mcp-architect

Plugin mcp-architect from marketplace standardbeagle-tools in standardbeagle/standardbeagle-tools. Commands read from the repo's manifest — 4 days ago.

Skills (13)

• mcp-architect-analyze-mcp

  Analyze existing MCP server implementation for optimization opportunities and best practice compliance. 分析現有MCP服務器實現，識別優化機會與最佳實踐合規性。

• mcp-architect-citation-verification-pattern

  4-layer shape for MCP tools emitting source-linked claims — source-exists, claim-derivable, no-over-extension, no-hallucinated-cite. Use when: MCP tool returns sourced facts, summaries, citations; readers follow output links; reviewing research/synthesis/doc-gen server citing URLs/file-paths/memory-

• mcp-architect-client-guidance

  MCP error responses guide clients toward success via progressive enhancement, similar-tool suggestions, parameter corrections, schema hints. 錯誤即漸進引導、模糊匹配、模式提示。 Use when: error messages, did-you-mean, similar tools, parameter suggestions, schema hints, MCP error handling, guide client, helpful errors

• mcp-architect-conflict-aware-response

  Response schema for MCP tools consuming 2+ sources — surface disagreement structurally, no silent winner-pick. conflicts[] only when sources disagree. Use when: MCP tool synthesizing across sources (research synthesis, multi-doc Q&A, cross-reference, multi-source memory recall), tool answering with

• mcp-architect-context-compression

  Maximize info per token in MCP responses via abbreviation, schema optimization, selective fields, efficient formatting. 壓縮MCP響應、token預算分配。 Use when: token efficiency, compress responses, reduce token usage, minimize context, compact format, token optimization, reducing MCP response token consumption

• mcp-architect-design-mcp

  Design new MCP server with interactive guidance and generate comprehensive JSON skeleton specification. 交互式引導設計新MCP服務器，生成完整JSON骨架規範。

• mcp-architect-mcp-architecture

  Patterns for organizing, naming, and structuring multi-tool MCP servers (10+ tools). 多工具MCP服務器架構、分組、命名慣例。Use when: 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 tool

• mcp-architect-mcp-examples

  Real-world MCP patterns from production servers. 實例展示搜碼、瀏覽器代理、進程管理諸模式。Use when: 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.

• mcp-architect-multiview-retrieval-pattern

  Retrieval MCP progressive disclosure: default single mode; dense/lexical/symbolic/multiview opt-in flags. Index-once query-many. Use when: retrieval MCP over corpus with multiple index types (semantic + lexical + symbolic + graph), tool hitting recall cliff on multi-hop, consumers want opt-in expens

• mcp-architect-progressive-discovery

  Info/discovery tool pattern for layered MCP capability exploration. 漸進披露能力、info工具模式。Use when: 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 MCP server can do.

• mcp-architect-recommender

  mcp-architect 唯一自動網關 — route MCP-server design/architecture intent to right manual skill. Use when: design or analyze MCP server, organize multi-tool MCP, tool schema/error/response design, token-efficient responses, progressive discovery, retrieval modes, citation or conflict response shapes, MCP e

• mcp-architect-response-optimization

  Patterns for human/LLM-readable MCP responses with automation flags, token/ID cross-tool references, confidence-based progressive detail. 人機雙讀響應、自動化標誌、token優化。 Use when: JSON flags, token IDs, cross-tool references, progressive detail, response optimization, human and LLM readable, automation flags,

• mcp-architect-tool-design

  Design individual MCP tools with clear input/output schemas, error handling, token-efficient responses. 單工具設計、I/O模式、漸進詳情、錯誤處理。 Use when: design MCP tool, create tool schema, tool best practices, input validation, output schema, error handling for tools, designing individual MCP tools with proper sch

Subagents (3)

• mcp-architect

  MCP server design agent that helps architects and developers design complex multi-tool MCP servers with progressive discovery, token efficiency, and best practice patterns. 複雜MCP服務器設計、架構模式、JSON設計規範生成。Use when: user needs help designing a complex MCP server, wants to architect tool organization, need

• mcp-fuzzer

  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測試與模糊測試専家，驗證健壯性、生成測試報告。Use when: user needs to test an MCP server, validate robustness, fuzz test tools, or verify

• tool-designer

  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. 單工具設計専家，優化模式、壓縮、漸進詳情。Use when: user needs to design a specific MCP tool, optimize tool responses, implement

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