A
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qualityA
maintenanceStatic codebase analysis as MCP tools — give AI coding agents a map of your repo instead of letting them burn half their tokens rediscovering it file by file.
47
MIT
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"Context compression techniques and methods" 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.1MIT
- AlicenseBqualityDmaintenanceAn MCP server for managing Domain-Driven Design models using Context Mapper's CML, with tools to create, update, and visualize bounded contexts, aggregates, and relationships.47411MIT
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- AlicenseAqualityAmaintenanceModel Context Protocol (MCP) server for @imqueue — lets AI coding agents (Claude Code, Cursor and others) search the docs, scaffold typed services & clients and use @imqueue/cli live.6132,4241GPL 3.0
- AlicenseAqualityAmaintenanceGenerates UML and other diagrams (30+ types) via the Model Context Protocol, supporting multiple output formats and deployment options.492MIT
- AlicenseAqualityDmaintenanceEnables analysis of any GitHub repository to get architecture, file roles, execution flows, system design Q\&A, and structured agent context. Works with MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.631MIT
- AlicenseAqualityCmaintenanceA cross-project knowledge graph for MCP that maps features across mobile, backend, and admin codebases, giving AI agents full-stack context.16461MIT
- AlicenseAqualityCmaintenanceModel Context Protocol server that lets AI agents drive StarUML programmatically — generate UML diagrams, execute commands, and manage elements and projects via HTTP.2145MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server that converts Mermaid diagram code into various image formats (PNG, JPG, SVG, PDF) with theme customization options for AI clients.39MIT
- AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) server that provides tools for interacting with OpenROAD and ORFS (OpenROAD Flow Scripts).1012BSD 3-Clause
- AlicenseBqualityDmaintenanceEnables AI assistants like Claude to create and edit electronic circuit diagrams using the schemdraw library through the Model Context Protocol.93MIT
- AlicenseBqualityAmaintenanceEnables AI agents to programmatically create, modify, and analyze Draw.io diagrams through the Model Context Protocol. Supports generating architectural diagrams, flowcharts, and visualizations with bidirectional communication between AI systems and Draw.io.13921,434MIT
- AlicenseBqualityAmaintenanceBig Indexer provides architecture-aware context (boundaries, seams, impact scope, and BGI-TWIN tools).123Apache 2.0
- AlicenseCqualityDmaintenanceEnables AI models to create and manage various types of diagrams (flowcharts, UML, network diagrams, etc.) via the Model Context Protocol.26926ISC
componecatofficial
Alicense-qualityCmaintenanceEnables AI agents to access an organization's software component catalog, including entities, relationships, interfaces, documentation, and team ownership, for grounded context and impact analysis.MIT
coderadiusofficial
Alicense-qualityAmaintenanceEnables AI agents to query architecture context, data contracts, and blast radius to prevent cross-repo architectural breakage before merging.31Apache 2.0- Alicense-qualityCmaintenanceScans AWS environments and generates professional architecture diagrams showing VPC networking, compute, storage, and security resources.MIT
- Alicense-qualityCmaintenanceProvides tools for creating, deleting, and querying nodes and edges in Excalidraw diagrams, enabling diagram editing via LLM interfaces.964MIT
- Alicense-qualityBmaintenanceAn MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.22MIT