Hy3 Code Review

PyPI Python License

An 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.

Plug it into Claude Code, CodeBuddy, Cursor, Cline, or any MCP client and get:

• Structured, severity-tagged code reviews from git diff
• Deep single-file analysis (security / performance / bugs / style)
• One-command pre-merge review of your local repository

---

Requirements

Dependency	Notes
Python ≥ 3.10
An OpenAI-compatible API endpoint	Local Hy3 (via vLLM/SGLang) or OpenRouter
uv (recommended) or pip	For installation

Option 1 — Local Hy3 (vLLM / SGLang)

Follow the Hy3 deployment guide to start vLLM or SGLang. The default endpoint is http://127.0.0.1:8000/v1.

# Example: vLLM on 8×H20 GPUs
vllm serve tencent/Hy3 \
  --host 0.0.0.0 --port 8000 \
  --tensor-parallel-size 8 \
  --trust-remote-code

Option 2 — OpenRouter (no GPU required)

Get a free API key at openrouter.ai, then set:

export HY3_BASE_URL=https://openrouter.ai/api/v1
export HY3_API_KEY=<your-openrouter-key>
export HY3_MODEL=tencent/hy3:free   # or google/gemini-2.5-flash for faster responses

---

Installation

Option A — one-liner with uvx (no install needed)

uvx hy3-code-review-mcp

Option B — pip install

pip install hy3-code-review-mcp
hy3-code-review-mcp          # starts the MCP server on stdio

Option C — from source

git clone https://github.com/mkun-dev/hy3-code-review-mcp
cd hy3-code-review-mcp
pip install -e .
hy3-code-review-mcp

---

Environment Variables

Variable	Default	Description
HY3_BASE_URL	http://127.0.0.1:8000/v1	vLLM / SGLang / OpenRouter endpoint
HY3_API_KEY	EMPTY	API key ("EMPTY" for local servers)
HY3_MODEL	hy3	Model name (e.g. hy3, tencent/hy3:free, google/gemini-2.5-flash)
HY3_ALLOWED_ROOTS	(unset)	Optional: colon-separated list of directories analyze_file may read

Never hard-code API keys. Pass them via environment variables only.

---

MCP Client Configuration

Claude Code

claude mcp add --scope user hy3-code-review uvx hy3-code-review-mcp \
  --env HY3_BASE_URL=https://openrouter.ai/api/v1 \
  --env HY3_API_KEY=<your-key> \
  --env HY3_MODEL=tencent/hy3:free

Or add manually to ~/.claude.json under mcpServers:

{
  "hy3-code-review": {
    "type": "stdio",
    "command": "uvx",
    "args": ["hy3-code-review-mcp"],
    "env": {
      "HY3_BASE_URL": "https://openrouter.ai/api/v1",
      "HY3_API_KEY": "<your-key>",
      "HY3_MODEL": "tencent/hy3:free"
    }
  }
}

CodeBuddy / WorkBuddy

Create or edit .mcp.json in your project root:

{
  "mcpServers": {
    "hy3-code-review": {
      "command": "uvx",
      "args": ["hy3-code-review-mcp"],
      "env": {
        "HY3_BASE_URL": "http://127.0.0.1:8000/v1",
        "HY3_API_KEY": "EMPTY",
        "HY3_MODEL": "hy3"
      }
    }
  }
}

Cursor

Edit ~/.cursor/mcp.json (global) or .cursor/mcp.json (project):

{
  "mcpServers": {
    "hy3-code-review": {
      "command": "uvx",
      "args": ["hy3-code-review-mcp"],
      "env": {
        "HY3_BASE_URL": "http://127.0.0.1:8000/v1",
        "HY3_API_KEY": "EMPTY",
        "HY3_MODEL": "hy3"
      }
    }
  }
}

Cline (VS Code extension)

Open VS Code settings → Cline → MCP Servers, and add:

{
  "hy3-code-review": {
    "command": "uvx",
    "args": ["hy3-code-review-mcp"],
    "env": {
      "HY3_BASE_URL": "http://127.0.0.1:8000/v1",
      "HY3_API_KEY": "EMPTY",
      "HY3_MODEL": "hy3"
    }
  }
}

---

Available Tools

review_diff

Review a git diff text or .diff/.patch file.

Parameter	Type	Required	Default	Description
diff	string	one of	—	Raw diff text (takes precedence over diff_file)
diff_file	string	one of	—	Path to .diff / .patch file
context	string	no	—	What this change is about
reasoning_effort	"no_think" | "low" | "high"	no	"high"	Hy3 reasoning depth

Example prompt:

Use hy3-code-review to review_diff with the following diff: <paste diff here>

Example output:

## Summary
This change replaces plain-text password comparison with MD5 hashing...

## Issues Found
- **[Severity: CRITICAL]** `auth/login.py:14` — MD5 is a broken hash algorithm...
  - Suggested fix: Use bcrypt or argon2.
- **[Severity: HIGH]** `auth/login.py:12` — SQL query is vulnerable to injection...

## Verdict
REQUEST CHANGES

---

analyze_file

Deep analysis of a single source code file.

Parameter	Type	Required	Default	Description
file_path	string	yes	—	Path to source file
focus	"security" | "performance" | "style" | "bugs" | "all"	no	"all"	What to focus on
reasoning_effort	string	no	"high"	Hy3 reasoning depth

Example prompt:

Use hy3-code-review analyze_file on ./src/auth/login.py with focus=security

---

git_diff_review

Automatically runs git diff <base_branch> in a local repo and produces a full review.

Parameter	Type	Required	Default	Description
repo_path	string	yes	—	Absolute path to the git repo
base_branch	string	no	"main"	Base branch to diff against
reasoning_effort	string	no	"high"	Hy3 reasoning depth

Example prompt:

Use hy3-code-review git_diff_review for repo_path=/home/user/myproject, base_branch=main

---

Running the Demo

# Set env vars
export HY3_BASE_URL=http://127.0.0.1:8000/v1
export HY3_API_KEY=EMPTY
export HY3_MODEL=hy3

# Run demo
python examples/demo_review_diff.py

Expected output:

Available tools: ['review_diff', 'analyze_file', 'git_diff_review']

=== Hy3 Code Review ===

## Summary
This diff upgrades password comparison to use MD5 hashing, but introduces two serious issues...

## Issues Found
- **[Severity: CRITICAL]** `auth/login.py:15` — MD5 is cryptographically broken...
- **[Severity: HIGH]** `auth/login.py:12` — SQL injection vulnerability remains unfixed...

## Verdict
REQUEST CHANGES

---

How It Works

MCP Client (Claude Code / CodeBuddy / Cursor / Cline)
        │  stdio transport
        ▼
hy3-code-review-mcp  (this server)
        │
        ├── read local files / run git commands
        │
        └── OpenAI-compatible HTTP call
                    │
                    ▼
            Hy3 API (vLLM / SGLang / OpenRouter)
            reasoning_effort=high

• Transport: stdio (local, zero network exposure)
• Hy3's reasoning_effort="high" is used by default for thorough reviews
• 256K context window handles large diffs and full files without truncation
• All API keys passed via environment variables — nothing hard-coded

---

Security

• File reads are restricted to HY3_ALLOWED_ROOTS if set (path traversal protection)
• base_branch is validated against ^[A-Za-z0-9][A-Za-z0-9._/-]*$ (git injection prevention)
• --no-ext-diff and GIT_CONFIG_NOSYSTEM=1 block RCE via malicious repo config
• Plaintext HTTP to non-local hosts triggers a stderr warning
• Errors are sanitized before returning to the client (no internal paths leaked)

---

License

Apache 2.0 — see LICENSE.