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FixMaparyamthecodebreaker21Local-first repo maps for coding agents—ranked files, test routes, risks, CLI/MCP/GitHub Action, and public GitHub URLs.csharp-code-mapbbajt21CodeMap is a Roslyn-powered MCP server that lets AI agents navigate C# codebases by symbol, call graph, and architectural fact — instead of brute-reading thousands of lines of source code. One tool call. Precise answer. No context flood.kivgraphluqueee21A local MCP server for cross-repository semantic code intelligence in TypeScript and Go, backed by a persistent LadybugDB graph.grumpydev-mcpsinedied21Let the grumpy senior dev review your code with this MCP servercode-context-provider-mcpAB49820MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers with Zero Native Dependencies.omenpanbanda20SAST intelligence for AI agents. Complexity, hotspots, blast radius, and tech debt analysis over MCP.node-dep-scopeFlorianBruniaux19Symbol-level dependency analyzer for TS/JS — flags native alternatives (195 packages incl. e18e), duplicates & unused deps, then generates LLM-ready migration prompts for Claude Code.instagitinstalabsai19An MCP server that gives coding agents instant insight into any Git repository — no guessing, no hallucination.ciekraklabs19Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)polycodegraphsmochan19Language-agnostic code graph builder, analyzer, PR risk reviewer, and MCP server for Claude Code.code-scalpel3d-tech-solutions18Code Scalpel is the bridge between **Generative AI** and **Reliable Software Engineering**. It is an **MCP (Model Context Protocol) server** designed to be the primary toolset for AI agents (like Claude, GitHub Copilot, and Cursor) to perceive, analyze, and modify codebases with surgical precision.cortexDanielBlomma18Local repo context for coding assistants with semantic search and graph relationships.ask-llmLykhoyda18MCP server for AI-to-AI collaboration — bridge Claude with Gemini, Codex, and other LLMs for code review, second opinions, and plan debatenuanced-mcpMattMorgis18A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced librarygitwarren-appklarluft18Code review for your own machines and your own agents. Reviews live where the code does — reached over SSH, WSL or your own tailnet. Desktop app or just a browser tab. No server, no account.ask-gemini-mcplykhoyda18MCP server for AI-to-AI collaboration — bridge Claude with Gemini, Codex, and other LLMs for code review, second opinions, and plan debateaxintagenticempire17Prove AI-written Swift before merge: Xcode-backed verdicts, exact Fix Packets, and signed receipts for PRs and CI.oss-autopilotcostajohnt17Claude Code plugin — AI-powered autopilot for managing open source contributions. Track PRs, respond to maintainers, discover issues, maintain velocity.coding-standards-mcpggerve17MCP Server for Coding Standards - providing standardized coding guidelines and best practicesglidermcp.comglidermcp17Glider MCP - code analysis for AI assistantsMPM-Codinghalflifezyf268017AI coding harness: AST-powered code navigation, impact analysis, phased task chains, and cross-session memory.mcp-ts-morphSiroSuzume16ts-morphをつかったリファクタリング機能をMCPで提供するgraphpilotgraphpilot-oss16Structural memory for coding agents — index your repo once, query symbols, callers, and call-edges over MCP.MCP-coding-assistantAviOfLagos15Detect hallucinations, repetitive bug fix (AKA. bottomless pit) and help AI coder's with access to documentations and suggest fixes.mcp-ossinsightdamonxue14An MCP server based on OSSInsight.io, providing data analysis for GitHub individuals and repositories, as well as in-depth insights into the open source ecosystem.OctoCountshuanglizhuo14OctoCounts – the SLOC panel GitHub forgotyellhorn-mcpmsnidal14Yellhorn offers MCP tools to publish detailed workplans as GitHub issues with entire-codebase reasoning and to review diffs against themgoogle-jules-mcpsamihalawa14A Model Context Protocol (MCP) server for automating Google Jules - the AI coding assistant. This MCP enables seamless integration with Jules for task creation, code review automation, repository management, and AI-powered development workflows.mergewardensjh971414See which external pull requests need context before code review. Deterministic, no login, no AI.mcpregistrysourcegraph-community14Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.mcp-code-understandingcodingthefuturewithai13An MCP (Model Context Protocol) server designed to understand codebases and provide intelligent context to AI coding assistantscodecloneorenlab13Deterministic Structural Change Controller for AI-assisted Python developmentlocusSylphxAI12Merged into repomap (github.com/SylphxAI/repomap): code graph, hybrid BM25 search, call paths, impact and graph UI for AI agents.second-opiniondshills12LLM-driven code review MCP server for Git repos with pluggable model support.unified-diff-mcpgorosun12Beautiful diff visualization for Claude Desktop. Transform code diffs into stunning visual comparisons with GitHub Gist integration and local file output.codeweaverknitli12Semantic code search for AI agents — 166+ languages, hybrid search, works offlinereposkeinreposkein12Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust, Go, Java, C#.mcp-server-analyzerAnselmoo11MCP server for Python code analysis with RUFF linting and VULTURE dead code detectiondevtimeShakargy11Local-first Engineering Intelligence for software repositories.grok-mcphowardpen911MCP server that wraps the xAI Grok CLI. Lets Claude Code, Cursor, Cline, and any MCP host use Grok as a peer code reviewer, adversary, and second-opinion consultant.memorylens-mcpMarcelRoozekrans10MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemoryKontxtReyNeill10Codebase indexing MCP serverprismShailesh20010Local-first repo intelligence for agents: DNA, health, blast radius, and Dispatch jobs.CodeSeeker-MCPmixelpixx10🔍 Advanced code search and transformation MCP server for AI assistants. Combines ugrep's speed with intelligent replace capabilities, dry-run previews, and language-aware refactoring across 11 tools.uimax-mcpprembobby39-gif10UIMax MCP — Turns Claude Code into a frontend expert that reviews and fixes your UI automatically. Free for Pro plan users.fw-context-mcpturbyho10C/C++ semantic index for AI coding assistants — powered by your compile_commands.json. Query the program your compiler actually builds, not just the source files.mcp-cpp-project-indexerwalti197210MCP C++ project indexer for fast symbol, module, and source-range navigation in large C++20 codebases.arborAnandb71158Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.vibecode-cleaner-fartrunchuprinadaria139Not another AI reviewing AI. Rust-powered code scanner that actually reads your codebase — zero extra tokens consumed. 29 MCP tools: security vulns, dead code, health checks, save points, frozen files. Finds problems. Farts at you. Hasselhoff approves.bluemousepeijun1700109Stop Vibe Coding. Start Engineering. | 拒絕憑感覺寫代碼，回歸工程思維。 https://bluemouse.app