Overview
Before writing or updating MCP server code, this workflow searches for the latest API documentation, known issues, and breaking changes for each tool you plan to build. Catches problems before you write a single line of code.
Trigger
Daily cron at 7:00 AM or manual trigger before starting MCP development.
Schedule
Before each coding session
Workflow Steps
List MCP Tools to Build or Update
Define the APIs and endpoints your MCP server needs to wrap. Include the API name, endpoint path, and last verified date.
Search for Current API Documentation
Query Scavio for the latest official documentation for each API endpoint to verify current parameters, response formats, and authentication requirements.
Search for Breaking Changes and Known Issues
Query for recent breaking changes, deprecation notices, and community-reported bugs for each API.
Generate Pre-Coding Report
Compile findings into a report that developers review before starting MCP implementation work.
Python Implementation
import requests, os
H = {'x-api-key': os.environ['SCAVIO_API_KEY'], 'Content-Type': 'application/json'}
data = requests.post('https://api.scavio.dev/api/v1/search', headers=H, json={'query': 'example', 'country_code': 'us'}).json()
print(len(data.get('organic_results', [])))JavaScript Implementation
const H = {'x-api-key': process.env.SCAVIO_API_KEY, 'Content-Type': 'application/json'};
fetch('https://api.scavio.dev/api/v1/search', {method: 'POST', headers: H, body: JSON.stringify({query: 'example', country_code: 'us'})}).then(r => r.json()).then(d => console.log(d.organic_results?.length));Platforms Used
Web search with knowledge graph, PAA, and AI overviews