# MCP servers for Code review and refactoring MCP servers for Code review and refactoring: what each one does, an install command and example prompts. 74 cards · page 1 of 2 - HTML: https://affpapa.org/en/nevibecode/mcp/topic/code-review - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [Front-End Checklist](https://affpapa.org/en/nevibecode/mcp/front-end-checklist.md) — MCP server · thedaviddias · Claude Code, Codex, Cursor +5 · ★ 74559 — Connect an MCP server that checks frontend code and public pages against quality rules. - [Codebase Memory](https://affpapa.org/en/nevibecode/mcp/codebase-memory.md) — MCP server · DeusData · Claude Code, Codex, Cursor +5 · ★ 47392 — A local MCP server that maps your repo's code, docs and infrastructure into a graph. - [Serena MCP: the IDE for your agent](https://affpapa.org/en/nevibecode/mcp/serena-mcp-the-ide-for-your-agent.md) — MCP server · oraios · Claude Code, Codex, Cursor +5 · ★ 30677 — Gives your agent symbol-level search, references and refactoring through language servers. - [Repomix](https://affpapa.org/en/nevibecode/mcp/repomix.md) — MCP server · yamadashy · Claude Code, Codex, Cursor +5 · ★ 29027 — Packs an entire repository into a single file your coding agent can read or search. - [Repowise](https://affpapa.org/en/nevibecode/mcp/repowise.md) — MCP server · repowise-dev · Claude Code, Codex, Cursor +5 · ★ 7891 — Repowise indexes code, call relationships, Git history, tests, and docs so an agent can answer questions about a repository. - [sem](https://affpapa.org/en/nevibecode/mcp/sem.md) — MCP server · Ataraxy-Labs · Claude Code, Codex, Cursor +5 · ★ 3422 — Parses code with tree-sitter to track changes at the entity level instead of raw lines. - [jCodemunch MCP](https://affpapa.org/en/nevibecode/mcp/jcodemunch-mcp.md) — MCP server · jgravelle · Claude Code, Codex, Cursor +5 · ★ 2804 — Retrieves code by symbol using tree-sitter AST parsing instead of dumping entire files. - [socraticode](https://affpapa.org/en/nevibecode/mcp/socraticode.md) — MCP server · giancarloerra · Claude Code, Codex, Cursor +5 · ★ 3354 — Indexes codebases locally, builds dependency graphs, and runs hybrid semantic search via Qdrant. - [token-savior](https://affpapa.org/en/nevibecode/mcp/token-savior.md) — MCP server · Mibayy · Claude Code, Codex, Cursor +5 · ★ 1189 — Search a codebase by symbol and carry project context across sessions. - [CPU Performance Engineering](https://affpapa.org/en/nevibecode/mcp/cpu-performance-engineering.md) — MCP server · usamahz · Claude Code, Codex, Cursor +5 · ★ 1169 — Connects a CPU performance engineering knowledge base to your AI client, parsing perf stat logs, Top-down metrics, and compiler vectorisation diagnostics with cited sources. - [pyscn](https://affpapa.org/en/nevibecode/mcp/pyscn.md) — MCP server · ludo-technologies · Claude Code, Codex, Cursor +5 · ★ 1096 — Inspects Python codebases for dead code, complexity, and architectural cycles directly inside AI sessions. - [skylos](https://affpapa.org/en/nevibecode/mcp/skylos.md) — MCP server · duriantaco · Claude Code, Codex, Cursor +5 · ★ 849 — Scans repositories for dead code, hardcoded secrets, security issues, and AI hallucination mistakes in Python, Go, and TypeScript. - [ThoughtDAG](https://affpapa.org/en/nevibecode/mcp/thoughtdag.md) — MCP server · chenxiachan · Claude Code, Codex, Cursor +5 · ★ 693 — Searches local AI conversation logs by file path or phrase to recall past turns. - [TokenSave](https://affpapa.org/en/nevibecode/mcp/tokensave.md) — MCP server · aovestdipaperino · Claude Code, Codex, Cursor +4 · ★ 677 — Builds a local semantic code graph so AI agents query symbols in libSQL instead of reading whole files. - [SonarQube MCP Server](https://affpapa.org/en/nevibecode/mcp/sonarqube-mcp-server.md) — MCP server · SonarSource · Claude Code, Codex, Cursor +5 · ★ 671 — Wires SonarQube Server or Cloud into your AI assistant so the agent can read code quality and security findings and analyze a snippet in context. - [Claudexor](https://affpapa.org/en/nevibecode/mcp/claudexor.md) — MCP server · razzant · Claude Code, Codex, Cursor +5 · ★ 518 — Claudexor routes coding agents through one typed interface. - [Octocode](https://affpapa.org/en/nevibecode/mcp/octocode.md) — MCP server · Muvon · Claude Code, Codex, Cursor +5 · ★ 513 — Indexes codebases using AST parsing and semantic search to map file dependencies, symbol calls, and project structure for AI agents. - [mcp-server](https://affpapa.org/en/nevibecode/mcp/packmindhub-mcp-server.md) — MCP server · PackmindHub · Claude Code, Codex, Cursor +5 · ★ 319 — Connects team engineering playbooks and shared coding standards from Packmind directly to AI coding agents. - [trace-mcp](https://affpapa.org/en/nevibecode/mcp/trace-mcp.md) — MCP server · nikolai-vysotskyi · Claude Code, Codex, Cursor +5 · ★ 193 — trace-mcp indexes a repository so an agent can retrieve code context instead of repeatedly reading files. - [SvGrid](https://affpapa.org/en/nevibecode/mcp/svgrid.md) — MCP server · sv-grid · Claude Code, Codex, Cursor +5 · ★ 181 — Verifies SvGrid table components against the active API and Svelte 5 rules, catches invalid props, and supplies version-pinned docs. - [gograph](https://affpapa.org/en/nevibecode/mcp/gograph.md) — MCP server · ozgurcd · Claude Code, Codex, Cursor +4 · ★ 230 — gograph builds a local structural graph of a Go repository so an agent can trace callers and assess the reach of a change. - [arbor](https://affpapa.org/en/nevibecode/mcp/arbor.md) — MCP server · Anandb71 · Claude Code, Codex, Cursor +4 · ★ 162 — Turns a codebase into a graph of functions, classes and modules linked by calls and inheritance, so an agent can answer questions about structure without guessing from text. - [Code Pathfinder](https://affpapa.org/en/nevibecode/mcp/code-pathfinder.md) — MCP server · shivasurya · Claude Code, Codex, Cursor +5 · ★ 143 — Gives an AI assistant access to call graphs, data flows and security rules for Python and Go. - [codegraph](https://affpapa.org/en/nevibecode/mcp/codegraph.md) — MCP server · codegraph-ai · Claude Code, Codex, Cursor +5 · ★ 132 — Builds a semantic graph of your project and hands it to the agent through 42 tools. - [agent-security-scanner-mcp](https://affpapa.org/en/nevibecode/mcp/agent-security-scanner-mcp.md) — MCP server · sinewaveai · Claude Code, Codex, Cursor +5 · ★ 124 — Inspects AI-generated code for security flaws, flags hallucinated dependencies, and audits external MCP servers before your coding assistant runs them. - [LeanToken](https://affpapa.org/en/nevibecode/mcp/leantoken.md) — MCP server · morluto · Claude Code, Codex, Cursor +4 · ★ 124 — Narrows a repository down to the files and code an agent actually needs, and keeps every response inside a token budget. - [lm](https://affpapa.org/en/nevibecode/mcp/lm.md) — MCP server · houtini-ai · Claude Code, Codex, Cursor +5 · ★ 121 — This MCP server routes selected coding tasks to a local or hosted model through an OpenAI-compatible endpoint. - [GoSQLX](https://affpapa.org/en/nevibecode/mcp/gosqlx.md) — MCP server · ajitpratap0 · Claude Code, Codex, Cursor +5 · ★ 120 — Remote MCP server exposing 7 SQL tools: validation, formatting, linting and injection scanning. - [dvalincode](https://affpapa.org/en/nevibecode/mcp/dvalincode.md) — MCP server · arthurpanhku · Claude Code, Codex, Cursor +5 · ★ 118 — Security scanner that verifies fixes independently of the agent and produces an offline-verifiable JSON proof. - [ckb](https://affpapa.org/en/nevibecode/mcp/ckb.md) — MCP server · SimplyLiz · Claude Code, Codex, Cursor +5 · ★ 111 — Supplies coding assistants with code graphs, impact analysis, and secret detection directly via MCP. - [flowR](https://affpapa.org/en/nevibecode/mcp/flowr.md) — MCP server · flowr-analysis · Claude Code, Codex, Cursor +5 · ★ 105 — MCP server for static R code analysis: program slicing, linting, dependency extraction, and signature database search. - [mcp-server](https://affpapa.org/en/nevibecode/mcp/ui5-mcp-server.md) — MCP server · UI5 · Claude Code, Codex, Cursor +5 · ★ 104 — Connects SAPUI5 and OpenUI5 developer tooling to AI assistants. - [cynicalsally](https://affpapa.org/en/nevibecode/mcp/cynicalsally.md) — MCP server · w1ckedxt · Claude Code, Codex, Cursor +5 · ★ 101 — Evaluates your code on a 0 to 10 scale and spots flaws. - [Django ORM Lens](https://affpapa.org/en/nevibecode/mcp/django-orm-lens.md) — MCP server · FROWNINGdev · Claude Code, Codex, Cursor +5 · ★ 93 — Statically parses Django models, relations, and migrations without database access. - [codealive-mcp](https://affpapa.org/en/nevibecode/mcp/codealive-mcp.md) — MCP server · CodeAlive-AI · Claude Code, Codex, Cursor +5 · ★ 90 — Wires your AI agent into CodeAlive: semantic and regex search across indexed repos, file trees, file reads and artifact relationships. - [repo-graph](https://affpapa.org/en/nevibecode/mcp/repo-graph.md) — MCP server · James-Chahwan · Claude Code, Codex, Cursor +5 · ★ 87 — Builds a structural graph of your codebase — entities, calls, routes — so the agent navigates by relationships instead of reading everything and guessing. - [sverklo](https://affpapa.org/en/nevibecode/mcp/sverklo.md) — MCP server · sverklo · Claude Code, Codex, Cursor +5 · ★ 81 — sverklo gives coding agents repository context through symbols, relationships, diffs, and Git decisions. - [Trustabl](https://affpapa.org/en/nevibecode/mcp/trustabl.md) — MCP server · trustabl · Claude Code, Codex, Cursor +5 · ★ 79 — Trustabl examines agent code for reliability and safety issues, then helps apply fixes. - [crg](https://affpapa.org/en/nevibecode/mcp/crg.md) — MCP server · n24q02m · Claude Code, Codex, Cursor +5 · ★ 76 — Builds a code knowledge graph using Tree-sitter. - [brainstorm-mcp](https://affpapa.org/en/nevibecode/mcp/brainstorm-mcp.md) — MCP server · spranab · Claude Code, Codex, Cursor +5 · ★ 71 — Runs multi-model debates inside your editor to stress-test architectural choices and code changes across competing AI perspectives. Next: https://affpapa.org/en/nevibecode/mcp/topic/code-review.md?page=2 ## Refine [refactoring](https://affpapa.org/en/nevibecode/tag/refactoring.md) · [static-analysis](https://affpapa.org/en/nevibecode/tag/static-analysis.md) · [node](https://affpapa.org/en/nevibecode/tag/node.md) · [dotnet](https://affpapa.org/en/nevibecode/tag/dotnet.md) · [code-quality](https://affpapa.org/en/nevibecode/tag/code-quality.md) · [csharp](https://affpapa.org/en/nevibecode/tag/csharp.md) · [knowledge-graph](https://affpapa.org/en/nevibecode/tag/knowledge-graph.md) · [accessibility](https://affpapa.org/en/nevibecode/tag/accessibility.md) · [audit](https://affpapa.org/en/nevibecode/tag/audit.md) · [cli](https://affpapa.org/en/nevibecode/tag/cli.md) · [context](https://affpapa.org/en/nevibecode/tag/context.md) · [dependencies](https://affpapa.org/en/nevibecode/tag/dependencies.md) ## Narrow this list Parameters: `?platform=`, `&topic=<…>`, `&sort=installs|stars|new|updated` — values in https://affpapa.org/en/nevibecode/agents.md --- NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md