Code Quality Analysis MCP Servers

Tools for static analysis, linting, code inspection, and technical debt detection across multiple languages. Does NOT include code execution, testing frameworks, or deployment/CI-CD pipeline management.

There are 84 code quality analysis servers tracked. 4 score above 50 (established tier). The highest-rated is mitulgarg/env-doctor at 56/100 with 125 stars and 669 monthly downloads.

Get all 84 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=code-quality-analysis&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Server	Score	Tier	Stars	Language
1	mitulgarg/env-doctor Debug your GPU, CUDA, and AI stacks across local, Docker, and CI/CD (CLI and...	56	Established	125	Python
2	SonarSource/sonarqube-mcp-server SonarQube MCP Server	53	Established	418	Java
3	benzsevern/goldenmatch Entity resolution toolkit — deduplicate, match, and create golden records....	53	Established	25	Python
4	cqfn/aibolit-mcp-server MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify...	50	Established	24	TypeScript
5	kevinlin/spec-coding-mcp An MCP server that brings AI spec-driven development workflow to any...	48	Emerging	19	TypeScript
6	Anselmoo/mcp-server-analyzer MCP server for Python code analysis with RUFF linting and VULTURE dead code detection	48	Emerging	5	Python
7	helixml/kodit 👩‍💻 MCP server to index external repositories	46	Emerging	117	Go
8	openpoem/spec-score-mcp Score your specs before feeding them to an LLM. MCP server that measures...	43	Emerging	2	TypeScript
9	Lekssays/codebadger A containerized Model Context Protocol (MCP) server providing static code...	42	Emerging	47	Python
10	MarcusJellinghaus/mcp-tools-py MCP server providing code quality checks (pylint and pytest) with smart...	42	Emerging	14	Python
11	MarcusJellinghaus/mcp-code-checker MCP server providing code quality checks (pylint and pytest) with smart...	42	Emerging	14	Python
12	PatzEdi/MCPGex MCP server for finding, testing and refining regex patterns	41	Emerging	5	Python
13	benzsevern/goldencheck Data validation that discovers rules from your data. 19 MCP tools on...	41	Emerging	1	Python
14	RbBtSn0w/awesome-copilot-mcp A Model Context Protocol (MCP) server that provides access to...	41	Emerging	1	TypeScript
15	malaksedarous/context-optimizer-mcp-server A Model Context Protocol (MCP) server that provides context optimization...	40	Emerging	53	TypeScript
16	nielspeter/sonarlint-mcp-server A Model Context Protocol (MCP) server that brings enterprise-grade code...	39	Emerging	3	TypeScript
17	Anselmoo/mcp-zen-of-languages 🌍 Multi-language architectural and idiomatic code analysis via MCP server 🔧...	39	Emerging	2	Python
18	cocaxcode/ai-context-inspector Scan any project to discover its complete AI ecosystem. MCP servers, tools,...	39	Emerging	1	TypeScript
19	PierreJanineh/TechDebtMCP MCP server for analyzing and managing technical debt in codebases via the...	38	Emerging	5	TypeScript
20	supermodeltools/mcpbr Model Context Protocol Benchmark Runner	36	Emerging	6	Python
21	AbdulRahmanMudasser/mcp-developer-ctx MCP Server that Exposes Project Context, Codebase Search, Safe Commands &...	35	Emerging	1	TypeScript
22	jmpijll/fortimanager-code-mode-mcp MCP server for FortiManager using the Code Mode pattern — 2 tools (search +...	35	Emerging	1	TypeScript
23	hackafterdark/context-sherpa Context Sherpa MCP server provides strong feedback loops for AI coding agents.	35	Emerging	7	Go
24	AbdulRahmanMudasser/mcp-developer-context MCP Server that Exposes Project Context, Codebase Search, Safe Commands &...	35	Emerging	1	TypeScript
25	Poorgramer-Zack/copilot-mcp-tool MCP server that enables AI assistants to interact with Github Copilot cli,...	35	Emerging	5	TypeScript
26	dejo1307/archmcp archmcp - MCP Architectural Snapshot Server and Knowledge Graph	33	Emerging	20	Go
27	kanoniv/kanoniv Identity resolution as code - declarative engine for matching, merging, and...	33	Emerging	6	Python
28	modelscope/MCPBench The evaluation benchmark on MCP servers	32	Emerging	241	Python
29	erniebrodeur/mcp-grep simple mcp server to wrap the local instance of grep.	32	Emerging	24	Python
30	ArchAI-Labs/fastmcp-sonarqube-metrics Chat with your SonarQube data: explore metrics, compare trends, and track...	32	Emerging	12	Python
31	MuhammadAliShahzad/regex-mcp MCP server for testing, explaining, and generating regular expressions. Use...	32	Emerging	1	TypeScript
32	symfony/ai-mate AI development assistant MCP server for Symfony projects	30	Emerging	12	PHP
33	bryankthompson/chroma-mcp-custom This is an enhanced fork of the original chroma-core/chroma-mcp project,...	29	Experimental	2	Python
34	Ecolash/MCPlex-AI-v1.0 𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 \| 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 \| 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬	29	Experimental	7	JavaScript
35	benzsevern/goldenflow Data transformation toolkit — 43+ transforms, 5 domain packs. 10 MCP tools...	29	Experimental	1	Python
36	RaheesAhmed/Context-Engine-MCP-Server A production-ready TypeScript MCP server that provides comprehensive project...	27	Experimental	5	TypeScript
37	portal-labs-infrastructure/mcp-client-benchmark An automated benchmark and public leaderboard for Model-Context Protocol...	26	Experimental	3	TypeScript
38	sapientpants/sonarqube-mcp-server Model Context Protocol (MCP) server for SonarQube	25	Experimental	101	—
39	robert19001-cmyk/mcp-lint Lint MCP server tool schemas for cross-client compatibility	24	Experimental	—	TypeScript
40	youneshimi/PolyCheck A code analysis platform with CLI, backend and AI-powered insights.	23	Experimental	1	JavaScript
41	ptitmonnstree/sonarlint-mcp-server 🔍 Enhance code quality with SonarLint MCP Server, delivering real-time...	23	Experimental	1	TypeScript
42	oijkn/copilot-acp-mcp-bridge Run GitHub Copilot CLI behind a local MCP server through ACP.	23	Experimental	1	JavaScript
43	ryansmith4/sheriff-mcp AI-powered static analysis issue fixer - MCP server for SARIF reports	22	Experimental	—	Java
44	claylo/bito Quality gate tooling for building-in-the-open artifacts	22	Experimental	—	Rust
45	benzsevern/goldenpipe Golden Suite orchestrator — chains validation, transformation, and entity...	22	Experimental	—	Python
46	rog0x/mcp-dep-tools MCP server for dependency management: license checker, outdated finder, dep...	22	Experimental	—	TypeScript
47	hegner123/repfor MCP server tool for safe, exact-match string replacement across files....	22	Experimental	—	Go
48	rog0x/mcp-lint-tools MCP server for code linting: style checker, naming convention analyzer,...	22	Experimental	—	TypeScript
49	PlateerLab/Toolint Structural linter for MCP-compatible, zero-dependency Python agent tool packages	22	Experimental	—	Python
50	rohanvinaik/LintGate Debugging is a symptom of missing infrastructure. LintGate provides the framework.	22	Experimental	—	Python
51	ZaikoXeas/mcpbr 🚀 Benchmark your MCP server with real GitHub issues for accurate performance...	22	Experimental	—	Python
52	thejordanone/fortimanager-code-mode-mcp Provide a lightweight MCP server for FortiManager that runs JavaScript code...	22	Experimental	—	TypeScript
53	gwapoako2023/cerata-mcp-server 🦈 Hunt and integrate code with the CERATA MCP server, utilizing advanced...	22	Experimental	—	TypeScript
54	un907/archtracker-mcp Architecture & Dependency Tracker — MCP server + CLI + Web Viewer for...	22	Experimental	—	TypeScript
55	Neyrees1337/mcp-sonarqube 🛠️ Enable AI assistants to interact with SonarQube for managing projects,...	22	Experimental	—	C#
56	0-co/fastmcp-lint Static analysis for FastMCP servers — catches schema quality issues before they ship	22	Experimental	—	Python
57	ellmos-ai/ellmos-codecommander-mcp A developer-focused MCP server with 14 tools for code analysis, JSON repair,...	22	Experimental	—	JavaScript
58	claylo/bito-lint Quality gate tooling for building-in-the-open artifacts	22	Experimental	—	Rust
59	NeuroGhostDev/booster_mcp Booster MCP is an MCP server for semantic code analysis, repository mapping,...	22	Experimental	—	Python
60	The-Code-Registry/mcp-server Public MCP repository to describe how AI agents can use our hosted MCP...	20	Experimental	1	Python
61	mpecan/mcp-coder-bench Benchmark tool for measuring MCP server effectiveness in LLM-assisted development	20	Experimental	1	Rust
62	viamus/mcp-sonarqube MCP for SonarQube that analyzes code quality, technical debt,...	20	Experimental	1	C#
63	josedacosta/mcp-jetbrains-code-inspections MCP server for JetBrains IDE code inspections with automatic IDE detection...	20	Experimental	1	TypeScript
64	adityasasidhar/projectscope A robust, production-ready Model Context Protocol (MCP) server that empowers...	19	Experimental	—	TypeScript
65	GreatPyreneseDad/cerata-mcp-server Production-grade MCP server with Rose Glass perception engine and Python...	19	Experimental	—	TypeScript
66	code-alchemist01/development-tools-mcp-Server Comprehensive MCP (Model Context Protocol) server for code analysis and web...	17	Experimental	2	TypeScript
67	name-q/sonarIssue Sonar Issues MCP Server connects to your Sonar instance, takes a project...	16	Experimental	1	TypeScript
68	AdamTovatt/type-dependencies A command-line tool for analyzing and visualizing type dependencies in C#...	15	Experimental	—	C#
69	mako10k/mcp-copilot-instructions MCP server for context-dependent dynamic instruction generation with goal...	15	Experimental	—	TypeScript
70	lukleh/mcp-sonarcloud MCP server for SonarCloud	15	Experimental	—	Python
71	Edison-Watch/mcp-code-mode 🧩 Generate TypeScript code from any MCP server, with AST-Analysed Code...	15	Experimental	—	Python
72	MoisesTapia/mcp-sonarqube Model Context Protocol (MCP) Stack for SonarQube	15	Experimental	—	Python
73	kangraemin/code-inspector-mcp Kotlin/Android code quality inspector — MCP server for Detekt, Ktlint & Android Lint	14	Experimental	—	Python
74	rog0x/mcp-regex-tools MCP server for regex and text processing: test patterns, replace, extract...	14	Experimental	—	TypeScript
75	ZingZing001/mcpsWithCopilot AI-driven fuel data translation pipeline using Model Context Protocol (MCP),...	14	Experimental	—	JavaScript
76	swps24/skill-mesh-bridge Top Open Source AI Automation Tools 2026 🚀 – Run Any API or CLI from Your Terminal!	14	Experimental	—	—
77	doanbactam/eval-bench Which AI model is actually best for YOUR codebase? Record real tasks....	14	Experimental	—	TypeScript
78	fashionzzZ/code-line-counter-mcp 这是一个MCP(Model Context Protocol)工具，用于统计AI生成的代码行数。该工具可以帮助您跟踪和分析每次AI生成的代码的规模。	12	Experimental	1	JavaScript
79	guptahemant65/icm-mcp-server 🚨 Query Microsoft Incident Management (IcM) directly from GitHub Copilot...	12	Experimental	1	JavaScript
80	Luxshan2000/mcp-lint A production-quality linter for MCP (Model Context Protocol) servers — 23...	11	Experimental	—	Python
81	niradler/code-feedback A powerful, open-source Model Context Protocol (MCP) server for automated,...	11	Experimental	—	TypeScript
82	thatgeeman/upgrade-advisor FixMyEnv: Package Upgrade Advisor & MCP: AI-powered assistant helps you...	11	Experimental	—	Python
83	Steliosgeox/context-ai-mcp-server A comprehensive MCP server that enhances AI capabilities with rich workspace...	11	Experimental	—	JavaScript
84	lady-logic/mmi-analyzer MCP server for Cursor IDE that analyzes C#/.NET architecture quality using...	11	Experimental	—	JavaScript

Comparisons in this category

sonarqube-mcp-server and aibolit-mcp-server (53 vs 50) sonarqube-mcp-server and sonarlint-mcp-server (53 vs 39) aibolit-mcp-server and spec-coding-mcp (50 vs 48) mcp-server-analyzer and mcp-code-checker (48 vs 42)