The real catalog of tools for AI agents

Create your digital twin: a public page that answers from your own material, with citations.

A personal work twin for every AI agent: your confirmed guidance and explicit grants, enforced.

Six checks: llms.txt, llms-full.txt, .md twins, Accept: text/markdown, sitemap.md, alt link. Free.

Federated research discovery with S-Index metrics across a network of digital twins.

Factories and public digital twins anywhere on Earth for your AI: find makers, request builds.

Request a Brand Discovery Record: the human-approved facts AI cites. One tool, then a person.

AI agent testing: replay real sessions against a rebuilt staging environment to catch regressions.

Test ideas, messages and ads with Human Digital Twins built from real people, in your AI assistant.

MCP server for OriginalVoices - Ask AI twins questions about any audience

Warehouse digital twin: what-if simulation and AI optimisation of slotting, batching and labour.

Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

Read Gift Up! gift cards, orders, items, promotions and transactions (read-only, codes masked).

Create content and test it on a real audience — neuroflash Digital Twins inside Claude & Cursor.

Mirror MCP: Introspection for LLMs

Public MCP digital twin with synthetic systems and an agent firewall. No customer data.

Skybridge Example App showcasing a Time's up game with the LLM

Curated multilingual pick-up lines (Tagalog, pt-BR, Indonesian+) with English glosses.

Search Follow Up Boss leads, review calls and deals, and add notes, tasks and deal updates.

Turn an email, notes or a flyer into a free sign-up sheet with reminders and waitlists.

Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic