycle management. Use when running long-lived agent workloads that need observability, security boundaries, or lifecycle control.

Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls. Use when running an agent loop that must self-check, gate on evals, and recover from failures.

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates. Use when defining or revising an agent's tool set, action space, or observation format.

Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics. Use when choosing between coding agents, or when a change to an agent setup needs measured pass rate, cost, and time rather than an impression.