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maintenanceEnables coding agents to write repository documents (READMEs, RFCs, design docs, ADRs) from verified codebase facts, using a separate model for drafting and agent fact-checking for accuracy.
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"OCR agent" matching MCP servers:
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- AlicenseAqualityBmaintenanceAn 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.175AGPL 3.0
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- AlicenseCqualityAmaintenanceAn MCP server implementing Spec-Driven Development workflows for AI-agent CLIs and IDEs like Claude Code and Cursor, enabling spec-first development with automated workflow guidance and quality checks.1610348MIT
- FlicenseCqualityBmaintenanceA TypeScript-based MCP server that automatically generates structured technical presentation PPTX files via deck JSON and layout engine.9
- Alicense-qualityCmaintenanceEnables an agent to inspect and replace .petrinet source code open in a live browser page of the Velocitron simulator.MIT
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- Alicense-quality-maintenanceEnables AI agents like Claude to interact with Figma designs through 50+ tools for creating, styling, and manipulating design elements, components, and variables via a WebSocket relay and Figma plugin.
- Alicense-qualityCmaintenanceA remotely-hosted MCP server that generates Azure architecture diagrams from agent-generated topology descriptions, with safe execution and consistent styling.MIT
- Flicense-qualityBmaintenanceAn MCP (Model Context Protocol) server that exposes a live Outflow architecture graph of a repository as context for AI coding agents — Claude Code, Claude Desktop, or any other MCP-compatible client. Lets an agent ask "what does this file depend on", "what breaks if I change this", or "did my last batch of edits introduce a circular dependency" against your workspace's real, currently-live graph.33
- Flicense-qualityAmaintenanceAn MCP server that gives an AI agent read and write access to a live SysML v2 model through the vendor-neutral OMG SysML v2 REST API.
- Flicense-qualityDmaintenanceEnforces agent design system compliance with tools to check guards, explain gaps, issue receipts, suggest fixes, and export audits.
- Flicense-qualityCmaintenanceGenerates hand-drawn Excalidraw diagrams from natural language prompts or structured descriptions, with tools for creating, listing, and opening diagrams directly in the browser.
- Flicense-qualityAmaintenanceMCP bridge to live SysML v1 models in CATIA Magic / Cameo Systems Modeler (No Magic MSoSA). Lets Claude Code or any MCP agent query, audit, and edit MBSE models — blocks, requirements, diagrams, parametrics, traceability — over a local, air-gapped connection.
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