"A service for finding coding review resources and best practices" matching MCP servers:

• Best Practices MCP Server

  n-ochs

  F

  license

  -

  quality

  C

  maintenance

  Provides Python and FastAPI coding best practices with searchable guidelines, code review capabilities, and actionable improvement suggestions with examples across general coding, performance, and code quality categories.

  Last updated 2025-12-02

• No-as-a-Service (NoaaS)

  Koneisto

  A

  license

  -

  quality

  B

  maintenance

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  6

  MIT

• Chainflip Broker as a Service

  CumpsD

  A

  license

  -

  quality

  C

  maintenance

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  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

  2

  3

  15

  MIT

• Robot Resources Scraper

  robot-resources

  A

  license

  B

  quality

  F

  maintenance

  Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

  Last updated 2026-04-28

  2

  63

  1

  MIT
• 

  Robot Resources Routerofficial

  robot-resources

  A

  license

  -

  quality

  F

  maintenance

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-04-28

  70

  1

  MIT

• Review MCP Server

  je4550

  F

  license

  A

  quality

  C

  maintenance

  Enables Claude to perform thorough code reviews by integrating with Codex and Gemini CLIs to provide senior-level feedback on code quality, security, performance, and best practices. Supports reviewing code snippets, individual files, or entire directories with automatic detection of available review tools.

  Last updated 2025-10-13

  4

• AWS Resources MCP Server

  baryhuang

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  24

  MIT

• Midjourney Best Experience MCP

  BACH-AI-Tools

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that provides access to the Midjourney Best Experience API for generating and manipulating images. It enables users to execute prompts and perform actions like upscaling, variations, and zooming directly within MCP-compatible applications.

  Last updated 2025-12-07

  MIT

• MCP Coding Agents

  kadreio

  A

  license

  -

  quality

  C

  maintenance

  A transport-agnostic MCP server that integrates multiple AI coding agents (Claude Code, Gemini, and Codex) with built-in tools for command execution, calculations, and streaming capabilities. Supports both STDIO and HTTP transports for flexible deployment.

  Last updated 2025-09-03

  17

  1

  MIT

• Coding MCP Server

  kieutrongthien

  A

  license

  -

  quality

  B

  maintenance

  A production-oriented MCP server for coding agents that enables multi-project management through secure file operations, Git integration, and safe command execution. It supports project discovery across multiple root directories and provides robust audit logging with both STDIO and HTTP transport options.

  Last updated 2026-04-03

  34

  2

  MIT

• GitLab MCP for Code Review

  mehmetakinn

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.

  Last updated 2025-05-15

  44

  MIT

• HRFCO Service

  kwenhwang

  A

  license

  -

  quality

  D

  maintenance

  Real-time hydrological information retrieval service that provides water level, precipitation, dam discharge data, and observatory location information.

  Last updated 2025-10-02

  1

  Apache 2.0

• MCP Review Server

  jonels-msft

  F

  license

  -

  quality

  F

  maintenance

  A specialized code review service that provides 36+ critics for different programming aspects and 3 fixing strategies to automatically address identified issues in a two-step workflow.

  Last updated 2026-02-05

• Coding Assistant Server

  AviOfLagos

  F

  license

  -

  quality

  C

  maintenance

  Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.

  Last updated 2025-03-05

  14

• Managed Service for Microsoft

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

  Last updated 2025-07-16

• Quake Coding Arena MCP

  Ripnrip

  F

  license

  A

  quality

  C

  maintenance

  Gamifies your development environment with authentic Quake 3 Arena achievement sounds and dual voice announcers. Triggers motivational audio feedback for coding milestones like streaks, perfect implementations, and team events with customizable volume and voice pack controls.

  Last updated 2025-12-10

  10

• Smart Coding MCP

  omar-haris

  A

  license

  A

  quality

  C

  maintenance

  Provides intelligent semantic code search using local AI embeddings, enabling natural language queries to find relevant code by meaning rather than exact keywords. Indexes codebases in the background with smart project detection and privacy-first local processing.

  Last updated 2026-01-06

  6

  114

  196

  MIT

• Magento 2 Coding Standards MCP

  Midhun-edv

  A

  license

  A

  quality

  C

  maintenance

  Provides comprehensive Magento 2 coding standards, security rules, and theme-specific patterns to help AI assistants write and validate compliant code. It supports built-in presets for Hyva, Luma, Breeze, and Porto themes to ensure context-aware development.

  Last updated 2026-02-20

  7

  13

• My Coding Buddy MCP Server

  ajkeast

  F

  license

  A

  quality

  -

  maintenance

  A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.

  Last updated 2026-04-25

  10