Fast Asdlc MCP Server

by shd-git• 27•• Scanned•Claim this listing•Request removal
Data Science & MLagentic sdlcai nativeasdlcc4 modelddd

Fast-ASDLC: 5x TTM with AI-native Agentic SDLC. Local-LLM first, Human-in-the-loop, Spec-driven. Built on DDD, Hexagonal Architecture, C4 Model & MCP. Features Meta-agents for self-improvement, Memory Bank for context persistence, and automated 100% test coverage. Everything-as-Code & Mermaid.js centric to save context window and slash token costs.

Fast Asdlc is an open-source mcp server by shd-git, with 27 GitHub stars and the MIT license. Its code was last updated Jul 1, 2026.

⚡ Fast-ASDLC

Reduce TTM by 5x with an AI-native Agentic SDLC framework.
Open-source | Open-Model Native | Human-in-the-loop | Architecturally Rigorous


License: MIT GitHub stars GitHub forks

🚀 The Vision

Fast-ASDLC is not just a collection of prompts; it is a complete engineering methodology designed for the AI era. It automates 80-90% of routine SDLC tasks—from requirements gathering to DevOps manifests—while maintaining 100% architectural integrity through strict adherence to DDD, Hexagonal Architecture, and SOLID principles.

Why Fast-ASDLC?

FeatureLegacy SDLCFast-ASDLC
Time to MarketWeeks/MonthsDays/Hours
Test Coverage20-60% (manual)90-100% (automated)
DocumentationOutdated/MissingAlways Sync (Everything-as-Code)
Architectural DriftCommonImpossible (Spec-Driven)
CostsHigh (Human-only)Zero Token Costs (Local AI)

🏗 Key Architectural Pillars

  • Agentic Roles: Specialized agents for Analysis, Architecture, Dev, QA, and SecOps.
  • Everything-as-Code: All artifacts (C4 models, Threat Models, Runbooks) are Markdown/Mermaid.js to optimize context window.
  • Spec-Driven Development: No code is generated without a verified architectural specification.
  • Data Sovereignty: Built for open weights. Deploy on your private infrastructure to eliminate data leaks.
  • Meta-Agent: A dedicated agent that continuously tunes the skills and workflows of other agents.

🛡 Battle-Tested Models

Fast-ASDLC is model-agnostic but officially verified in production environments using:

  • Qwen 2.5/3 (Coder) — Recommended for high-precision logic and hexagonal code generation.
  • GLM 4 — Recommended for complex analytical reasoning and multi-agent orchestration.

🛠 Repository Structure

Use this repository as a Template to start your new project:

  • .agents/ — Rules, Workflows, and Skills for your AI team.
  • .backlog/ — Intentions and feature definitions.
  • src/ — Hexagonal-layered source code (Domain, Application, Infrastructure).
  • tests/ — Automated test suite (Unit, Integration, Performance).
  • infra/ — Infrastructure-as-Code (Docker, K8s, Terraform) created by DevOps Agent.
  • docs/ — Live artifacts (DDD, C4 Models, Security, Specs), SRE & Ops documentation.

🤝 Contributing & Community

We aim for 5000+ stars and a vibrant ecosystem.

  • Want to contribute? See CONTRIBUTING.md.
  • Review Policy: All PRs are strictly reviewed by the author.

🏁 Quick Start (Launch in 2 Minutes)

Fast-ASDLC uses a self-bootstrapping engine powered by the Meta-Agent. You don't need to install heavy orchestrators—just copy a single prompt to initialize your environment.

1. Create and Clone

  1. Click the "Use this template" button at the top of this repository.
  2. Clone your newly created repository to your local machine.

2. Trigger the Meta-Agent Setup

  1. Open the cloned repository in your preferred AI-assisted editor (e.g., Cursor, VS Code with Cline, or Windsurf).
  2. Open your AI Assistant Chat sidebar, copy the entire content of the file /.agents/fast-asdlc/BOOTSTRAP-PROMPT.md, and paste it into the chat.
  3. The Meta-Agent will wake up and guide you through an interactive chat interview to configure your specific tech stack, local LLM models (Qwen/GLM), and language policies.

3. Deep-Dive & Advanced Setup

For a complete guide on how to hook up MCP servers, configure automated quality gates, and pass your first feature request to the Analyst Agent, see the comprehensive Onboarding Playbook (ONBOARDING.md).


💎 Financial Support

Developing a high-tier agentic framework requires significant R&D. If Fast-ASDLC helps your company save time and money, please consider supporting the author.

🌍 Global / EU Supporters

  • Cardholder: DMITRII SHAPIEVSKII
  • IBAN:
  • Mastercard:
  • GitHub Sponsors: TBD

🇷🇺 Russian Supporters

  • Card / Sber:
  • Boosty: TBD

Created with ❤️ by Dmitrii Shapievskii. Join the AI-native revolution.

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