No-Shell Agent Architect MCP server

No-Shell Agent Operating Pack

An open-source operating pack for people who already use AI agents but keep getting "empty-shell automation": files, buttons, or dashboards that look finished but do not actually run a real workflow.

This is not a prompt-pack that promises magic. It is a plain-language operating system for delegating work to ChatGPT, Claude, Codex, Gemini, Hermes, and similar agents with a real objective, inputs, tool choice, permissioned account route, validation, recovery, and live-action boundary.

No-Shell Agent Architect MCP

This repository now also ships a remote MCP/API product: No-Shell Agent Architect MCP.

Current launch mode: free public beta. There is no payment flow, usage gate, paid API call, or private customer data collection in this version. The goal is to observe GitHub stars, issues, workflow feedback, and real usage before deciding whether a paid version should exist later.

It takes a plain-language automation goal and returns:

• the recommended MCP/plugin/skill/tool stack;
• a copy-paste no-shell agent command;
• dry-run steps;
• QA and audit checks;
• recovery guidance;
• permissioned account routes and live-action boundaries for secrets, accounts, payments, publishing, and irreversible actions.
• a machine-readable M2M package contract for agencies, SaaS builders, and other agents that need to integrate the operating pack.

Local API preview:

npm install
npm run dev

Then open:

http://localhost:3000

Canonical remote MCP endpoint:

https://ai-automation-operating-pack.vercel.app/api/mcp

Live demo:

https://ai-automation-operating-pack.vercel.app

Launch kit:

https://ai-automation-operating-pack.vercel.app/launch

Public beta feedback:

https://github.com/loved0543-dotcom/no-shell-agent-operating-pack/issues/1

Machine-readable M2M package contract:

https://ai-automation-operating-pack.vercel.app/api/m2m-package

Official MCP Registry:

https://registry.modelcontextprotocol.io/v0/servers?search=no-shell-agent-architect-mcp

Compatibility URL:

https://no-shell-agent-architect-mcp.vercel.app

The compatibility URL is kept for old shared links only. New docs, client config, and registry metadata should use https://ai-automation-operating-pack.vercel.app.

Client config:

{
  "mcpServers": {
    "no-shell-agent-architect": {
      "url": "https://ai-automation-operating-pack.vercel.app/api/mcp"
    }
  }
}

Who this is for

• Non-developers, solo operators, freelancers, and small teams who want practical AI automation.
• People who know AI can code or automate, but do not know which plugin, skill, command, or workflow to start with.
• People who need "make this business workflow actually work", not only "generate some code".

What's included

• Free diagnostic: 10 reasons AI automations become empty shells.
• Free beta starter pack: Email and document automation workflow.
• Before/After demo: a shallow command vs a no-shell operating command.
• Customer intake sheet.
• Tool/router sheet for choosing agents, plugins, skills, MCP, browser, documents, spreadsheets, permissioned account connectors, or live-action review.
• Copy-paste command cards written in natural language.
• Result scorecard for catching fake completion.
• Recovery playbook: fix the upstream cause instead of stopping at one more gate.
• Permissioned connector v1 contract for Gmail/community account automation without password, cookie, or posting bypass.
• M2M package contract for MCP/API integrators, agencies, and builders.
• Validation tracker for a 20-person usefulness test.
• Public beta signal tracker for stars, issues, shares, and workflow feedback.

Quick start

Shortened. The full README is on GitHub.