Provides tools for reviewing pull requests with codebase context and querying architecture, patterns, and dependencies.
Supports deploying the MCP server to Prefect Horizon for cloud hosting.
Allows interaction with Sanity CMS for content management and development workflow.
Enables checking the health and status of Vercel deployments.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@ylx-dev review the latest pull request"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
FastMCP v3 server for YLx photo proofing platform development workflow.
Tool | Fungsi |
| Review PR dengan konteks codebase |
| Query arsitektur, patterns, dependencies |
| Suggest fitur baru berdasarkan codebase |
| Security/quality audit |
| Generate test cases |
| Cek health Vercel deployment |
Related MCP server: GitHub Code Review Assistant
cd ~/ylx-mcp
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txtGITHUB_TOKEN=ghp_...
GITHUB_REPO=msph1973/ylx
SANITY_PROJECT_ID=741sif2l
SANITY_DATASET=production
SANITY_API_TOKEN=...
VERCEL_TOKEN=...
VERCEL_PROJECT_ID=ylx-msphpython server.py
# or
fastmcp run server.py:mcp --transport http --port 8000Push to GitHub repo
Sign in at https://horizon.prefect.io
Create server → entrypoint: server.py:mcp
Add environment variables in Horizon dashboard
{
"mcpServers": {
"ylx-dev": {
"url": "https://ylx-dev-assistant.fastmcp.app/mcp",
"transport": "http",
"headers": {
"Authorization": "Bearer fmcp_..."
}
}
}
}This server cannot be deployed
AI colleagues that keep your standards, your project and their reasoning between sessions
Read-only AI coding tools for change verification, release readiness, capacity, and guidance.
Structured visual plans and PR recaps with diagrams, prototypes, annotations, and sharing
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.
