Complete 11-phase guide for building production-ready MCP (Model Context Protocol) servers with semantic layer integration. Covers foundation to deployment, including agent-centric design, tool development, testing, error handling, performance optimization, monitoring, security, governance, and semantic layer integration for business metrics. Use when build...
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Design
Prototype, inspect, and improve product UI, UX, and design implementation flows.
What team job or business role does the user need filled?
Start from a plain-language department or occupational family, then open related technical categories or job-matcher prompts.
- department or team-role discovery
- plain-language job briefs
- business outcome shortlists
- non-technical browsing
Start from user language
- Audit a product screen for UI, accessibility, and implementation drift.
- Turn a design brief into build-ready frontend tasks.
Sandbox-first next steps
Design candidates
Showing 12 of 4988. Adjust filters to narrow the review list without losing job context.
This skill unifies access to multiple financial data sources, delivering real-time quotes, historical data, and financial metrics with a single interface.
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This skill helps you implement robust MCP servers and clients with JSON-RPC 2.0, security, and performance best practices for AI integrations.
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This skill helps you design and expose MCP servers quickly with tools, resources, and prompts to extend Claude with custom capabilities.
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This skill helps you design and implement MCP server workflows for model context protocols, enabling reliable integration with external services.
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This skill helps you perform web searches, company research, and code context lookups using Exa AI for fresh, relevant results.
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This skill helps you build, configure, and execute MCP servers and tools, enabling seamless integration of external APIs for agent-centric workflows.
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This skill adds production-ready OAuth authentication to MCP servers on Cloudflare Workers, enabling Google Sign-In and user context with DCR.
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This skill helps you build and integrate MCP server patterns for Claude Code, enabling tool hosting, resource exposure, and robust server workflows.
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This skill provides proven MCP server patterns for building, securing, and debugging deployments with advanced authentication, UI, and tool integrations.
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This skill bootstraps a Python MCP server project with proper structure, tooling, and transport setup for rapid AI-driven workflows.
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This skill generates production-ready MCP servers in Python or TypeScript with Tools, Resources, and Prompts following best practices.
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Review links
Role-family pages stay focused on plain-language job review; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
4988 candidates for Design. Open matching profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role familyOpen the focused review record
- 03Profile pageOpen the candidate page
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-family candidates, job brief context, and finalist profile resources before action.