A
license-
qualityB
maintenanceScans AWS environments and generates professional architecture diagrams showing VPC networking, compute, storage, and security resources.
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MIT
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"AWS Cost and Usage Analysis with Cost Optimization Recommendations" matching MCP servers:
- Alicense-qualityDmaintenanceA Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.Last updated1MIT
- AlicenseAqualityBmaintenanceEnables AI agents to design cloud architectures, run cost/performance simulations, and draw them on a Pinpole canvas directly from Claude Code, Cursor, and OpenAI Codex.Last updated922MIT
- Alicense-qualityBmaintenanceEnables LLMs to model, validate, and analyze multi-cloud infrastructure as a typed graph, with tools for IaC import/export, cost estimation, and architecture review.Last updated385Apache 2.0
- Flicense-qualityDmaintenanceGenerates formal string diagram visualizations of Lushy brick compositions, enabling zero-cost diagram generation and recursive self-documentation based on category theory.Last updated
- Flicense-qualityDmaintenanceProvides cloud architecture analysis, recommendations, and artifacts (diagrams, ADRs, deployment comparisons) for any project, supporting AWS, GCP, and Azure.Last updated1
- AlicenseAqualityBmaintenanceAI-native architecture diagramming for MCP clients (Claude Code, Cursor, Windsurf). The calling agent authors the graph (nodes, groups, edges); Flowgraf validates it, lays it out deterministically with ELK, renders an SVG + Mermaid, and returns a link to a live, editable canvas you can refine by chat, drag, or one-click AI design review. Agent-authored ops — no API key and no LLM cost to the calleLast updated3492MIT
- AlicenseAqualityBmaintenanceEnables Claude Desktop and other MCP clients to list, read, export, and create Cloudcraft cloud-architecture blueprints, as well as snapshot AWS resources.Last updated9MIT
- AlicenseAqualityFmaintenanceA research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini's generous free tier for deep codebase analysis without burning your main model's quota!Last updated6108Mozilla Public 2.0
- AlicenseAqualityBmaintenanceLocal-first MCP server for storing and managing project architecture, modules, data flow, and usage examples with complete privacy.Last updated28145MIT
- AlicenseAqualityAmaintenanceMCP server for rendering 35+ diagram types — sequence, flowchart, ER, C4, gantt, mindmap, infra, and more — to SVG/PNG with browser preview. Local rendering with palette/theme support and shareable diagrammo.app URLs.Last updated116651MIT
- FlicenseAqualityBmaintenanceMCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, CNCF, Devicon) with 3-tier search and multiple output formats for integration into presentations and architecture diagrams.Last updated7
- AlicenseAqualityAmaintenanceArchitecture diagram with concurrency capacity and bottleneck estimates from any codebase.Last updated2MIT
- AlicenseAqualityCmaintenanceEnables AI assistants to understand and analyze Spring Boot codebases through static analysis, allowing natural language queries about endpoints, classes, dependencies, and architecture without running the application.Last updated13MIT
- AlicenseAqualityDmaintenanceTech stack recommendations for developers. Deterministic 6-dimension scoring across 30+ technologies. 4 free tools, Pro features with API key.Last updated101009MIT
- AlicenseAqualityAmaintenanceCross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, and TypeScript. Indexes source code into embedded KuzuDB via tree-sitter and exposes 30+ tools for call-flow tracing, multi-hop taint analysis (OWASP/CWE/PCI/STIG), entry-point reachability filtering, performance hotspot detection, and license compliance — without reading source files. 95% fewer tokens vs source-readLast updated331MIT
- AlicenseAqualityCmaintenanceAn architecture consulting server that reviews multi-agent systems against a knowledge graph of patterns derived from expert literature. It provides grounded recommendations with chapter citations, maturity scoring, and interactive architecture diagrams to identify and fix structural gaps.Last updated175AGPL 3.0
- AlicenseAqualityCmaintenanceScore your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.Last updated81MIT
- AlicenseAqualityDmaintenanceA specialized architecture design MCP server that enables AI-assisted developers to plan optimal system structures through interactive consultations. It generates structured ARCHITECTURE.md and .ai-context.yaml files to guide AI coding tools in building scalable and cost-effective infrastructure.Last updated662MIT
- FlicenseAqualityDmaintenanceEnables AI agents to interact with Figma to create, read, and manage designs using the Figma REST API and a dedicated plugin. It supports advanced features like UI generation from text, webpage reconstruction in Figma, and design token synchronization with codebases.Last updated20
