Build MCP servers that let AI access actions and data using mcp-use. The guide covers project setup, reusable prompts, interactive React interfaces, authentication, error handling, and deployment, with reference files for each area.
- Create a new MCP server with mcp-use
- Add actions, data resources, or reusable prompts
- Build interactive React interfaces for browsing and selection
Shubhamsaboo/awesome-llm-apps☆ 142.5KUpdated Oct 19, 2026
A deprecated guide to building MCP servers with mcp-use, covering callable actions, data resources, reusable prompts, and interactive widgets. It includes design references and code examples, and directs users to the replacement skill, mcp-app-builder.
- Review the structure of an existing mcp-use server
- Consult examples of tools, resources, and prompts
- Explore interactive widget design
Shubhamsaboo/awesome-llm-apps☆ 142.5KUpdated Oct 19, 2026
Check project dependency versions and consult the relevant official documentation before writing framework-specific code. Produce implementations with source links, identify deprecated APIs, and flag unverified approaches or conflicts between documentation and existing project patterns.
- Verify an implementation against version-specific documentation
- Create starter code with documented patterns
- Review code for deprecated APIs
addyosmani/agent-skills☆ 109.2KUpdated Oct 14, 2026
Create an HTML quarterly business review for executive decisions, covering progress, stalled work, and resource reallocation requests. The template keeps slides visually consistent with cream backgrounds, cobalt blue accents, and coordinated layouts.
- Preparing quarterly business reviews for executives
- Explaining resource reallocation requests
- Creating investor reports or advisory updates
nexu-io/open-design☆ 103KUpdated Oct 21, 2026
Use more than 300 design rules drawn from Apple HIG, Material Design 3, and WCAG 2.2 accessibility guidance. Apply them when planning a shared app design for iOS, Android, and the web.
- Planning an app design shared across iOS, Android, and the web
- Consulting Apple HIG and Material Design 3 rules
- Considering accessibility with WCAG 2.2 guidance
nexu-io/open-design☆ 103KUpdated Oct 21, 2026
Find Apple interface design guidance for planning apps across iOS, macOS, visionOS, watchOS, and tvOS. This catalogue entry points to a bundle of 14 skills covering design foundations, interface components, interaction patterns, inputs, and technologies.
- Consult design guidance when planning an iOS app
- Reference interface components for macOS
- Explore interaction guidance for visionOS
nexu-io/open-design☆ 103KUpdated Oct 21, 2026
Build a design system, a shared set of design rules, from scratch and create realistic product mockups. Use it for kickoff workshops or new brand development, with room to explore bolder creative choices.
- Developing a new brand from scratch
- Running a design kickoff workshop
- Building a design system from the ground up
nexu-io/open-design☆ 103KUpdated Oct 21, 2026
Look up Ant Design React components in official documentation to find available settings, default values, and usage examples. Check subcomponents and methods, and consult type definitions in the antd package when TypeScript details are needed.
- Checking component settings and default values
- Finding usage examples and demo code
- Looking up available subcomponents and methods
ant-design/ant-design☆ 99.8KUpdated Oct 21, 2026
Retrieve climate-related disaster records, including floods, cyclones, droughts, and heatwaves. Check affected countries, severity, status, and population figures, then consult climate anomalies and related news for broader context.
- Check ongoing floods and cyclones
- Review disaster severity and affected populations
- Explore climate anomalies and related news
koala73/worldmonitor☆ 89.1KUpdated Oct 21, 2026
Organize new features, complex implementations, and architecture changes into the SPARC stages: specification, pseudocode, architecture, refinement, and completion. Define requirements and acceptance criteria, consult existing patterns, and record lessons for future work.
- Defining requirements for a new feature
- Organizing a complex implementation
- Planning an architecture change
ruvnet/ruflo☆ 78.1KUpdated Oct 21, 2026
Design and implement backend APIs, the interfaces applications use to exchange data. Cover authentication, input validation, error handling, tests, and documentation, while consulting stored implementation patterns and recording results for reuse in later development tasks.
- Add login and registration endpoints
- Build product create, read, update, and delete APIs
- Design REST or GraphQL interfaces
ruvnet/ruflo☆ 78.1KUpdated Oct 21, 2026
Review deployment evidence and recovery conditions when assessing a release. The skill directs the agent to consult the accompanying restore reference and include a timestamp in its decision, providing a narrowly defined release review procedure.
- Reviewing deployment evidence
- Checking recovery conditions for a release
- Preparing a release decision with a timestamp
rohitg00/ai-engineering-from-scratch☆ 72KUpdated Oct 21, 2026
Research a coding task before implementation and turn it into a detailed work plan with decisions, dependencies, and verification steps. The plan is written after approval, while code changes remain a separate workflow.
- Planning a large change before implementation
- Turning a vague request into concrete tasks
- Preparing a plan for another agent to execute
code-yeongyu/oh-my-openagent☆ 70.2KUpdated Oct 21, 2026
Turn a broad coding request into a concrete work plan grounded in the codebase. After user approval, it documents affected files, decisions, dependencies, and verification steps so a separate worker can carry out the implementation.
- Planning a large feature before coding
- Turning a vague request into defined tasks
- Preparing an implementation handoff
code-yeongyu/oh-my-openagent☆ 70.2KUpdated Oct 21, 2026
Set up Muse’s built-in Tailscale connector, join a private Tailscale or Headscale network, and check connection status. Use a TCP tunnel proxy to reach private machines and consult documentation about routing capabilities and supported limits.
- Set up the built-in Tailscale connector in Muse
- Join a Tailscale or Headscale network
- Check status and access private machines
asgeirtj/system_prompts_leaks☆ 70KUpdated Oct 20, 2026
Retrieve lab results and clinician notes from Function Health. Summarize biomarker names, collection dates, values, and reference ranges, and gather the available history for reviewing changes over time without filling gaps in the records.
- Reviewing lab values and reference ranges
- Gathering past lab results to review changes
- Reading clinician consultation notes
asgeirtj/system_prompts_leaks☆ 70KUpdated Oct 20, 2026
Official · RemotionFreeSummary Export videos or still images from Remotion using its command-line tools. The skill identifies the commands for each output type and points to option references, with a separate guide for rendering videos with transparent backgrounds.
- Export a Remotion video
- Render a still image from Remotion
- Find command options for rendering
remotion-dev/remotion☆ 66KUpdated Oct 21, 2026
Design or improve what you sell by reviewing customer value, deliverables, bonuses, guarantees, deadlines, naming, and payment terms. Identify weak parts of a service, course, or coaching offer and draft specific changes to test.
- Package consulting services for sale
- Review course bonuses and guarantees
- Diagnose why an offer is not converting
coreyhaines31/marketingskills☆ 55.8KUpdated Oct 20, 2026
Consult Sally, a UX and UI specialist, to translate user needs into interaction designs and UX specifications. The role considers unusual situations as well as everyday use, helping communicate clear design intent to architecture and implementation work.
- Discuss interaction flows based on user needs
- Clarify UX specifications for implementation
- Consider unusual situations in interface design
bmad-code-org/BMAD-METHOD☆ 54.4KUpdated Oct 20, 2026
Consult bundled technical documentation to understand and integrate Hindsight, a memory system for AI agents. Find guidance on storing and retrieving memories, API calls, configuration, deployment, SDKs, troubleshooting, and performance.
- Learning how memory storage and retrieval work
- Checking API endpoints and request parameters
- Planning server setup and SDK integration
vectorize-io/hindsight☆ 52.3KUpdated Oct 21, 2026
Find animation, short-video, and motion-effect references on 1human, including items saved in a shared human-agent library. Review sources and licenses to guide creative work, and publish creations only within the owner's explicit permission.
- Find references for a loading animation
- Use shared favorites to guide motion design
- Check source tutorials and creation recipes
sickn33/agentic-awesome-skills☆ 48.3KUpdated Oct 21, 2026
Design and implement web or iOS interfaces using the product’s existing components and design rules. Define required screen states and responsive behavior, consult optional visual references when useful, and inspect the rendered result when supported.
- Design screens that follow an existing product’s visual rules
- Define loading, empty, and error states
- Review responsive layouts before release
sickn33/agentic-awesome-skills☆ 48.3KUpdated Oct 21, 2026
Assess a new or existing AI project by examining its code, goals, and constraints. Recommend skills confirmed to exist in the available registry, then outline tasks and implementation phases with dependencies, completion criteria, and checks.
- Planning the first steps of a new AI project
- Assessing technical issues in an existing project
- Selecting relevant skills from an available registry
sickn33/agentic-awesome-skills☆ 48.3KUpdated Oct 21, 2026
Give an agent rules for consulting long-term memory before work and saving decisions, corrections, and failures afterwards. It helps carry preferences and project conventions across sessions while preserving dated history and making conflicting memories visible.
- Carry preferences and project conventions across sessions
- Record user corrections for future tasks
- Preserve the history of changed decisions
sickn33/agentic-awesome-skills☆ 48.3KUpdated Oct 21, 2026