Agent Readiness Index
Malesedi
Partially Agent-Ready · Grade D · Scanned August 6, 2026
Lesedi — the light. Chat to think, code to ship, fed by the mZanzi Mind and UbuntuMind federation. Obsidian black, vibranium violet, royal gold, kinetic teal. Bring your own key, or just walk in.
Discoverability
Can an AI agent find sitemaps, llms.txt, and machine-readable entry points?
Content
Can agents consume content cheaply via markdown, schema.org, and structured data?
Access Control
Are crawl rules and AI bot permissions declared in robots.txt?
Capabilities
Does the site expose APIs, MCP endpoints, or agent-usable tools?
Commerce
Can agents discover pricing and initiate payments (x402, MPP, UCP)?
Quality
Performance, token efficiency, and trust signals beyond baseline checks.
Content (5/100)
Improve content signals: llms.txt, robots.txt AI rules, structured data, MCP or OpenAPI endpoints, and agent-readable pricing where relevant.
Capabilities (27/100)
Improve capabilities signals: llms.txt, robots.txt AI rules, structured data, MCP or OpenAPI endpoints, and agent-readable pricing where relevant.
Access Control (40/100)
Improve access control signals: llms.txt, robots.txt AI rules, structured data, MCP or OpenAPI endpoints, and agent-readable pricing where relevant.
StartupHub audits the full website across 50+ checks: discoverability, content negotiation, access control, capabilities (API/MCP), commerce (x402/MPP), and quality.
Unlike pricing-only indexes, we measure whether AI agents can find, read, and act on the entire site, not just the pricing page.
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