{"data":{"slug":"jev-review","name":"Jev Review","tagline":"Local MCP that scores coding-agent diffs with TypeSafe Jev","category":"agents","categoryName":"AI Agents","url":"https://github.com/NiazMorshed2007/jev-review","github":"https://github.com/NiazMorshed2007/jev-review","pricing":"freemium","hook":"Jev Review is a local stdio MCP that feeds Claude Code, Codex, Cursor, and OpenCode structured quality scores while they implement — no hosted review backend.","whatsGood":"MIT plugin (NiazMorshed2007/jev-review). One focused `jev_review` tool returns typed dimension scores (correctness, complexity, changeability, modularity, tests, security, …) with confidence and delta vs a prior eval. API key stays on your machine; only direct calls go to the configured Jev API. Install via `npx plugins add` for major coding agents.","theCatch":"Scoring depends on a paid/early-access TypeSafe Jev API key — the MCP is OSS, the brain is not (same family as typesafe-computer-use). Vs CodeRabbit/PR bots: this is an in-loop agent checkpoint, not a GitHub review bot. Jev returns scores, not prose root-cause essays — the coding agent still has to diagnose.","verdict":"MIT MCP wrapper over paid Jev. Use for continuous in-agent quality signals when you already have a TypeSafe key.","addedAt":"2026-09-21","featured":false,"domain":"AI Agents","subSpecialty":"Agents","subcategory":"Coding Agents","tags":["mcp","local-first","free-tier","permissive","coding-agents","active","young-repo"],"capabilities":["mcp"],"surfaces":["MCP","Hosted"],"ecosystem":["Multi-platform"],"licenseModel":"Freemium","githubStars":243,"starsPerWeek":52,"access":"free","archived":false,"repo":{"createdAt":"2026-09-17","pushedAt":"2026-09-17","license":"MIT","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/jev-review","html":"/gems/jev-review","markdown":"/gems/jev-review.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}