# agents.txt - Agent Discovery & Action Policy for ZeroLabs
# Standard: https://agents-txt.com
# Canonical URL: https://labs.zeroshot.studio/agents.txt

User-agent: *
Allow: /

# Service Identity
Name: ZeroLabs
Description: Engineering blog, autonomous AI agent blueprints, VPS infrastructure, and verified code recipes by Jimmy G (ZeroShot Studio).
URL: https://labs.zeroshot.studio
Publisher: ZeroShot Studio
Author: Jimmy G
Contact: https://zeroshot.studio

# Agent Entry Point & Manifests
AI-Catalog: https://labs.zeroshot.studio/.well-known/ai-catalog.json
Agents-JSON: https://labs.zeroshot.studio/agents.json
Agents-MD: https://labs.zeroshot.studio/agents.md
LLMs-TXT: https://labs.zeroshot.studio/llms.txt
LLMs-Full: https://labs.zeroshot.studio/llms-full.txt
Documentation: https://labs.zeroshot.studio/connect-mcp

# Model Context Protocol (MCP) Public Server
# Free, public, read-only remote MCP endpoint for Cursor, Claude Code, OpenAI Codex, and autonomous agents.
MCP: https://labs.zeroshot.studio/api/mcp/sse
MCP-Fallback: https://labs.zeroshot.studio/api/mcp
MCP-Server-Card: https://labs.zeroshot.studio/.well-known/mcp/server-card.json
MCP-Manifest: https://labs.zeroshot.studio/.well-known/mcp.json
MCP-Hub: https://labs.zeroshot.studio/connect-mcp

# Authentication & Rate Limits
Auth: none
Auth-Type: none
Auth-Required: false
Rate-Limit: 60 requests/minute (unauthenticated)
Content-License: CC-BY-4.0

# Permitted Agent Actions
Action: read
Action: search
Action: code-extraction
Action: benchmark-retrieval
Action: agent-blueprint-retrieval

# Public MCP Tools
Tool: search_articles
Tool-Description: Search ZeroLabs engineering research, benchmarks, architecture guides, and agent blueprints.
Tool: get_article
Tool-Description: Retrieve full article text, architectural patterns, frontmatter, and verified implementations.
Tool: get_code_recipe
Tool-Description: Extract companion runnable code files (SKILL.md, AGENTS.md, config JSON) attached to posts.
Tool: list_zones
Tool-Description: Enumerate content taxonomies (agents, openclaw, vps-infra, ai-workflows, news, resources).
Tool: get_architecture_benchmark
Tool-Description: Retrieve verified runtime latency, cost, and throughput benchmarks for AI systems.
Tool: get_agent_blueprint
Tool-Description: Pull structured agent system prompts, schemas, and skill manifests.

# 1-Click Client Setup
Codex: codex mcp add zerolabs --url https://labs.zeroshot.studio/api/mcp/sse
Claude: claude mcp add --transport sse zerolabs https://labs.zeroshot.studio/api/mcp/sse
Cursor: https://labs.zeroshot.studio/.cursor/mcp.json