Explore MCP Servers & Agent Skills

io.github.agulli/atlas-agents/database-migration

Safely run database schema migrations. Use when asked to update database schema, add columns, create tables, run alembic, or apply Django migrations.

io.github.boraoztunc/skills/css-animations

CSS animation adapter patterns for HyperFrames. Use when authoring CSS keyframes, animation-delay based timing, animation-fill-mode, animation-play-state, or CSS-only motion that HyperFrames must seek deterministically during preview and rendering.

io.github.HKUDS/CLI-Anything/cli-anything-mailchimp

CLI harness for the Mailchimp Marketing API v3.0 — 303 commands across 30 resource groups (lists, campaigns, reports, automations, ecommerce, templates, and more). Supports JSON output and interactive REPL mode.

io.github.HKUDS/CLI-Anything/skills

CLI harness for the Mailchimp Marketing API v3.0 — 303 commands across 30 resource groups (lists, campaigns, reports, automations, ecommerce, templates, and more). Supports JSON output and interactive REPL mode.

io.github.QwenLM/qwen-code/codegraph

Analyze indexed codebases via graph database (neug) and vector index (zvec). Covers call graphs, dependencies, dead code, hotspots, module coupling, architecture reports, semantic search, impact analysis, bug root cause from GitHub issues, class diagrams (UML), and PR review (risk scoring, conflict detection, auto-merge candidates, labeling). Also covers creating, inspecting, and repairing a CodeScope index. Use for: code structure, who calls what, why something changed, similar functions, module boundaries, bug tracing, class relationships, PR risk/conflicts, or any question benefiting from a code knowledge graph. Applies when a `.codegraph` index exists in the workspace, or when the user wants to create one.

io.github.vudovn/ag-kit/mobile-design

Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.

io.github.vudovn/ag-kit/mcp-builder

MCP (Model Context Protocol) server building principles. Tool design, resource patterns, best practices.

io.github.vudovn/ag-kit/frontend-design

Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.

io.github.vudovn/ag-kit/database-design

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

io.github.vudovn/ag-kit/deployment-procedures

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

io.github.vudovn/ag-kit/api-patterns

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

io.github.vudovn/ag-kit/testing-patterns

Testing patterns and principles. Unit, integration, mocking strategies.

io.github.vudovn/ag-kit/python-patterns

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

io.github.vudovn/ag-kit/nextjs-react-expert

React and Next.js performance optimization from Vercel Engineering. Use when building React components, optimizing performance, eliminating waterfalls, reducing bundle size, reviewing code for performance issues, or implementing server/client-side optimizations.

io.github.Hmbown/CodeWhale/pdf

Read, extract, split, merge, rotate, watermark, fill, OCR, or create PDF files with verification of page counts and text extraction.

io.github.modelscope/AgentJet/docker-install-agentjet-swarm-server

Install and run the AgentJet Swarm Server in a Docker container with NVIDIA GPU support. Use when the user wants to deploy a swarm server on a GPU machine via Docker, including GPU driver setup, Docker mirror configuration, model weight mounting, and server startup.

io.github.ant-design/ant-design/antd-component-lookup

Look up Ant Design React component documentation, props, and usage examples. Use when working with Ant Design (antd) components and needing API details, default values, or usage patterns.

io.github.code-yeongyu/oh-my-openagent/github-triage

Read-only GitHub triage for issues AND PRs. 1 item = 1 background task (category: quick). Analyzes all open items and writes evidence-backed reports to /tmp/{datetime}/. Every claim requires a GitHub permalink as proof. NEVER takes any action on GitHub - no comments, no merges, no closes, no labels. Reports only. Triggers: 'triage', 'triage issues', 'triage PRs', 'github triage'.

io.github.binrogithub/1-3-Cloud-Adoption-Skills/CSS-Code-Search-MCP

Deploy a CSS/OpenSearch code-search MCP server on Huawei Cloud ECS from scratch, so that Claude Code (claude-glm) can search a GitHub repo's code and docs as native MCP tools. Use when the task is to provision a new Huawei Cloud CSS cluster and ECS, index a code repository into CSS, and expose it as a searchable MCP tool for AI coding agents.

io.github.Kevin-Liu-01/Agent-Machines/automation-cron

Schedule recurring agent tasks with the cronjob tool. Use when the user wants something to run on a schedule, when you finish a task that should recur, or when planning daily/weekly automations.

io.github.anthropics/knowledge-work-plugins/review-contract

Reviews a contract in plain English, surfaces red flags with severity ratings, and produces a marked-up docx/PDF with suggested redlines. Accepts optional file path or DocuSign envelope ID.

io.github.uw-ssec/rse-plugins/css-architecture

Use when starting a new frontend project and choosing a CSS approach, refactoring inconsistent CSS, hitting specificity wars, integrating a component library, adding theming/dark mode, or deciding between BEM, Tailwind, CSS Modules, or CSS-in-JS.

io.github.google-gemini/gemini-cli/prs

Expertise in managing the Git and GitHub Pull Request lifecycle, including staging changes, generating PR descriptions, and branch management.

io.github.google-gemini/gemini-cli/critique

Expertise in auditing and fixing repository scripts and GitHub Actions workflows to ensure technical robustness and security.