ai-architect

by cdeust · ai-ml · mcp-server, glama

Advanced setupBest for experimentalTrust score 15/100

An autonomous software-engineering pipeline for Claude Code that runs on real evidence: codebase intelligence tools, git analytics, deterministic verification rules, and zero LLM-judges-LLM. Every claim traces to a paper and every PR passes its own gates.

Source: https://github.com/cdeust/ai-architect-mcp

Install

git clone https://github.com/cdeust/ai-architect-mcp

Use this forAI-extracted

  • →Autonomously generate product requirement documents from GitHub issues and codebase analysis
  • →Create verified pull requests with 64 verification rules applied without manual LLM judging
  • →Analyze codebase intelligence using 17 tools including git analytics and code structure inspection
  • →Execute multi-stage software engineering pipelines from findings to production-ready code

Works with

Claude Code

Tags: mcp-server, glama

Source: glama

About ai-ml MCP servers and Claude skills

ai-ml MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

ai-architect is one of hundreds of ai-ml entries indexed on Skiln. Browse the full ai-ml category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

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Frequently asked questions

How do I install ai-architect?

Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.

Which clients support ai-architect?

Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.

Is ai-architect free?

The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.