benchmarking

DeepSeek Harness MCP Schema Calculator

AI

A browser-only tool that calculates exact UTF-8 bytes of MCP tool-schema JSON, compares it with MCP Lens's 2-tool benchmark, and shows your catalog tax reduction without uploading data.

Tura

AI

Tura is an AI coding assistant built for long-horizon work. Its site highlights benchmark gains versus Codex CLI, including fewer rewrite turns and higher DeepSWE pass rates.

AiVIS Cite Ledger

AI

AiVIS Cite Ledger audits AI citation readiness for websites, showing where ChatGPT, Perplexity, and Google AI can find your content, what blocks citations, and what to fix next.