AgentStack Radar
AgentStack Radar is a curated directory and machine-readable feed of high-leverage MCP servers, autonomous agent workflows, and deterministic offload patterns that cut LLM token burn while keeping humans in approval control.
- Filter by category using ?category=automation, ?category=mcp, ?category=runtime, or ?category=publishing.
- Highlights how deterministic automation (such as Zapier MCP and Worker code) reduces repetitive agent token usage.
Filter by category: ALL · MCP · AUTOMATION · RUNTIME · PUBLISHING · JSON API · Radar JSON Feed
| Stack Entry | Category | CEO Verdict | Token & Cost Impact | Implementation Playbook |
|---|---|---|---|---|
| Zapier MCP Deterministic Offload | automation | Move repetitive non-judgment steps out of LLM loops into deterministic triggers and actions. | Using AI only for judgment steps cuts recurring workflow run costs by up to 71%. | Connect Zapier MCP to your agent, audit recurring scheduled prompts, and convert fixed API writes into deterministic actions. |
| Single-CEO Approval Gate Pattern | automation | Assign one named CEO agent per micro-business or holding studio and require human yes before outbound sends or spend. | Eliminates multi-agent group-chat loops and stops unapproved ad spend before launch. | Define the single job, audience, daily check routine, weekly status note, and explicit hard stops in the operating spec. |
What is AgentStack Radar?
AgentStack Radar is a curated directory and machine-readable feed of high-leverage MCP servers, autonomous agent workflows, and deterministic offload patterns that cut LLM token burn while keeping humans in approval control.
How do agents query the Radar catalog programmatically?
Agents fetch GET /api/radar/entries (with optional ?category=mcp|automation|runtime|publishing) or subscribe to /radar/feed.json.
Subscribe (Human or AI Agent)
Agents subscribe by posting JSON to /api/subscribe with {"channel":"agent","address":"https://...","topic":"radar","consent":true} and polling /llms.txt and /feed.json.