"Architecture for automating quality assurance with services" matching MCP servers:

• mcp-services

  san-npm

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  license

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  quality

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  maintenance

  Multi-tool MCP server for AI agents with 29 tools across web scraping, SEO analysis, screenshot and PDF generation, domain intelligence, content extraction, multi-chain EVM blockchain queries, and security toolkit. Free tier available with no auth required.

  Last updated 2026-03-10

  16

  1

  MIT

• Quality Dimension Generator

  magenie33

  F

  license

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  quality

  D

  maintenance

  Generates precise, measurable quality evaluation standards and scoring criteria for any task, transforming vague requirements into specific dimensions that guide execution and improve work quality.

  Last updated 2025-09-22

• AI Quality Gate

  mustafacagri

  A

  license

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  quality

  B

  maintenance

  🚀 Kill the Junior AI Era. 🤖 Level up your AI code to Principal standards. No more sloppy lines or junior mistakes. Automated ESLint ✨ TypeScript 🔧 Prettier 🎨 SonarQube 🛡️ Security 🔒 Complexity 📊 in seconds. High-stakes quality, forced to ship only the best. ⚡🏆 Goodbye, bad code. Hello, Principal Engineer. 🚀✨

  Last updated 2026-04-01

  29

  44

  MIT

• Quality QR MCP

  silly-geese

  F

  license

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  quality

  C

  maintenance

  MCP server for creating and managing trackable QR codes. 6 tools, 12 QR types, scan analytics.

  Last updated 2026-04-12

• Video Quality MCP Server

  hlpsxc

  F

  license

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  quality

  D

  maintenance

  Enables comprehensive video quality analysis including metadata extraction, GOP structure analysis, quality metrics comparison (PSNR, SSIM, VMAF), artifact detection, and transcoding effect assessment through FFmpeg-based tools.

  Last updated 2026-01-06

  5

• MMI Architecture Analyzer

  lady-logic

  F

  license

  B

  quality

  C

  maintenance

  An MCP server for evaluating C# project architecture quality using the Modularity Maturity Index (MMI) framework. It provides tools for detecting layering violations, circular dependencies, and encapsulation issues with interactive D3.js visualizations.

  Last updated 2026-01-24

  9

• With-MCP

  janwilmake

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  license

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  quality

  C

  maintenance

  Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.

  Last updated 2025-10-26

  4

  34

  MIT

• Local Services MCP Server

  ag2-mcp-servers

  F

  license

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  quality

  C

  maintenance

  A Multi-Agent Conversation Protocol Server that provides access to Google's Local Services API, enabling interaction with local service businesses information through natural language commands.

  Last updated 2025-07-16

• HHS Media Services API MCP

  ag2-mcp-servers

  F

  license

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  quality

  C

  maintenance

  A Multi-Agent Conversation Protocol Server that provides a natural language interface to the U.S. Department of Health & Human Services (HHS) Media Services API, allowing users to access health-related data and media resources through conversational AI.

  Last updated 2025-07-16

• MCP Server for EAI Services

  iamsumit-git

  F

  license

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  quality

  C

  maintenance

  Implements a Multi-Channel Platform Server that integrates with existing Enterprise Application Integration services, providing tools and endpoints to securely fetch network reports and access management features.

  Last updated 2025-08-01

• OCI Core Services FastMCP

  adibirzu

  -

  license

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  quality

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  maintenance

  A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that enables management of compute instances and network operations with LLM-friendly structured responses.

  Last updated 2025-09-04

  1

• Game Services MCP Server

  ag2-mcp-servers

  F

  license

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  quality

  C

  maintenance

  An MCP server that enables interaction with Google Cloud Game Services API, allowing users to manage game server deployments, realms, and configurations through natural language.

  Last updated 2025-07-16

  1
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  IBM Core Content Services MCPofficial

  ibm-ecm

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to interact with IBM FileNet Content Manager for document and folder management, including creation, updates, check-in/out, search, metadata management, and text extraction operations.

  Last updated 2026-04-06

  26

  11

  Apache 2.0

• MCP Server for Splunk

  deslicer

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-05-04

  53

  22

• mcp-for-docs

  shayonpal

  A

  license

  B

  quality

  F

  maintenance

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

  GPL 3.0

• Enhanced Architecture MCP

  autoexecbatman

  F

  license

  C

  quality

  C

  maintenance

  A collection of Model Context Protocol servers providing advanced capabilities for AI assistants including professional accuracy enforcement, tool safety protocols, user preference management, and intelligent context monitoring.

  Last updated 2025-07-14

  5

• MCP for Vivado

  lzw12123

  F

  license

  C

  quality

  C

  maintenance

  An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

  Last updated 2026-04-08

  15

  3
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  Log Analyzer with MCPofficial

  awslabs

  A

  license

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  quality

  D

  maintenance

  A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.

  Last updated 2026-04-27

  158
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  Azure Analysis Services MCPofficial

  CDataSoftware

  A

  license

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  quality

  C

  maintenance

  Azure Analysis Services MCP Server by CData

  Last updated 2025-10-18

  MIT
• 

  SharePoint Excel Services MCPofficial

  CDataSoftware

  A

  license

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  quality

  C

  maintenance

  SharePoint Excel Services MCP Server by CData

  Last updated 2025-10-18

  MIT