streaming-api-patterns
Implement real-time data streaming with Server-Sent Events (SSE), WebSockets, and ReadableStream APIs. Master backpressure handling, reconnection strategies, and LLM streaming for 2025+ real-time applications.
testing-strategy-builder
Use this skill when creating comprehensive testing strategies for applications. Provides test planning templates, coverage targets, test case structures, and guidance for unit, integration, E2E, and performance testing. Ensures robust quality assurance across the development lifecycle.
type-safety-validation
Achieve end-to-end type safety with Zod runtime validation, tRPC type-safe APIs, Prisma ORM, and TypeScript 5.7+ features. Build fully type-safe applications from database to UI for 2025+ development.
Observability & Monitoring
Structured logging, metrics, distributed tracing, and alerting strategies
architecture-decision-record
Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and alternatives. Helps teams maintain architectural memory and rationale for backend systems, API designs, database choices, and infrastructure decisions.
brainstorming
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and incremental validation
git-commit-creator
Creates properly formatted Git commits following conventional commit standards for the MCPSpy project. Use when asked to commit changes, stage files, or manage git workflows. Has access to git status, diff, checkout, add, and commit commands.
github-issue-creator
Creates well-structured GitHub issues for the MCPSpy project using the gh CLI tool. Use when asked to create issues, report bugs, or document features. Follows conventional naming with feat/chore/fix prefixes and maintains appropriate detail levels.
go-testing
Handles all Golang testing tasks including running tests, writing new tests, and fixing test failures. Follows MCPSpy testing conventions with require for critical assertions and assert for non-critical ones.
security-integration-tests
Use this agent when working with prompt injection detection integration tests, including running tests, debugging failures, or adding new test samples.
desktop-commander
Use Desktop Commander MCP (typically tools like `mcp__desktop-commander__*`) for local files, precise edits, search, and long-running processes on the machine. Use it when the task requires direct local execution, rather than IDE-only actions or remote platform operations.
jetbrains-skill
Use the JetBrains IDE MCP Server (IntelliJ IDEA 2025.2+) for IDE-backed indexing, inspections, symbol info, project file operations, and structural refactoring. Use it when you need exact project-aware analysis or safe IDE refactors, rather than broad semantic repository discovery.
ace-tool
Use Ace Tool MCP (`mcp__ace_tool__search_context`) for semantic repository discovery. Use it when the exact file, symbol, or implementation path is unknown, rather than starting with exact IDE search or direct file edits.
chrome-devtools
Use Chrome DevTools MCP for real-browser debugging: console and network inspection, runtime state checks, Lighthouse audits, and performance tracing. Use it when diagnosis and browser internals matter more than scripted cross-browser automation.
context7
Use Context7 MCP for up-to-date library and framework documentation tied to an exact library ID. Use it for versioned API usage, setup, migrations, and code examples, rather than generic documentation-site search.
deepwiki
Use DeepWiki MCP for repository-focused documentation from deepwiki.com. Use it when you need a fast overview of an external repository, architecture, or repo-specific concepts, rather than live library docs or broad web research.
figma-skill
Use Figma MCP for design-to-code, code-to-Figma, design system search, Code Connect, and direct canvas edits. Use it when a task needs real Figma file context or writes to a Figma document, rather than generic browser automation.
frontend-dev-plain-web
Use when building a webpage with plain HTML and CSS, and only add JavaScript when the requirements clearly need interaction. It fits lightweight code-first work that needs doc lookup, real-image sourcing, browser verification, and required DevTools checks without framework-heavy processes.
github-skill
Use GitHub MCP for remote repository state: files, branches, commits, issues, pull requests, reviews, releases, and code search on GitHub. Use it when the task is centered on GitHub-hosted data, rather than a local checkout or IDE session.
grok-search
Use Grok Search MCP for planned web research: define intent, assess complexity, break the task into sub-queries, and then search, fetch, or map sources. Use it for multi-source research that benefits from explicit planning, and state which Grok model is being used whenever that is known.
playwright-skill
Use Playwright MCP for deterministic browser automation: navigate pages, fill forms, reproduce user flows, and run lightweight end-to-end interactions. Use it when scripted cross-browser execution matters more than DevTools-level debugging.
ppt-workflow-builder
Use when creating a PPT or slide deck from a topic, article, research corpus, or rough brief, especially when you need a repeatable workflow for audience framing, JSON outline generation, slide research, planning drafts, and SVG-first slide production before assembling the final deck.
ref-skill
Use Ref MCP to search documentation sources and then read the exact returned URL. Use it for documentation-site discovery and page-level reading when the right doc page is not yet known, rather than versioned library-ID lookup.
replicate-skill
Use Replicate MCP for models, predictions, trainings, deployments, and file management on Replicate. Use it when you need hosted AI workflows on Replicate, rather than general web research or local model execution.
sequential-thinking
Use Sequential Thinking MCP for explicit reasoning steps with revisions, branching, and uncertainty handling. Use it when the main need is to structure analysis, planning, or decision-making, rather than manage a persistent task system.
shrimp-task-manager
Use Shrimp Task Manager MCP for structured task analysis, decomposition, execution guidance, tracking, and verification. Use it when the main need is to manage a task system with dependencies and completion checks, rather than just expose a reasoning chain.
vercel-skill
Use Vercel MCP for project discovery, deployments, build and runtime logs, toolbar threads, protected preview access, and Vercel documentation. Use it when the task centers on Vercel-hosted application state, rather than local-only execution.
social-media-api-best-practices
Best practices for integrating social media APIs (Instagram, TikTok, YouTube, Twitter/X, LinkedIn, Facebook, Threads, Pinterest, Bluesky, Snapchat, Google Business, Reddit, Telegram). Covers OAuth, AT Protocol, rate limiting, media uploads, encryption, and error handling. Use when building social media integrations, scheduling systems, or debugging platform API issues.
laravel-api
Build production-grade Laravel REST APIs using opinionated architecture patterns with Laravel best practices. Use when building, scaffoling, or reviewing Laravel APIs with specifications for stateless design, versioned endpoints, invokable controllers, Form Request DTOs, Action classes, JWT authentication, and PSR-12 code quality standards. Triggers on "build a Laravel API", "create Laravel endpoints", "add API authentication", "review Laravel API code", "refactor Laravel API", or "improve Laravel code quality".
arxiv-search
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields.
sonarqube
>-
data-analysis
Profile and aggregate a bundled sales dataset - group revenue by region, category, channel or month, apply filters, and compute sums, means, medians and ranges. Use for questions about sales figures, trends, or which segments perform best.
pydanticai-docs
Use this skill whenever the user is working with the Pydantic AI framework — including building AI agents, defining structured outputs with Pydantic models, wiring up tools/function calling, configuring model providers (OpenAI, Anthropic, Gemini, etc.), managing dependencies via agent context, handling streaming responses, or debugging agent runs. Trigger this skill even for adjacent tasks like "how do I make my agent return JSON", "set up a multi-step agent", "add a tool to my agent", or "validate LLM output with Pydantic" — any time Pydantic AI is mentioned or implied as the target framework.
web-research
Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research.
slidev-click-animations
Master v-click and sequential animations in Slidev. Use this skill to reveal content progressively and create engaging presentations.
slidev-transitions
Add smooth slide transitions in Slidev. Use this skill for fade, slide, and custom transitions between slides.
slidev-code-blocks
Create beautiful code blocks with Shiki syntax highlighting. Use this skill for code snippets, line highlighting, and code groups.
slidev-magic-move
Animate code transformations with Shiki Magic Move. Use this skill to create smooth morphing transitions between code states.
slidev-monaco-editor
Add live coding with Monaco Editor in Slidev. Use this skill for interactive code demos, executable code, and real-time editing.
slidev-export
Export Slidev presentations to PDF, PPTX, and PNG. Use this skill for sharing, printing, and archiving presentations.
slidev-project-structure
Understand Slidev project structure and configuration. Use this skill to configure themes, addons, and customize your presentation setup.
slidev-quick-start
Get started with Slidev presentations in minutes. Use this skill to create your first presentation or set up a new Slidev project.
slidev-drawings
Draw and annotate during Slidev presentations. Use this skill for live annotations, highlighting, and visual explanations.
slidev-navigation
Master Slidev navigation and keyboard shortcuts. Use this skill for efficient slide control, custom shortcuts, and navigation customization.
slidev-presenter-mode
Use Slidev presenter mode effectively. Use this skill for speaker notes, timer, remote control, and dual-screen presentations.
slidev-latex
Render mathematical formulas with LaTeX/KaTeX in Slidev. Use this skill for equations, mathematical notation, and scientific content.
slidev-mermaid
Create diagrams with Mermaid in Slidev. Use this skill for flowcharts, sequence diagrams, class diagrams, and more.
slidev-plantuml
Use PlantUML for UML diagrams in Slidev. Use this skill for complex UML diagrams, architecture visualizations, and technical documentation.
slidev-components
Leverage Vue components in Slidev slides. Use this skill to add interactivity with built-in components or create custom ones.
slidev-layouts
Use built-in and custom Slidev layouts effectively. Use this skill to structure slides with cover, two-cols, image layouts and more.
Page 622 of 1646 · 82292 results