The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
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Pipeline PRD through architecture to threat modelworkflowProductEngineeringL3
mishkan-init · Fast-tracking project bootstrap by starting research stages as soon as their upstream dependencies become available.
Search and retrieve icons from 116 style packsmcp_serverProductL2
icons8mpc · Generate icon assets for UI projects when needing massive, styled collections with style consistency.
Query and edit Notion databasesmcp_serverOpsProductL2
notion-mcp-server · When you need notion-mcp-server capabilities in your MCP stack
Sync ClickUp tasks with AI agentsmcp_serverOpsProductL3
clickup-mcp-server · When you need clickup-mcp-server capabilities in your MCP stack
Control product catalog visibility for agentsmcp_serverProductL4
catalog-mcp · Agent access to product catalogs with strict isolation, live pricing, and role-based visibility.
Query LaunchDarkly feature flagsmcp_serverProductEngineeringL2
mcp-server · Letting AI agents query and evaluate LaunchDarkly flags without CLI or API docs.
Design files with natural languagemcp_serverProductL3
mcp · Letting AI agents design or modify Penpot files directly via natural language.
Solve algebra and symbolic math instantlymcp_serverProductEngineeringL2
math-mcp · Letting AI agents solve math problems and algebra without leaving the chat.
Control Figma design systems programmaticallymcp_serverEngineeringProductL3
figma-console-mcp · Unable to determine - artifact body truncated at 6000 chars.
Discover pre-built UI componentsmcp_serverEngineeringProductL2
mcp · Discovering and integrating pre-built Magic UI components into LLM workflows
Generate and edit diagrams visuallymcp_serverProductMarketingL2
mcp · Generating and editing visual diagrams from structured data in AI conversations
Integrate feature flags into AI workflowsmcp_serverProductEngineeringL2
mcp · Integrating feature flag management and A/B test data into AI decision workflows
Integrate SmartBear QA and testing toolsmcp_serverEngineeringProductL2
mcp · Integrating test management, defect tracking, and API design into AI-assisted development
Sync AI tasks with Shortcut project managementmcp_serverOpsProductL2
mcp · Syncing AI-generated tasks and code with Shortcut project management
Render 3D visualizations in MCP appsmcp_serverProductEngineeringL2
server-threejs · Immersive 3D visualization in MCP apps using WebGL-accelerated Three.js rendering.
Detect unintended UI changes automaticallymcp_serverProductEngineeringL3
testsprite-mcp · Automated visual regression testing with MCP integration for detecting unintended UI changes in CI.
Discover components from live Storybook docsmcp_serverEngineeringProductL2
mcp · AI agents discovering and learning about component libraries from live Storybook documentation.
Route logistics with real-time geospatial analysismcp_serverOpsProductL2
mcp-server · AI travel assistants and logistics optimizers that need real-time routing and geospatial analysis.
Implement Figma designs in one shotmcp_serverEngineeringProductL2
figma-developer-mcp · Cursor and other AI IDEs that need clean, simplified design metadata to one-shot accurate component implementations.
Automate Redmine issue creation and updatesmcp_serverOpsProductL2
redmine-mcp-server · Teams using Redmine that want AI-assisted issue creation, updates, and project management.
Query blockchain data and token pricesmcp_serverFinanceProductL2
mcp-server · DeFi agents querying token prices, NFT ownership, and transaction history.
Manage stories and feature workflowsmcp_serverProductL2
targetprocess-mcp-server · Use when agents need to generate test cases, manage feature workflows or scope bugs from stories.
Manage backlog stories in Elixiummcp_serverProductL2
mcp-server · Use when agents need to manage backlog stories directly from editor.
Query IoT devices via Cariot platformmcp_serverOpsProductL2
cariot-mcp-server · When you're querying Cariot IoT devices and want a simple REST API bridge in MCP form with per-request authentication.
Read update Notion database entries programmaticallymcp_serverOpsProductL2
notion-mcp-server · Reading and updating Notion database entries from AI agents programmatically.
Assume product owner rolecommandProductL1
po · Managing product backlog and feature documentation.
Analyze with business perspectivecommandProductL1
ba · Solutioning Claude Code Config Manager features through multi-expert analysis and wireframe-driven design.
Generate feature specificationcommandProductL1
s · Turning vague feature ideas into testable specifications with clear acceptance criteria.
Review engineering rule flagscommandProductL1
keb · Determining if a flagged rule is a real bug, deliberate pattern, or framework limitation.
Audit UX and accessibilitycommandProductL1
ux · Comprehensive accessibility auditing against 10 usability heuristics + WCAG.
Break features into GitHub issuescommandProductL1
po · PM-style decomposition of vague features into executable, dependency-ordered tasks.
Generate actionable UX specscommandProductL1
ux · Creating detailed, implementable UX specs for solo/junior frontend developers.
Generate project recap visualizationcommandProductL1
project-recap · Refreshing mental model of project state after weeks away or before planning
Deep-craft solutions from first principlescommandProductL1
ultrathink · Tackling ambiguous problems where you need to question everything and design from first principles
Validate features through UATcommandProductL1
gsd:verify-work · Ensuring quality gate before work moves to done (prevents 'done' from meaning 'not verified')
Build interactive product requirementscommandProductL2
prd-maker · Feature scoping when you need to transform a vague idea into a junior-developer-ready spec through structured clarification.
Convert ChatGPT conversations into research specscommandProductL1
import-from-chatgpt · Research workspace bootstrap when you want to convert a ChatGPT exploration into a structured Tao project.
Create immutable project North Star documentscommandProductL1
ns-create · Project anchoring when you need an immutable baseline of success criteria that constrains all future decisions.
Start interactive UI design sessionscommandProductL1
ui-session · Frontend teams needing rapid visual feedback loop without manual page reloads or Git complexity.
Plan demo-driven sprint slicescommandProductL1
plan-sprint · Teams running time-boxed sprints on modular features where end-to-end vertical slices are critical for demo readiness.
Extract problem statements and justificationscommandProductL1
why · Finance/product teams requiring problem validation before spec work; catches missing evidence early.
Create feature specifications from descriptionscommandProductL1
speckit.specify · Agile teams converting informal feature requests into structured specs without heavyweight process overhead.
Read and clarify feature specificationscommandProductL1
clarify · Quick clarification before moving to planning; filters out avoidable ambiguity without heavyweight refinement meetings.
Create new page in appcommandEngineeringProductL1
new-page · Rapid MDS prototyping page creation with automatic layout grid and component discovery.
Scaffold new feature workflowcommandEngineeringProductL2
new-feature · Standardized Bock language feature development with test-first discipline.
Create digital garden contentcommandMarketingProductL1
create · Publishing atomic knowledge notes with enforced taxonomy, proper linking, and validation before commit.
Extract design system valuescommandProductL1
devlyn.design-system · Single-source-of-truth design system when consistency across products is required
Improve UI with design agentcommandProductL2
improve-ui · Systematically redesigning components against a strict design system to prevent visual drift and generic LLM output.
Plan and execute epic workflowcommandProductL2
pf-epic · Managing large multi-repo epics where brainstorm→plan→execution→review is the governance gate
Execute track plan via TDD workflowcommandProductL2
Conductor Implement · Driving large multi-phase development projects where atomic task state, phase gating, and learning capture are critical