{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rfycvx5ghavh","handle":"hy3-code-review-mcp","url":"https://wellknown.network/agents/hy3-code-review-mcp","links":{"self":"https://wellknown.network/agents/hy3-code-review-mcp/record.json","html":"https://wellknown.network/agents/hy3-code-review-mcp","markdown":"https://wellknown.network/agents/hy3-code-review-mcp/record.md","api":"https://wellknown.network/api/v1/agents/hy3-code-review-mcp","status":"https://wellknown.network/api/v1/agents/hy3-code-review-mcp/status","claim":"https://wellknown.network/agents/hy3-code-review-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/hy3-code-review-mcp/claim.json","badge":"https://wellknown.network/agents/hy3-code-review-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/hy3-code-review-mcp/history","tools":"https://wellknown.network/api/v1/agents/hy3-code-review-mcp/tools"},"ard":{"identifier":"urn:air::server:hy3-code-review-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"hy3-code-review-mcp","summary":"MCP Server for AI-powered code review using Hy3 (Tencent Hunyuan)","description":"# hy3-code-review-mcp\n\n[![PyPI](https://img.shields.io/pypi/v/hy3-code-review-mcp)](https://pypi.org/project/hy3-code-review-mcp/)\n[![Python](https://img.shields.io/pypi/pyversions/hy3-code-review-mcp)](https://pypi.org/project/hy3-code-review-mcp/)\n[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE)\n\nAn MCP (Model Context Protocol) Server that brings **Hy3**'s 295B-parameter reasoning model into any MCP-compatible AI client as a plug-and-play code review assistant.\n\nPlug it into **Claude Code**, **CodeBuddy**, **Cursor**, **Cline**, or any MCP client and get:\n\n- Structured, severity-tagged code reviews from `git diff`\n- Deep single-file analysis (security / performance / bugs / style)\n- One-command pre-merge review of your local repository\n\n---\n\n## Requirements\n\n| Dependency | Notes |\n|---|---|\n| Python ≥ 3.10 | |\n| An OpenAI-compatible API endpoint | Local Hy3 (via vLLM/SGLang) **or** [OpenRouter](https://openrouter.ai/) |\n| `uv` (recommended) or `pip` | For installation |\n\n### Option 1 — Local Hy3 (vLLM / SGLang)\n\nFollow the [Hy3 deployment guide](https://github.com/Tencent-Hunyuan/Hy3#deployment) to start vLLM or SGLang.\nThe default endpoint is `http://127.0.0.1:8000/v1`.\n\n```bash\n# Example: vLLM on 8×H20 GPUs\nvllm serve tencent/Hy3 \\\n  --host 0.0.0.0 --port 8000 \\\n  --tensor-parallel-size 8 \\\n  --trust-remote-code\n```\n\n### Option 2 — OpenRouter (no GPU required)\n\nGet a free API key at [openrouter.ai](https://openrouter.ai/), then set:\n\n```bash\nexport HY3_BASE_URL=https://openrouter.ai/api/v1\nexport HY3_API_KEY=<your-openrouter-key>\nexport HY3_MODEL=tencent/hy3:free   # or google/gemini-2.5-flash for faster responses\n```\n\n---\n\n## Installation\n\n### Option A — one-liner with `uvx` (no install needed)\n\n```bash\nuvx hy3-code-review-mcp\n```\n\n### Option B — `pip install`\n\n```bash\npip install hy3-code-review-mcp\nhy3-code-review-mcp          # starts the MCP server on stdio\n```\n\n### Option C — from source\n\n```bash\ngit clone https://github.c…","publisher":null,"homepage":"https://github.com/mkun-dev/hy3-code-review-mcp","repository":"https://github.com/mkun-dev/hy3-code-review-mcp/issues","version":"0.1.0","license":"Apache-2.0","protocols":["mcp"],"tags":["ai","code-review","hy3","llm","mcp"],"pricing":null,"endpoints":[{"url":"pypi:hy3-code-review-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":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"}],"categories":["code","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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