Engineered with formal verification principles, strict type validation, and native production readiness.
Query over 100+ production-ready steps from Official and Community registries.
Guides AI to output clean code using mandatory `dto/`, `states/`, and `main.py` folder structures, including the new internal microservice `app/` layout.
Verify that any existing code structure complies with the WPipe standards using `validate_wpipe_project` to check directories, step decorators, and context schemas.
Automatically split monolithic Python scripts into modular class-based WPipe steps (`@step`) and shared contexts with `refactor_monolith_to_wpipe`.
Generate complete Mermaid DAG flowcharts and technical markdown specifications directly in the project's root `README.md` with `document_wpipe_project`.
Instantly build boilerplate test files with extensive English descriptions using `generate_wpipe_tests`.
Designed to eliminate low-level plumbing and cognitive friction, allowing engineers to build reliable solutions in minutes.
# Quickstart with wpipe-mcp
# Developed by wisrovi
import os
def main():
print('Initialized wpipe-mcp successfully.')
if __name__ == '__main__':
main()
wpipe-mcp is an integral component within the Wisrovi Binary Universe, engineered by William Steve Rodriguez Villamizar to unify high-throughput distributed systems, formal verification, and autonomous agent orchestration.