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"How to Manage AI Memory Effectively" matching MCP servers:
- Alicense-qualityCmaintenanceAn MCP server that adds engineering discipline to AI-assisted development, enforcing evidence-gated TDD, security review, backup strategy, and deployment generation to turn AI-generated code into production-ready software.5710MIT
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- Alicense-qualityCmaintenanceProfessional AI-powered architecture diagram generator with multi-cloud support and MCP server integration. Generates beautiful, accurate diagrams with provider-specific icons for AWS, Azure, GCP, Kubernetes, and more.10MIT
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Vibgrate AI Contextofficial
Alicense-qualityAmaintenanceLocal-first MCP server that gives AI assistants codebase intelligence—code graph, drift analysis, vulnerability attribution, and version-correct library docs—all from the user's machine.2,6913Apache 2.0
coderadiusofficial
Alicense-qualityAmaintenanceEnables AI agents to query architecture context, data contracts, and blast radius to prevent cross-repo architectural breakage before merging.30Apache 2.0
CodeGraphofficial
Alicense-qualityAmaintenanceBuilds a semantic graph of codebases across 38 languages and exposes 42 MCP tools for structured code understanding, search, and impact analysis.56Apache 2.0
Archaic MCP Serverofficial
Alicense-qualityDmaintenanceIntegrates Archaic's AI-powered architecture analysis with Claude Code, enabling interactive exploration of component connections, data flows, and system structure through natural language.36MIT- Alicense-qualityCmaintenanceGenerate 25+ types of hand-drawn Excalidraw diagrams - flowcharts, sequence, architecture, mind maps, ER, UML, kanban, bar/line/radar charts - from structured input with Sugiyama auto-layout and CJK support. Reads and modifies .excalidraw files, exports SVG. Python, local, no API keys required.3MIT
- Alicense-qualityDmaintenanceGenerates tailored system architecture recommendations based on business parameters like QPS, concurrent users, database type, and AI model size, providing resource allocation plans, middleware suggestions, and exportable architecture diagrams.122MIT
- AlicenseAqualityCmaintenanceModel Context Protocol server that lets AI agents drive StarUML programmatically — generate UML diagrams, execute commands, and manage elements and projects via HTTP.2170MIT
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