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gitdiagramahmedkhaleel200418KVisualize any GitHub codebase: free interactive architecture diagrams and one-minute explainer videos. Replace 'hub' with 'diagram' in any GitHub URL.repowiserepowise-dev7.1KCodebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.sembleminishlab6.2KFast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+readcodegraphcontextshashankss12054.2KAn MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.socraticodegiancarloerra3.3KEnterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.jcodemunch-mcpjgravelle2.7KCut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.pyscnludo-technologies1.1KCode quality analysis for Python in the age of AI coding.code-index-mcpjohnhuang3161KA Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setupskylosduriantaco838Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/sonarqube-mcp-serverSonarSource654Official SonarQube MCP Server for code quality and security in AI agentstokensaveaovestdipaperino650The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.claude-code-skillslevnikolaevich566Help your AI agent finish the job: solve the right problem, keep changes focused, and show what was verified. For Claude Code and Codex.octocodemuvon477Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.code-context-engineelara-labs425Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.no_humanno-human-ai325From ticket to reviewed pull request. Free and open-source, on your machine.packmindPackmindHub314Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance.FileScopeMCPadmica302Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.coreasdecided294Native deterministic engine and read-only MCP server for engineering decisions.code-reasoningmettamatt259A code reasoning MCP server, a fork of sequential-thinkingvexorscarletkc241A semantic search engine for files and code.SqlServer.RulesErikEJ240140+ T-SQL static code analysis rules for SQL Database Projects and ad-hoc scriptsgographozgurcd226Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.CSharpLangMCPServerbiegehydra224VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMsRepoMapperpdavis68212A tool to produce a map of a codebase within a git repository. Based entirely on the "Repo Map" functionality in Aider.chattrace-mcpnikolai-vysotskyi184Framework-aware code intelligence MCP server — 88 framework integrations, 81 languages, 72.7% fewer input tokens to review a pull request, comprehension at paritynarsil-mcppostrv183Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and morerails-ai-contextcrisnahine15945 MCP tools that give AI coding agents ground truth about your Rails app: schema, models, routes, controllers, views, jobs, conventions. Works with Claude Code, Cursor, GitHub Copilot, OpenCode and Codex CLI. MCP or CLI, in-Gemfile or standalone, and it still answers when the app can't boot.ontology-atlaswlsdks139Understand what your codebase builds, why it is structured that way, and what a change could affect. One shared Markdown ontology for humans and coding agents—visualized for people, accessible to agents through MCP, and reviewed with Git. Local-first. Open source.autodev-codebaseanrgct122A vector embedding-based code semantic search tool with MCP server and multi-model integration. Can be used as a pure CLI tool. Supports Ollama for fully local embedding and reranking, enabling complete offline operation and privacy protection for your code repositoryCodeMCPSimplyLiz110Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mappingdeep-code-reasoning-mcphaasonsaas109A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AIsonarqube-mcp-serversapientpants99Model Context Protocol (MCP) server for SonarQubecynical-sallyw1ckedxt97Brutally honest senior-engineer code reviews for Claude Code, Cursor & Windsurf - and your terminal. Scores, evidence-backed issues, usable fixes.refactor-mcpdave-hillier94RefactorMCP exposes Roslyn-based refactoring tools for C# over three entry points: a command line interface, a resident daemon that keeps a solution loaded, and a Model Context Protocol server.gitlab-mr-mcpkopfrechner94Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.mindpilot-mcpabrinsmead90See through your agent's eyes. Visualize legacy code, architect new systems, understand everything.CodeNibsysevol-ai86Find source context and trace calls across languages in Claude Code, Codex and other MCP agents.sverklosverklo80Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.django-orm-lensfrowningdev76Django ER diagrams, N+1 detection, schema drift & migration-risk linting — in VS Code, a CLI and an MCP server. Static analysis: no database, no django.setup(). Free & MIT.qartez-mcpkuberstar73Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and morebetter-code-review-graphn24q02m69Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.crgn24q02m69Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.fossil-mcpyfedoseev68The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.deepview-mcpai-1st66DeepView MCP is a Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini 2.5 Pro's extensive context window.codescene-mcp-servercodescene-oss65The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.kinfirelock-ai65A graph-native code repository for people and AI agents.depwiredepwire64The missing context layer for AI-assisted refactoringsilica-corekiycoh64Retrieval tools for coding agents, no model in the loop: files, search, read, code_pack and write_note over the folder your session is opened in, served over MCP.RoslynMCPcarquiza62A Model Context Protocol (MCP) server that provides C# code analysis capabilities using Microsoft Roslynmcp-codebase-indexmikerecognex6217 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.