{"data":{"slug":"open-code-review","name":"Open Code Review","tagline":"Apache-2.0 hybrid deterministic+LLM review agent (MCP/plugins)","category":"agents","categoryName":"AI Agents","url":"https://open-codereview.ai","github":"https://github.com/alibaba/open-code-review","pricing":"open-source","hook":"Open Code Review is Alibaba’s Apache-2.0 code-review CLI — deterministic pipelines plus an LLM agent, not a pure lint pass and not a generic coding agent.","whatsGood":"Apache-2.0 (alibaba/open-code-review). Hybrid architecture: rule/file selection and bundling stay deterministic; the agent does repo-aware, line-level review with tool use. Built-in multi-language ruleset, OpenAI/Anthropic-compatible endpoints, CI hooks, MCP client for plugins, and delegation mode so your coding agent can run the review. Docs and product at open-codereview.ai.","theCatch":"Vs Semgrep/Gitleaks (deterministic SAST/secrets): OCR adds an LLM agent layer for context-heavy review, not a drop-in replacement for static rules alone. Vs Claude Code/SWE-agent/OpenHands (general coding agents): OCR is a purpose-built review harness, not a full autonomous coder. BYO LLM cost — you bring the model endpoint and pay the provider; the OSS CLI itself is free.","verdict":"Apache-2.0 hybrid review agent. Deterministic+LLM vs Semgrep/Gitleaks and vs general coding agents; BYO LLM.","addedAt":"2026-09-16","featured":false,"domain":"AI Agents","subSpecialty":"Coding Agents","subcategory":"Coding Agents","tags":["mcp","cli","self-host","permissive","coding-agents","active","young-repo","fast-stars"],"capabilities":["review","mcp","cli"],"surfaces":["MCP","CLI","Self-host"],"ecosystem":["Multi-platform"],"licenseModel":"Apache-2.0","githubStars":47613,"starsPerWeek":2156,"access":"free","archived":false,"repo":{"createdAt":"2026-05-18","pushedAt":"2026-10-19","license":"Apache-2.0","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/open-code-review","html":"/gems/open-code-review","markdown":"/gems/open-code-review.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}