code-analysis--quality.md

✨ Code Analysis & Quality

Servers focused on static analysis, linting, code metrics, security scanning, vulnerability checks, or code quality assessment.

• isaacphi/mcp-language-server: Helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
• dhylan01/MCP_OA: Facilitates AI assistants in analyzing code by identifying function usage within Python and TypeScript/TSX files.
• angrysky56/ast-mcp-server: Provides code structure and semantic analysis using AST and ASG for multiple programming languages, enhancing code analysis capabilities in Claude Desktop.
• joaomj/code-reviewer-mcp: Automated GitHub pull request code reviews using AI models via MCP integration.
• shaydo-deriv/go-archer: Go Archer provides a visual representation of package dependencies and can operate as an MCP server for dependency analysis.
• RaRdq/RR.MCP: Facilitates AI-driven .NET project analysis by extracting interfaces, models, and data structures using PowerShell scripts.
• mettamatt/code-reasoning: Enhances Claude's problem-solving capabilities by breaking down complex programming tasks into manageable steps using structured, sequential thinking.
• jpheimonen/code-oracle: Code Oracle leverages AI to efficiently locate code within large codebases using Gemini 2.5 Flash, integrating seamlessly as an MCP server in Cursor.
• FuelLabs/fuel-mcp-server: Facilitates seamless IDE integration with Fuel Network and Sway Language documentation through advanced semantic search capabilities.
• AB498/code-context-provider-mcp: Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers.
• alesr/gh-self-reviewer: A Go-based Anthropic MCP server facilitating self-review of GitHub pull requests with Claude AI integration.
• lq0910/vuesage: VueSage enhances Vue component quality through intelligent analysis and optimization, leveraging MCP for seamless integration with editors.
• Bamimore-Tomi/ghidra_mcp: Transforms Ghidra into a reverse-engineering backend by extracting decompiled binary data and exposing it to LLMs via MCP.
• aidalinfo/mcp-clean-code: Facilitates the planning and creation of clean, well-structured code with comprehensive English comments, focusing on readability and maintainability.
• DocNR/repo-explorer: Efficiently explore and analyze Git repositories with advanced caching and cross-repository code pattern search, integrating seamlessly with Claude AI.
• yy1588133/code-merge-mcp: Facilitates code file extraction, merging, and analysis for large language models using the Model Context Protocol.
• davidleathers113/typescript-analyzer-mcp: Enhance TypeScript codebases by intelligently analyzing and replacing 'any' types with specific types, while offering React component interface generation and advanced error handling.
• priyankark/a11y-mcp: Conducts comprehensive accessibility audits on webpages using axe-core, integrating seamlessly with AI assistants to address a11y issues.
• hanqizheng/unit-test-generator-mcp-server: Generates unit tests for component libraries using the MCP protocol.
• crisschan/mcp-jacoco-reporter: Transforms JaCoCo code coverage reports into AI-friendly formats for enhanced analysis and insights.
• Tomatio13/software-checker-mcp: Facilitates comprehensive quality checks and release note generation for Git repositories, while also providing security risk analysis.
• smadi0x86/GDB-MCP: Facilitates LLM-driven debugging and analysis with GDB through an MCP server interface.
• Ixe1/code-scanner-server: A versatile tool for scanning code files, extracting definitions, and providing LLM-friendly outputs, with dual operation as a CLI tool and MCP server.
• mobilehackinglab/jadx-mcp-plugin: Facilitates decompiler access for Claude by bridging Jadx API over HTTP using MCP, enabling live interaction with decompiled code.
• first-to-fly/code-cleanup: A Bun TypeScript project offering a Model Context Protocol server for code cleanup using Google's Generative AI, with features like backup, custom prompts, and professional formatting.
• hloiseaufcms/mcp-gopls: Facilitates AI assistants' interaction with Go's Language Server Protocol for enhanced code analysis and navigation.
• irvinebroque/repro-root-mcp-issue: Deploy and manage a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
• r-huijts/mcp-server-tester: A configuration-driven tool for automating tests and generating reports for MCP servers, leveraging Claude AI for intelligent test case generation.
• nodetec/nostr-code-snippet-mcp: Facilitates the execution of code snippets via a node-based MCP server.
• BangNGH/github-code-index-mcp-server: Facilitates code indexing, searching, and analysis for large language models across multiple programming languages.
• CodeLogicIncEngineering/codelogic-mcp-server: Leverage Codelogic's software dependency data for impact assessments in AI programming assistants.
• treaties-ai/local-scanner-mcp: Enhances AI assistants' capabilities to interact with local development environments by scanning code and localhost URLs for testing, debugging, and validation.
• klara-research/MCP-Analyzer: Facilitates the analysis and debugging of Model Context Protocol logs with seamless integration into Claude Desktop.
• ast-grep/ast-grep-mcp: An experimental MCP server leveraging ast-grep for codebase searching and analysis.
• JordyZomer/codeql-mcp: Facilitates interaction with CodeQL through structured commands, enabling AI agents and tools like Cursor to perform queries and decode results.
• pollyannaanalytics/Figma-BDD-MCP-Server: Automatically generates BDD test plans from Figma designs using a microservice architecture.
• x51xxx/github-explorer-mcp: A TypeScript MCP server offering comprehensive GitHub repository insights, including file content, directory structure, and metadata for enhanced client interactions.
• gtnao/github_deep_blame_mcp: Provides comprehensive analysis of GitHub file history by retrieving detailed pull request information, including comments and reviews, beyond standard git blame.
• Bigsy/clj-kondo-MCP: Enhance your Clojure development with clj-kondo linting capabilities through a dedicated MCP server.
• dongri/mcp-server-lgtm: A TypeScript-based server that fetches random LGTM images for use in code reviews and developer communications.
• blue-orange-yellow/scribe-crab: Generates customizable documentation comments for Rust functions, enhancing code documentation workflows.
• sourcegraph/test-mcp: Facilitates batch changes on Sourcegraph using Claude Desktop as the MCP client.
• sinedied/grumpydev-mcp: A sarcastic code review tool that mimics a grumpy senior developer's perspective, providing humorous yet insightful feedback on code quality.
• cnitlrt/headless-ida-mcp-server: Leverage IDA Pro's headless mode to analyze binaries and manage functions via an MCP server.
• wenkil/mcp_review_code_tool: A server tool for intelligent code review and analysis using OpenAI's capabilities, based on the Model Context Protocol.
• Rethunk-Tech/mcp-golang: Provides Go language tools for LLMs to analyze, test, and format Go code.
• dwisiswant0/delve-mcp: Integrates the Delve debugger with a TypeScript-based MCP server to provide comprehensive debugging capabilities for Go programs.
• admica/FileScopeMCP: FileScopeMCP ranks and visualizes codebase files by importance, aiding AI tools in understanding code structure through dependency analysis and diagram generation.
• matouskozak/SwiftBindingsLogParser: SwiftBindingsLogParser enhances log analysis by integrating with VSCode Copilot to process and summarize logs from the SwiftBindings tool.
• Orcus2021/code-review-mcp-server: A Cursor plugin leveraging MCP to automate git diffs and code reviews with Notion integration for guideline retrieval.
• sapientpants/deepsource-mcp-server: Integrates DeepSource's code quality analysis with AI assistants via the Model Context Protocol, enabling retrieval of metrics, issues, and project quality insights.
• mrexodia/ida-pro-mcp: Facilitates reverse engineering in IDA Pro by providing a suite of tools for function analysis, metadata retrieval, and code manipulation.
• codacy/codacy-mcp-server: Codacy's MCP Server provides comprehensive tools for repository management, code quality analysis, and security assessments, integrating seamlessly with the Codacy API.
• taida957789/ida-mcp-server-plugin: Facilitates remote querying and control of IDA Pro for binary analysis via the MCP interface, enabling AI assistants to interact directly with the tool.
• fdrechsler/mcp-server-idapro: Facilitates AI-driven reverse engineering and binary analysis by bridging AI assistants with IDA Pro.
• ToyB0x/ai-lint: AI-Lint offers a comprehensive platform for controlling AI behavior across development ecosystems, integrating seamlessly with MCP servers to enforce custom rules and ensure consistency.
• crisschan/mcp-allure: Transforms Allure test reports into formats optimized for AI and LLM analysis, enhancing test result insights and debugging efficiency.
• sarathsp06/sourcesage: SourceSage efficiently memorizes and retrieves codebase knowledge using a language-agnostic, token-efficient graph structure, leveraging LLM analysis.
• nicobailon/code-summarizer: A command-line tool and MCP server that summarizes code files using Gemini Flash 2.0, with integration support for LLM tools like Claude Desktop and Cursor AI.
• ChrisRoyse/CodeGraph: CodeGraph Analyzer transforms codebases into Neo4j graph databases, enabling AI-driven insights and interactions across multi-language projects.
• radareorg/radare2-mcp: Facilitates binary analysis with radare2 through seamless integration with AI assistants like Claude.
• signal-slot/mcp-gdb: Facilitates GDB debugging sessions through MCP for seamless integration with AI assistants like Claude.
• sapientpants/sonarqube-mcp-server: Integrates SonarQube's code quality analysis with AI assistants via the Model Context Protocol, enabling access to metrics, issues, and project quality insights.
• plapinski/PHPocalypse-MCP: Facilitates automated testing and static analysis for PHP projects using MCP integration.
• apimatic/apimatic-validator-mcp: Facilitates the validation of OpenAPI specifications using APIMatic's API through an MCP server.
• sujianqingfeng/mcp-codesign: Facilitates communication between browser plugins and MCP servers for optimized image URL processing via WebSocket services.
• johnhuang316/code-index-mcp: Facilitates code indexing, searching, and analysis for large language models across multiple programming languages.
• killerwolf/mcp-profiler-bundle: Enhance your Symfony development with the MCP Profiler Bundle, seamlessly integrating profiler data into your AI-powered IDE for efficient debugging and analysis.
• ZahidGalea/windtools-mcp: Facilitates semantic code search and repository indexing using ChromaDB and sentence transformers.
• alefcastelo/archai-static-analyzer-mcp: A static analysis MCP server leveraging Bun for efficient JavaScript runtime execution.
• wrale/mcp-server-tree-sitter: Enhances code analysis with tree-sitter, offering language-agnostic, structure-aware insights for intelligent codebase exploration.
• rtuin/mcp-mermaid-validator: Facilitates the validation and rendering of Mermaid diagrams through a Model Context Protocol server, enabling seamless integration with LLMs.
• MarcusJellinghaus/mcp-code-checker: Facilitates AI-driven code quality checks using pylint and pytest, enhancing debugging workflows with smart LLM prompts.
• yhzion/comment-stripper-mcp: Efficiently batch processes code files to remove comments across multiple languages, enhancing code maintenance and preparation.
• rokudone/codebase-rag-ruby: Facilitates retrieval-augmented generation for Ruby codebases by analyzing code, building a vector database, and providing an MCP server interface for natural language queries.
• stedwick/codecov-mcp: Enhance your code coverage analysis with a TypeScript-based server that integrates Codecov insights and test suggestions.
• mcollina/mcp-ripgrep: Facilitates high-performance text searches across files using ripgrep through an MCP interface, compatible with clients like Claude AI.
• yura2100/sourcify-context-server: A TypeScript-based MCP server implementing a simple notes system with tools for note creation and summarization.
• MattMorgis/nuanced-mcp: Facilitates LLMs in understanding code structure by providing call graph analysis through the nuanced library.
• zxfgds/mcp-code-indexer: Enhances AI language models with efficient and precise codebase retrieval through semantic understanding and vectorized indexing.
• Szowesgad/mcp-server-semgrep: Integrates Semgrep with AI assistants for advanced code analysis and security vulnerability detection through a conversational interface.
• derrtaderr/inspecta: InspectorAI enhances web automation and analysis by integrating with MCP to autonomously verify website designs and diagnose errors.
• StepanProCoder/ClineTest: Facilitates efficient file searching within a filesystem using path fragments, providing detailed metadata for each result.
• ggerve/coding-standards-mcp: Facilitates access to standardized coding guidelines and best practices for Java, Python, and React through an MCP server.
• punkpeye/file-edit-check-server: Enforces pre-read checks and detailed commit documentation to prevent unauthorized file modifications.
• saiprashanths/code-analysis-mcp: Facilitates natural language-driven codebase analysis, enabling AI models to explore and understand code structures and data flows.
• gokborayilmaz/code-reviewer-fixer-agent: An AI agent that leverages GitHub and Sentry MCP servers to analyze code repositories, detect security vulnerabilities, and suggest fixes based on error logs.
• davidorex/git-file-forensics: Provides detailed insights into git file histories and changes, focusing on individual file analysis using MCP tools.
• j4c0bs/mcp-server-sql-analyzer: Enhances SQL query analysis and dialect conversion using SQLGlot for improved database management.
• that1guy15/tox-testing: Facilitates the execution and management of Python tests using tox commands through the Model Context Protocol.
• peterparker57/github-mcp-server: Facilitates seamless GitHub repository management and file operations through MCP tools.
• abhishekbhakat/mcp_server_code_assist: Facilitates code creation, modification, and deletion through a Model Context Protocol server using Large Language Models.
• PoliTwit1984/mcp-perplexity-server: Enhance your code analysis and debugging with Perplexity AI's API, seamlessly integrated with the Claude desktop client for intelligent error detection and solutions.
• seanivore/mcp-file-preview: Provides HTML file preview and analysis capabilities, capturing full-page screenshots and analyzing HTML structure.
• Sladey01/claude-github-snyk: Integrates GitHub repository access with Snyk security scanning for enhanced vulnerability analysis.
• emiryasar/mcp_code_analyzer: A comprehensive code analysis and management tool that integrates with Claude Desktop for natural language-driven code insights and modifications.
• dillip285/mcp-dev-server: Facilitates software development project management with comprehensive context awareness and code execution via Docker.
• y86/ex-mcp-test: An Elixir-based MCP server for testing and experimenting with the Model Context Protocol, featuring JSON-RPC 2.0 compliance and schema-driven validation.
• cocoindex-io/cocoindex-code: A super light-weight embedded MCP server for coding agents that uses tree-sitter for code search and indexing, saving 70% tokens and improving speed with Apache-2.0 license.