{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_gvkz2utjar32","handle":"code-review-agent-mcp","url":"https://wellknown.network/agents/code-review-agent-mcp","links":{"self":"https://wellknown.network/agents/code-review-agent-mcp/record.json","html":"https://wellknown.network/agents/code-review-agent-mcp","markdown":"https://wellknown.network/agents/code-review-agent-mcp/record.md","api":"https://wellknown.network/api/v1/agents/code-review-agent-mcp","status":"https://wellknown.network/api/v1/agents/code-review-agent-mcp/status","claim":"https://wellknown.network/agents/code-review-agent-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/code-review-agent-mcp/claim.json","badge":"https://wellknown.network/agents/code-review-agent-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/code-review-agent-mcp/history","tools":"https://wellknown.network/api/v1/agents/code-review-agent-mcp/tools"},"ard":{"identifier":"urn:air::server:code-review-agent-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"code-review-agent-mcp","summary":"An MCP server that reviews your code the way a kernel maintainer would: bluntly, technically, without diplomacy.","description":"# Code Review Agent MCP\n\n> AI code review agent that doesn't sugarcoat. If your code is bad, it tells you. Bluntly.\n\n[![PyPI version](https://img.shields.io/pypi/v/code-review-agent-mcp.svg)](https://pypi.org/project/code-review-agent-mcp/)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Code style: ruff](https://img.shields.io/badge/code%20style-ruff-000000.svg)](https://github.com/astral-sh/ruff)\n\nAn AI-powered MCP (Model Context Protocol) server that reviews your code the way experienced maintainers review patches on serious projects: technically, directly, without diplomacy.\n\n## What it does\n\n- **AI code review** — reviews code snippets, files, git diffs, and commits\n- Returns findings with severity labels: `CRITICAL`, `MAJOR`, `MINOR`, `NIT`, `CLEAN`\n- Cites specific line numbers for every finding\n- Explains why something is bad, then how to fix it\n- Ends with a clear verdict: \"Ship it.\" or \"Do not merge until...\"\n- **No false praise. No hedging. No apologies. No filler.**\n\n## Why?\n\nMost AI code reviewers are trained to be polite. They preface criticism with \"great work but...\", they hedge with \"you might want to consider...\", they soften findings with \"this could potentially be an issue\".\n\nThat's not how serious code review works. On real projects (Linux kernel, PostgreSQL, Redis, SQLite), maintainers review patches directly. They find problems and call them out clearly. They don't exist to make the author feel good — they exist to make the code better.\n\nThis MCP encodes that tradition. The personality IS the product.\n\n## Anti-RLHF engineering\n\nLLMs are RLHF-trained to be polite. This AI agent fights that with three layers:\n\n1. **System prompt** — 12 core principles (code-not-coder, verdict-first, severity labels, line citations, no false praise, no hedging, no apologies, no filler, second pers…","publisher":null,"homepage":"https://github.com/frangelbarrera/code-review-agent-mcp","repository":"https://github.com/frangelbarrera/code-review-agent-mcp","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol","code-review","ai","llm","blunt","kernel-style"],"pricing":null,"endpoints":[{"url":"pypi:code-review-agent-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"code.review","name":"Code Review","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.825,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["code","data","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"code-review-agent-mcp","registry":"pypi","observedAt":"2026-11-09T02:25:43.168Z","publishedAt":"2026-07-25T21:25:34.180835Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"code-review-agent-mcp","url":"https://pypi.org/project/code-review-agent-mcp/","firstSeenAt":"2026-09-09T11:31:36.930Z","fetchedAt":"2026-11-09T02:24:19.227Z","normalizedAt":"2026-11-09T02:24:19.227Z"}]},"firstSeenAt":"2026-09-09T11:31:36.930Z","updatedAt":"2026-11-09T02:25:43.168Z"}