"Building a Real-Time Automated DNS and AI Load Balancing System with AWS Integration" matching MCP servers:

System Designer MCP Server
Developer Tools App Automation Code Analysis
chevyphillip
A
license
Not graded
quality
D
maintenance
Enables AI agents to create, validate, and export UML system models using structured MSON format. Supports generating PlantUML and Mermaid diagrams with direct export to System Designer macOS application.
Updated a year ago (2025-10-02 18:51 UTC)
2
MIT
time-complexity-mcp
Code Analysis Developer Tools Testing & QA Tools
Luzgan
F
license
Not graded
quality
C
maintenance
An MCP server for static Big-O time complexity analysis using tree-sitter AST parsing. Supports JavaScript, TypeScript, Python, Java, Kotlin, and Dart.
Updated 6 months ago (2026-02-28 21:50 UTC)
3
mcp-system-summary
Developer Tools Code Analysis Documentation Access
alicetears
F
license
Not graded
quality
D
maintenance
Provides structured instructions to Cursor for generating comprehensive system summaries of Node.js/TypeScript codebases.
Updated 7 months ago (2026-01-08 10:18 UTC)
system-brain-mcp
Developer Tools Code Analysis
QEbellavita
A
license
A
quality
C
maintenance
Read-only MCP tools for coding agents to audit deployment targets, detect fabricated code, review backlog, database schema, analytics, ML models, architecture docs, and decision lenses.
Updated 25 days ago (2026-07-26 00:01 UTC)
11
17
MIT
MCP as a Judge
Developer Tools Code Analysis Testing & QA Tools
OtherVibes
A
license
Not graded
quality
C
maintenance
A validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.
Updated 8 months ago (2025-12-15 09:36 UTC)
17
MIT
Claude-Gemini MCP Integration
AI & Machine Learning Developer Tools Code Analysis
i3T4AN
A
license
Not graded
quality
D
maintenance
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaboration for code reviews, brainstorming, and direct questions.
Updated a year ago (2025-09-25 22:44 UTC)
5
MIT
MCP + DeepSeek AI Integration
Code Analysis Code Execution
CYCWEB01
A
license
Not graded
quality
D
maintenance
A Node.js-based FastMCP protocol server that integrates DeepSeek AI capabilities for intelligent conversations and code analysis, providing tool invocation abilities through the MCP protocol.
Updated a year ago (2025-07-28 09:46 UTC)
54
ISC
Code Time Machine MCP Server
Version Control Code Analysis
jprbom
A
license
Not graded
quality
D
maintenance
Enables AI assistants like Claude to navigate git repository history, providing insights into code evolution and helping understand legacy systems.
Updated a year ago (2025-08-01 17:03 UTC)
MIT
mcp-diff-system
Version Control Code Analysis
geek-o-geek
F
license
Not graded
quality
C
maintenance
Fetches, summarizes, and reviews GitHub code diffs with asynchronous processing for large diffs.
Updated a month ago (2026-07-15 03:50 UTC)
ai-r
RAG Systems Knowledge & Memory Code Analysis
pro-target
A
license
A
quality
B
maintenance
Provides a read-only interface to audit and continue coding agent sessions by extracting plans, intents, and edit authorship from history across multiple agents (Claude, Codex, OpenCode, Antigravity, Pi) via MCP, CLI, and Python SDK.
Updated 16 days ago (2026-08-04 10:14 UTC)
18
3
MIT
Hi-AI
Developer Tools Code Analysis Knowledge & Memory
ssdeanx
A
license
C
quality
D
maintenance
AI development assistant with 36 specialized tools for memory management, code analysis, project planning, and problem-solving through natural language interactions in Korean and English.
Updated 8 months ago (2025-12-25 02:23 UTC)
36
3
MIT
ai-review
Version Control RAG Systems Code Analysis
mdanouf44-cyber
A
license
Not graded
quality
C
maintenance
Enables interactive GitHub pull-request review from Claude Code, with tools to fetch PRs, inspect files and repo structure, post review comments, and query a RAG index of the codebase.
Updated 8 days ago (2026-08-12 14:50 UTC)
1
MIT
CodeRef AI
Code Analysis Knowledge & Memory Software Architecture
keaizuizui
A
license
Not graded
quality
A
maintenance
A tool for vibecoding personnel and non-programmers to perform static code audit, query knowledge graph, and generate project documentation via MCP protocol.
Updated a day ago (2026-08-19 00:57 UTC)
3
MIT
MCP AI POC
Developer Tools Code Analysis Coding Agents
drewtech
A
license
Not graded
quality
D
maintenance
Provides AI-powered development tools including code generation, refactoring, debugging, performance optimization, and test generation, along with smart prompts for code analysis and documentation, and a built-in knowledge base of coding best practices.
Updated a year ago (2025-07-06 03:51 UTC)
MIT
ai-mosaic
Developer Tools Code Analysis
himakarinv-stack
A
license
Not graded
quality
A
maintenance
MCP server for Angular 19+ development, providing PR review, code scaffolding, modernization audits, and Storybook guidance.
Updated 22 days ago (2026-07-29 11:31 UTC)
MIT
1C AI Workbench
Code Analysis Developer Tools
timoshinoleg-eng
A
license
Not graded
quality
A
maintenance
A local read-only AI workbench for navigating, auditing, and analyzing 1C:Enterprise 8.3 configurations via MCP-compatible clients.
Updated 21 days ago (2026-07-30 16:10 UTC)
MIT
AI Quality Gate
Developer Tools Code Analysis Testing & QA Tools
mustafacagri
A
license
Not graded
quality
C
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. 🚀✨
Updated 5 months ago (2026-04-01 21:48 UTC)
55
32
MIT
ImHex MCP Integration
Code Analysis Security Autonomous Agents
jmpnop
F
license
Not graded
quality
F
maintenance
Enables AI assistants to perform autonomous binary analysis, malware inspection, firmware analysis, and reverse engineering workflows through a production-ready Python MCP server connected to the ImHex hex editor.
Updated 8 months ago (2025-12-24 04:49 UTC)
22
CodeMentor-AI
AI & Machine Learning Coding Agents Code Analysis
kumar2011ash-cloud
F
license
Not graded
quality
C
maintenance
Enables IDE integration with a multi-agent AI pipeline for solving, reviewing, and optimizing code through adversarial peer review and security filtering.
Updated 2 months ago (2026-06-25 11:13 UTC)
AI-PR-Review-MCP
Version Control Code Analysis AI & Machine Learning
AshishChandpa
F
license
Not graded
quality
D
maintenance
An MCP server that automates pull request reviews using multiple LLM providers (OpenAI, Claude, Gemini, Groq, Perplexity) and supports GitHub and Bitbucket with real-time webhook integration and interactive AI assistant commands.
Updated a year ago (2025-08-28 04:58 UTC)
1