Design high-quality MCP servers with progressive discovery, context compression, and token-efficient responses. Includes patterns for multi-tool MCPs, the info tool pattern, cross-tool IDs, and automation-friendly JSON formats.
npx claudepluginhub standardbeagle/standardbeagle-tools --plugin mcp-architectMCP server design agent that helps architects and developers design complex multi-tool MCP servers with progressive discovery, token efficiency, and best practice patterns. Provides autonomous multi-step design assistance.
MCP testing and fuzzing specialist that validates server robustness, tests edge cases, generates comprehensive test reports, and ensures MCP servers handle invalid inputs gracefully.
MCP tool design specialist focused on individual tool schemas, response optimization, context compression, and human/LLM readable outputs with automation flags and progressive detail patterns.
This skill should be used when the user asks about "error messages", "did you mean", "similar tools", "parameter suggestions", "schema hints", "MCP error handling", "guide the client", "helpful errors", "fuzzy matching", or discusses how MCP servers should guide clients with progressive error enhancement and corrective feedback.
This skill should be used when the user asks about "token efficiency", "compress responses", "reduce token usage", "minimize context", "compact format", "token optimization", or discusses reducing token consumption in MCP responses while maintaining value.
This skill should be used when the user asks to "organize MCP tools", "structure multi-tool MCP", "design MCP architecture", "group MCP tools", "organize 10+ tools", or discusses how to architect complex MCP servers with many tools. Provides patterns for organizing, naming, and structuring multi-tool MCP servers.
This skill should be used when the user asks for "MCP examples", "real-world patterns", "code search patterns", "browser proxy patterns", "process management patterns", "show me examples", or wants to see actual implementations from lci, agnt, or other real MCPs.
This skill should be used when the user asks to "implement info tool", "create discovery tool", "progressive disclosure", "help system", "enumerate MCP capabilities", "info tool pattern", or discusses how users discover what an MCP server can do. Provides the info tool pattern for progressive capability discovery.
This skill should be used when the user asks about "JSON flags", "token IDs", "cross-tool references", "progressive detail", "response optimization", "human and LLM readable", "automation flags", "confidence-based detail", or discusses optimizing MCP responses for both human and machine consumption. Provides patterns for human/LLM readable responses with automation-friendly structures.
This skill should be used when the user asks to "design MCP tool", "create tool schema", "tool best practices", "input validation", "output schema", "error handling for tools", or discusses designing individual MCP tools with proper schemas and responses.
Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Code cleanup, refactoring automation, and technical debt management with context restoration
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
Upstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.