AgentReady vs Tokenstead

AI agents hallucinate your content, miss half your pages, and give wrong answers about your product. AgentReady gives them a structured interface, MCP endpoint, cited...

Track the latest open-weight AI models, agent harnesses, and tooling. See what runs on your hardware, who's running what, and honest cost comparisons.

About AgentReady

AI agents hallucinate your content, miss half your pages, and give wrong answers about your product. AgentReady gives them a structured interface, MCP endpoint, cited answers, llms.txt, in under a minute. Free to start. Works with Claude, Cursor, Windsurf No credit card required Free to start. AgentReady handles crawling, indexing, MCP endpoint, and analytics automatically. See which of 9 AI products send people to your site. Instant audit of how well your site works for AI agents.

About Tokenstead

Track the latest open-weight AI models, agent harnesses, and tooling. See what runs on your hardware, who's running what, and honest cost comparisons. Tokenstead - Open AI Models, Tooling & Hardware Run AI on hardware you own - and follow the models worth running. Track the latest open-weight models, agent harnesses, and autonomous agents, then see which ones fit your rig. Honest speed estimates, cloud-pricing comparisons, and a source-cited tracker of who's running what - so no vendor or government order can switch off the model you depend on.