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home/mcp-servers/code review

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Code review MCP Servers

55 code review MCP servers for Claude Code and AI agents, ranked by real installs from npm, PyPI and skills.sh. code-review-graph leads with 377k installs a month.

#Type

1code-review-graphLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.MCP ServersJul 2026377k25k
2repowiseCodebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.MCP ServersJul 202622k4.2k
3superpowers-zh🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活MCP ServersJul 202611k7.1k
4mcp-gitlabMCP server for GitLab API — 76 tools for AI assistants (Claude, Cursor, VS Code). Projects, MRs, pipelines, CI/CD, approvals, issues, code review.MCP ServersJul 202610k4
5better-code-review-graphKnowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.MCP ServersJul 20264.1k66
6Diff Checker — Line-by-Line Text ComparisonText diff comparison API for AI agents. Compare two texts line-by-line: additions, deletions, unchanged lines, and summary statistics (added/removed/changed counts). Tools: text_compare_diff. Use this for code review, document versioning,MCP Serversrecently3.4k0
7review-flowAutomated AI code reviews powered — webhook-driven, real-time dashboard, MCP integration, smart queue with deduplication, multi-agent audits, and iterative follow-up reviews for GitLab MRs and GitHub PRsMCP ServersJul 20262.1k41
8codecloneDeterministic Structural Change Controller for AI-assisted Python developmentMCP ServersJul 20262.0k12
9shippieextendable code review and QA agent 🚢MCP ServersJul 20261.0k2.5k
10code-review-agent-mcpAI code review agent MCP server. Reviews code like a kernel maintainer: blunt, technical, no sugarcoating. Detects bugs + OWASP Top 10 security vulnerabilities. 4 harshness levels. Anti-RLHF.MCP ServersJul 20261485
11multi_mcpMulti-Model chat, code review and analysis MCP Server for Claude CodeMCP ServersJul 20268332
12jscpdCopy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill and MCP server.MCP ServersJul 2026—5.9k
13sonarqube-mcp-serverOfficial SonarQube MCP Server for code quality and security in AI agentsMCP ServersJul 2026—605
14CorbellAI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.MCP ServersMay 2026—430
15Meta_KimGoverned execution layer for AI coding assistants: clarify intent, route capabilities, review evidence, verify results, and write back lessons across Claude Code, Codex, OpenClaw, and Cursor.MCP ServersJul 2026—256
16arborGraph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.MCP ServersJul 2026—150
17buddyA virtual pet companion for your AI — Designed to provide in-context code review feedback with personality. Grow with your buddy and level up together. Works with Claude Code, Codex, CursorCLI, Github CopilotCLI, OpenClaw, and any MCP compatible clientsMCP ServersJul 2026—98
18gitlab-mr-mcpInteract seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.MCP ServersMay 2026—93
19lucidity-mcpAI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.MCP ServersMar 2025—89
20cynical-sallyBrutally honest senior-engineer code reviews for Claude Code, Cursor & Windsurf - and your terminal. Scores, evidence-backed issues, usable fixes.MCP ServersJul 2026—88
21codacy-mcp-serverCodacy's MCP Server implementationMCP ServersJul 2026—61
22codescene-mcp-serverThe CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.MCP ServersJul 2026—57
23contextlint📏 Rule-based linter for structured Markdown documentsMCP ServersJul 2026—40
24gossipcat-aiMulti-agent code review mesh — orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents that catch real bugs get picked more often. Agents that hallucinate get deprioritized. MCP server for Claude Code, Cursor, and other IDEs.MCP ServersJul 2026—38
25mcp-code-review-serverA MCP server for code reviewsMCP ServersMar 2025—34
26mentor-mcp-serverA Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.MCP ServersJul 2025—31
27open-code-review🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.MCP ServersApr 2026—29
28concord-mcpShared work-state for coding agents: claim work, leave handoffs, and generate review packets before PRs, over MCP.MCP ServersJul 2026—28
29agent-roomMulti-agent collaboration rooms for Claude Code, Cursor, Codex & Gemini — distributed dev, code review, PR handoff, FE↔BE integration. MCP-native, self-hostable.MCP ServersJul 2026—26
30jira-mcp-serverA test of jira mcp serverMCP ServersOct 2025—26
31md-redlineInline review comments for markdown specs. Built-in MCP server hands feedback directly to your AI agent.MCP ServersJul 2026—24
32lad_mcp_serverLad MCP Server: Autonomous code & system design review for AI coding agents (Claude Code, Cursor, Codex, etc.). Features multi-model consensus via OpenRouter and context-aware reviews via Serena.MCP ServersMay 2026—22
33github-mcp-server-review-toolsExtended GitHub MCP Server with additional tools for pull request review comment functionalityMCP ServersApr 2025—22
34delimit-mcp-serverThe merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.MCP ServersJul 2026—21
35grumpydev-mcpLet the grumpy senior dev review your code with this MCP serverMCP ServersApr 2025—21
36memory-journal-mcpSecure AI Memory with Dynamic Project Detection, Automatic Session Briefing, Personal+Team Session Summary Prompts, Triple Search, Knowledge Graphs, GitHub Integration (Issues, PRs, Actions, Kanban, Milestones), Team Collaboration, Hush, Adaptive Analytics, Markdown I/O, Audit+Token Logging, OAuth 2.1 & HTTP/SSE/stdio. 70+ Tools in 1 Code Mode.MCP ServersJul 2026—19
37cieCode Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)MCP ServersFeb 2026—17
38cloakLocal vault for AI agents. Use API keys without exposing raw stored keys to the model.MCP ServersJun 2026—15
39fastmcp-sonarqube-metricsChat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.MCP ServersMar 2026—14
40brutalist-mcpAll AIs are sycophants.MCP ServersJul 2026—14
41argus-mcpAI code review MCP server with Zero-Trust approach. Multi-model support, caching, multilingual. Works with Windsurf & Claude DesktopMCP ServersDec 2025—14
42claude-architectClaude Code delegates coding to isolated CLI agents it doesn't trust (Codex, OpenCode, Pi, Pythinker), freezes what they produce, verifies it independently, and merges only what a human approves.MCP ServersJul 2026—14
43claude-conciliumMulti-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeekMCP ServersMar 2026—13
44code-assistant-peersMCP server for mandatory peer review between coding assistants like Claude Code, Codex, Gemini, and other CLI agents.MCP ServersJun 2026—11
45vaelorA memory of the codebase your AI agent can't get from grep: a persistent call graph, semantic search, and per-symbol review learnings over any repo. Self-hosted MCP server — Go, tree-sitter, Apache AGE.MCP ServersJul 2026—5
46code-review-assistant-MCPThe Code Review Assistant is a simple multi-agent system built using the Model Context Protocol (MCP) and LangChain. Its purpose is to provide automated, preliminary feedback on code snippets, including syntax checking, code explanation, and improvement suggestions. It can be integrated with MCP-compatible clients like Cursor IDE or Claude for DeskMCP ServersJun 2025—5
47Github-PR-MCP-serverAn MCP server with typescript for github PR analysisMCP ServersJul 2025—5
48wp-code-review-mcp-serverWordPress Code Review MCP ServerMCP ServersOct 2025—5
49GraphoraThe code knowledge graph that reviews your changes. Blast radius, risk memory from git history, and 82-94% fewer prompt tokens. Zero Docker, no LLM to build, 11 languagesMCP ServersJul 2026—5
50rabbitaiOpen-source AI code reviewer that auto-reviews GitHub PRs LangGraph agents, knowledge graph blast-radius detection, mem0 persistent memory Zero cost, self-hostable.MCP ServersJun 2026—5

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