Integration Patterns and Workflows

A compilation of practical workflow patterns that combine multiple MCPs, Skills, and sub-agents.

About This Document

MCPs demonstrate their true value when combined rather than used individually. This document organizes nine types of integration patterns that have proven effective in practice, grouping related patterns to show how they progressively build upon each other.

For example, to achieve the goal of "creating high-quality Japanese translations of RFCs," we can establish a workflow of deepl-mcp (translation) → xcomet-mcp-server (quality evaluation) → re-translation as needed, achieving equivalent or better quality at less than 1/100th of traditional translation costs. This document accumulates such practical knowledge as patterns.

Workflow Pattern Overview

The following mindmap organizes the available workflow patterns by their primary use case domains:

Pattern Groups

Each pattern is grouped with related patterns, organized as progressively evolving workflows.

Translation Workflows

Translation pipelines centered on DeepL + xCOMET. Progresses from basic translation through large-scale batch processing to glossary-integrated strict translation.

Pattern	Overview	Primary MCPs	Status
Pattern 1: Technical Document Translation	Basic DeepL + xCOMET translation flow	deepl + xcomet	✅ Verified
Pattern 2: Large-Scale Translation	Efficient batch processing for large volumes	deepl + xcomet	✅ Verified
Pattern 9: Glossary-Integrated Translation	Terminology-consistent translation via glossary	pdf-spec + deepl + xcomet	✅ Verified

Details: Translation Workflows

Specification Reference & Verification Workflows

From structural understanding of RFC specifications to automatic implementation checklist generation, supporting specification-compliant development.

Pattern	Overview	Primary MCPs	Status
Pattern 3: RFC Specification Verification	Structured understanding and implementation verification	rfcxml (+w3c)	✅ Verified
Pattern 5: Checklist Generation	Automatic implementation checklist from specifications	rfcxml	✅ Verified

Details: Specification Reference & Verification Workflows

Compliance Workflows

Clarifying the correspondence between legal requirements and technical specifications, systematically managing compliance.

Pattern	Overview	Primary MCPs	Status
Pattern 4: Legal × Technical Mapping	Clarifying legal-technical requirement correspondence	hourei + rfcxml	✅ Verified

Details: Compliance Workflows

Development Support Workflows

Streamlining everyday development tasks such as RxJS stream verification and debugging.

Pattern	Overview	Primary MCPs	Status
Pattern 6: RxJS Debugging	RxJS stream analysis and debugging	rxjs	✅ Verified

Details: Development Support Workflows

Documentation Generation Workflows

Automated technical documentation generation combining multiple MCPs. End-to-end processing from specification retrieval through multilingual output.

Pattern	Overview	Primary MCPs	Status
Pattern 7: Documentation Generation	Spec retrieval → diagrams → multilingual output	rfcxml + mermaid + deepl + xcomet	✅ Verified

Details: Documentation Generation Workflows

Multi-Agent Collaboration

Patterns where multiple sub-agents collaborate on large-scale tasks. Achieves high specialization and throughput through context isolation and parallel processing.

Pattern	Overview	Primary MCPs	Status
Pattern 8: Multi-Agent Collaboration	Coordinated work by specialized sub-agents	Composite + Sub-agents	✅ Verified

Details: Multi-Agent Collaboration

Workflow Selection Guide

Use this table to select the most appropriate workflow pattern for your use case:

Purpose	Recommended Pattern	Primary MCPs	Details Page
Technical Document Translation	Pattern 1/2	deepl + xcomet	Translation
Terminology-Consistent Translation	Pattern 9	pdf-spec + deepl + xcomet	Translation
Specification Understanding	Pattern 3	rfcxml	Spec Verification
Compliance Verification	Pattern 4	hourei + rfcxml	Compliance
Implementation Check	Pattern 5	rfcxml	Spec Verification
RxJS Debugging	Pattern 6	rxjs	Dev Support
Documentation Creation	Pattern 7	Composite	Doc Generation
Large-Scale Tasks	Pattern 8	Composite + Sub-agents	Multi-Agent