Extract and analyze key architectural and design decisions from conversation logs with importance scoring and keyword extraction, supporting both English and Korean.
MIT
305,087 tools. Last updated 2026-07-22 19:24
"A server for finding architectural design resources" matching MCP tools:
- Get boilerplate templates and architectural explanations for modern Fortran design patterns, including factory, singleton, observer, and more.MIT
- Submit architectural questions to receive expert guidance on system design, scalability, and technical decision-making. Provide optional context for tailored recommendations.MIT
- Consult Ollama AI models for architectural decisions, code reviews, and design discussions. Supports sequential chaining for complex multi-step reasoning.MIT
- Analyzes a repository to generate a Knowledge Extraction Report with architectural insights, design decisions, data flow, strengths, risks, and learning paths.MIT
- Analyze design documents, UI/UX mockups, or architectural diagrams to identify usability issues, accessibility concerns, aesthetic inconsistencies, and potential design flaws.Apache 2.0
Matching MCP Servers
- AlicenseBqualityFmaintenanceA Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.Last updated124MIT
- AlicenseBqualityFmaintenanceWeb scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.Last updated2241MIT
Matching MCP Connectors
Guide user-led frontend design decisions from project brief through implementation review.
Design Feeds MCP.
- Generate architectural design feedback using natural language input and maintain context with optional conversation ID through POST requests to the LLM Architect tool on the MCP Server Template platform.ISC
- Validate server connections, list domains, and manage resources for infrastructure oversight using server UUID and action parameters.MIT
- Record, search, and update project design decisions with rationale, outcomes, and dependencies. Get reminders for overdue check-ins.MIT
- Breaks down complex tasks into interactive, sequential plans with revision and branching for project planning, system design, and architectural decisions.
- Analyze a local project directory to perform a deep architectural audit, identifying design issues and dependencies.
- Detect design patterns, architectural styles, and structural insights in your project architecture. Filter by pattern type and confidence threshold.MIT
- Stop the transport session for a specific device, freeing its resources, without affecting other running sessions.Apache 2.0
- Searches for images using Brave Search API. Useful for finding pictures of people, places, design ideas, and art inspiration.MIT
- Compare a design against a rendered implementation and get structured discrepancies. Provide a Figma URL, design image, or component description to produce a report of visual differences.MIT
- Search audit findings by title, severity, or status to check for duplicates before creating a new finding or to locate a specific finding for update or evidence attachment.MIT
- Retrieve curated architectural rules for a specific task type. Returns only the 2–3 relevant rule files for tasks like adding tools, services, or debugging pipelines.MIT
- Search for trusted tools, articles, and resources recommended by domain experts, with explanations of their value.MIT
- Compare component output against a reference image to verify design accuracy. Returns pixel diff percentage and pass/fail status for design QA.MIT
- Retrieve relevant learnings for the current task context. Returns scored warnings and architectural patterns based on step number, components, and domain.AGPL 3.0