Comprehensive guide for creating Model Context Protocol (MCP) servers. Use when building MCP servers, integrating external APIs, or creating tool interfaces for LLMs.
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Research
Search, retrieve, synthesize, and preserve knowledge with traceable sources.
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
- Create a sourced research brief from public material.
- Find comparable tools and preserve citation links.
Sandbox-first next steps
Research candidates
Showing 12 of 4731. Adjust filters to narrow the review list without losing job context.
This skill helps you build high-quality MCP servers to enable LLMs to safely interact with external services via well-designed tools.
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This skill guides building high-quality MCP servers enabling LLMs to safely interact with external services through thoughtful tool design.
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This skill guides you in building high-quality MCP servers to enable LLMs to securely interact with external services.
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This skill generates MCP capability declarations from tool and resource inventories, including versioning and feature flag setup for seamless server
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A research-to-implement pipeline that chains 5 MCP tools for end-to-end workflows.
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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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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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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.
4731 candidates for Research. 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.