DNS for Human Time

Every person's time is scattered across calendar providers — Google Calendar for work, Outlook for the enterprise, iCloud for personal life. These systems are walled gardens. When AI agents schedule on behalf of humans, they inherit this fragmentation.

Just as DNS resolves a domain name to an IP address, Temporal Cortex resolves a person's identity to their true availability — across every calendar, every provider, every timezone.

We're building the open scheduling infrastructure that makes this possible: deterministic time math, cross-provider availability merging, and atomic booking that prevents race conditions — accessible via MCP, A2A, REST, and browser. You build the agent, we handle the calendars.

Why did we build Temporal Cortex?

It started with a simple observation: when you ask an AI agent to schedule a meeting "next Tuesday at 2pm," it gets the date wrong about half the time. The OOLONG benchmark confirms this — even frontier models score below 50% on temporal reasoning tasks.

We looked at the existing calendar tools for AI agents. They were all thin CRUD wrappers — list events, create events, delete events. They delegated all temporal reasoning to the LLM. No locking, no conflict detection, no availability computation. They weren't solving the problem; they were passing it through.

The insight was that calendar scheduling is not a language problem. Resolving "next Tuesday" to a date is not ambiguous — it's arithmetic relative to today. Expanding a biweekly RRULE across a DST transition is not judgment — it's an algorithm defined by RFC 5545. Booking a slot without double-booking is not coordination — it's a lock.

So we built the computation layer that LLMs are missing: the Truth Engine for deterministic RRULE expansion, Two-Phase Commit for conflict-free booking, and a cross-provider availability graph that merges Google Calendar, Outlook, and iCloud into a single view.

The LLM does what it's good at — understanding intent. The tools do what they're good at — computing the answer. That's the division of labor that makes AI scheduling reliable.

What makes Temporal Cortex different?

Temporal Cortex is the only open scheduling infrastructure with distributed locking via Two-Phase Commit, deterministic RRULE expansion via Truth Engine (written in Rust with 9,000+ property-based tests), cross-provider availability merging, and protocol negotiation across MCP, A2A, REST, and browser.

Distributed Locking (Two-Phase Commit)

Nobody else has this in MCP. Lock → verify → write → release. If any step fails, everything rolls back. Zero double-bookings, even with concurrent agents.

Truth Engine

Deterministic RRULE expansion — not API-dependent, not LLM-dependent. Handles DST transitions, BYSETPOS, EXDATE with timezones, leap year recurrences, and cross-year boundaries. Computed locally, always correct.

Availability Merging

Returns "these slots are free across all calendars" — not raw events for the agent to figure out. Google + Outlook + iCloud merged into one unified view.

Frequently asked questions

What does 'DNS for Human Time' mean?

Just as DNS resolves a domain name to an IP address, Temporal Cortex resolves a person's identity to their true availability — across every calendar provider, every timezone, every scheduling constraint. This is the long-term vision: infrastructure that enables agent-to-agent scheduling without human intervention, like DNS resolvers — invisible but essential.

Who builds Temporal Cortex?

Temporal Cortex is built by Billy Lui as an open-core project. The core libraries (TOON encoder and Truth Engine) are open source under MIT/Apache-2.0. The commercial platform adds safety, metering, and multi-calendar orchestration for teams and enterprises.

What is the MCP protocol?

The Model Context Protocol (MCP) is an open standard for connecting AI agents to external tools and data sources. Created by Anthropic and now governed by the Linux Foundation's Agentic AI Foundation, MCP has over 10,000 active servers and 97 million monthly SDK downloads. Temporal Cortex is an MCP server that provides calendar scheduling tools to any MCP-compatible AI agent.

Who builds Temporal Cortex?

Temporal Cortex is built as an open-core project — open-source foundations with a commercial platform for teams and enterprises.

Billy Lui

Billy Lui

Founder

Building the scheduling layer for the agentic web — so any AI agent can schedule with anyone. Obsessed with deterministic computation, protocol design, and making AI agents reliable.

Get in touch

Building with calendar data? Have questions about Temporal Cortex? Want to explore enterprise or partnership opportunities?