"Powerful MCP servers with licensing, quality standards, and maintenance support" matching MCP servers:

• MCP Standards

  airmcp-com

  A

  license

  B

  quality

  F

  maintenance

  A self-learning AI standards system that automatically detects patterns from user corrections and updates AI configuration files. Learns from repeated corrections (like 'use uv not pip') and automatically generates CLAUDE.md and other AI assistant configuration files.

  Last updated 2025-11-30

  9

  3

  MIT

• standards-mcp

  anotherben

  A

  license

  -

  quality

  B

  maintenance

  Transforms static coding standards into a queryable live data store for AI agents, delivering task-specific rules and fix guidance on demand. This optimizes context window usage through progressive disclosure, ensuring agents apply relevant governance without loading massive documentation.

  Last updated 2026-04-02

  2

  MIT

• MCP Servers with Pyppeteer

  devalexandre

  A

  license

  -

  quality

  C

  maintenance

  A tool that enables automated browser control using Pyppeteer within the MCP framework, allowing navigation, screenshot capture, and element interaction with websites.

  Last updated 2025-03-10

  Apache 2.0

• mcp-coding-standards

  KarateJB

  A

  license

  A

  quality

  D

  maintenance

  A server providing programming guidelines and coding standards for multiple languages, enabling access and search of best practices for C#, Go, JavaScript, Python, and TypeScript.

  Last updated 2026-05-05

  3

  11

  MIT

• Darwin Standards MCP Server

  fernandogjrtcv

  A

  license

  A

  quality

  -

  maintenance

  Provides standards documentation and validation tools for the Darwin platform, including naming conventions and agent card validation. It enables AI agents to search platform standards and access resource templates for design and implementation.

  Last updated 2026-01-24

  6

• mcp-cisco-support

  sieteunoseis

  A

  license

  B

  quality

  B

  maintenance

  A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Support APIs with comprehensive security and dual transport support. This extensible server provides access to multiple Cisco Support APIs including Bug Search, Case Management, and End-of-Life information.

  Last updated 2026-04-02

  21

  37

  27

  MIT

• Predictive Maintenance MCP

  LGDiMaggio

  A

  license

  B

  quality

  C

  maintenance

  Enables AI assistants to analyze vibration data, detect machinery faults, and generate professional diagnostic reports through natural conversation.

  Last updated 2026-05-15

  46

  41

  MIT

• MCP Standards Server

  williamzujkowski

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server that provides intelligent, context-aware access to development standards, enabling LLMs to automatically select and apply appropriate standards based on project requirements.

  Last updated 2026-05-25

  3

  MIT

• AI Quality Gate

  mustafacagri

  A

  license

  -

  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

  40

  42

  MIT

• Multiple MCP Servers Framework

  ahmad-act

  A

  license

  -

  quality

  C

  maintenance

  Provides a framework for running multiple MCP servers using FastAPI, stdio, and streamable-http transports, with an echo tool for testing and integration with MCP Inspector.

  Last updated 2025-07-01

  4

  MIT

• Engineering Standards MCP

  ifoundry

  F

  license

  -

  quality

  C

  maintenance

  Provides AI assistants with structured access to an organization's engineering standards, practices, and processes through searchable knowledge base with CRUD operations and multi-dimensional organization.

  Last updated 2025-12-11

  1

• code-quality-mcp

  Javier-Morenosa

  -

  license

  -

  quality

  -

  maintenance

  Provides deterministic Python code quality analysis using flake8, mypy, McCabe, and vulture, enabling LLMs to access real linting and type checking results.

  Last updated 2026-05-17

  1

• engineering-standards

  rajgurung

  -

  license

  -

  quality

  -

  maintenance

  Enforces team engineering standards across Git, code review, Rails, frontend, deployment, incidents, observability, API design, database, ADRs, and technical debt, with tools for branch name and commit message validation.

  Last updated 2026-05-27

• memory-quality-mcp

  ladyiceberg

  -

  license

  -

  quality

  -

  maintenance

  Audits your Claude Code memory store with 4-dimension quality scoring and actionable cleanup recommendations, including a visual dashboard.

  Last updated 2026-04-07

• Quality Dimension Generator

  magenie33

  F

  license

  -

  quality

  C

  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

• MCP Project Standards Server

  liliangshan

  A

  license

  A

  quality

  C

  maintenance

  Manages project standards, configurations, and API debugging for AI-assisted development, ensuring unified development practices across teams and machines.

  Last updated 2025-12-22

  13

  12

  5

  MIT

• Coding Standards MCP Server

  ggerve

  A

  license

  B

  quality

  D

  maintenance

  Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.

  Last updated 2025-08-13

  3

  15

  MIT

• MCP Servers

  fist-maestro

  A

  license

  B

  quality

  C

  maintenance

  A Node.js and TypeScript server project that provides a simple starter example with Express.js web server, supporting hot-reload, testing, and modular structure.

  Last updated 2025-03-31

  2

  22

  ISC

• MCP Servers (OnePiece &

  didacusdev

  A

  license

  B

  quality

  C

  maintenance

  A collection of two MCP servers that enable querying One Piece anime characters and geolocating public IP addresses.

  Last updated 2025-05-07

  1

  3,066

  2

  MIT

• MCP Server with Authentication

  ahmad-act

  A

  license

  C

  quality

  C

  maintenance

  Implements a secure MCP server with API Key and JWT authentication, providing tools like echo, login, secure_action, and admin_action. Includes MCP Inspector integration for testing and debugging.

  Last updated 2025-07-04

  1

  3

  MIT