Best Review AI Skills & MCP Servers

MCP server for developer workflows — PR review, daily reports, task management, plugin research

Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, and more.

MCP server for Bitbucket API integration - supports both Cloud and Server

KERN MCP server — compile, review, and analyze .kern files via MCP

MCP server enabling AI assistants to search Wikimedia Commons images with metadata and visual previews

Complete Model Context Protocol (MCP) server for Google Play — 150 tools, full Android Publisher API v3 + Play Developer Reporting v1beta1. Edits, store listings, monetization, in-app purchases, subscriptions, reviews, orders, crash/ANR/error reporting. W

Anti-Hallucination AI Agent Kit — 40 specialist agents, 32 slash commands, 16 parallel Tribunal reviewers, Performance Swarm engine, Supreme Court case law pipeline, and long-running agent harness.

ctxloom — The Universal Code Context Engine. A local-first MCP server providing intelligent code context via hybrid Vector + AST + Graph search with Skeletonization (92% token reduction).

MCP server for Next AI Draw.io - AI-powered diagram generation with real-time browser preview

MCP server for the squad-dev workflow: classification, risk scoring, agent selection, advisory orchestration

Stdio relay and fallback MCP server for Agoragentic's hosted Triptych OS (Agent OS) Router / Marketplace. Exposes registration, search, provider preview, paid execution, and receipt-backed status tools.

Structured code review — analyze code quality, security, architecture patterns, compare versions.

Full project audit workflow — code quality review, security scan, architecture analysis, and metrics report.

MCP server for interacting with CodeRabbit AI reviews on GitHub pull requests. Enables LLMs to analyze, implement, and resolve CodeRabbit suggestions programmatically.

AI team coordination — loads dispatch, parallel, debate, review, agent for multi-agent orchestration.

Node.js MCP server for GitLab code review operations with AI integration support

RCA infrastructure for AI-built code. Code knowledge graph + opinionated RCA engine, exposed via MCP (Cursor / Claude Code / Cody / Cline / Continue / Windsurf / Zed) plus CLI and library. RCA is the wedge; the same engine covers code review, refactor bla

MCP server that gives Claude Code persistent memory of your codebase, backed by Gemini's 2M-token context. Includes eager `ask`/`code` for cached repo Q&A and `ask_agentic` for agentic file access on repos that exceed the model's input-token limit.

API-first MCP server for multi-model cross-review with unanimous convergence gates.

CodeAtlas MCP server — 40 tools + 8 resources that expose live codebase architecture (routes, sequences, diffs, impact analysis, architecture violations, read-only SQL access) and AI-driven code review (per-entry-point review, evidence-gated findings, cus

Official MCP server for Autousers — UX evaluation, calibrated AI personas, side-by-side design review.

Flag 14 risk clauses in any contract in <60s.

**Independent Shopify app discovery for AI agents.** Search, compare, and pull metadata for 8,000+ ecommerce apps from the EcomGraph catalog. ## Tools - `search_apps` — full-text search with optional category filter - `get_app` — full app record (pricing, ratings, reviews, FAQ)

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR. Fetch PDFs and extract full text to accelerate literature reviews. Get consistent metadata for easier filtering, citation, and analysis.