# Tikoly

> Public articles, projects, and profile for Tikoly.

## Core

- [About Tikoly](https://tikoly.com/about.md)
- [Projects](https://tikoly.com/projects/)
- [Answers](https://tikoly.com/answers/)
- [Profile JSON](https://tikoly.com/api/profile.json)
- [OpenAPI](https://tikoly.com/openapi.json)
- [Full corpus](https://tikoly.com/llms-full.txt)
- [MCP Catalog](https://tikoly.com/.well-known/mcp/catalog.json)
- [MCP Server Card](https://tikoly.com/.well-known/mcp/server-card.json)
- [MCP discovery shim](https://tikoly.com/.well-known/mcp.json)
- Public Ask worker not configured (static search / curated answers only)

## Series

- [Research](https://tikoly.com/writing/research/)
- [Product](https://tikoly.com/writing/product/)

## Answers

- [How do I get started with Tikoly?](https://tikoly.com/answers/get-started/): Tikoly is currently in private beta. Join the waitlist at tikoly.com to get early access. Beta users get 1M free tokens to test across all supported models.
- [What is Tikoly?](https://tikoly.com/answers/what-is-tikoly/): Tikoly is an LLM provider purpose-built for agent makers. It gives you real-time token cost visibility, instant model switching across 15+ providers, and double-entry token accounting with 99.999% auditability.

## Recent articles

- [Token Ledger](https://tikoly.com/2027/08/05/builders-token-ledger.md): A double-entry bookkeeping system providing 99.999% auditability for every token transaction across the Tikoly platform.
- [Token Ledger [中文待翻译]](https://tikoly.com/2027/08/05/builders-token-ledger-zh.md): Token 账本引擎 [中文待翻译]
- [Real-Time Telemetry Pipeline](https://tikoly.com/2027/03/12/builders-real-time-telemetry-pipeline.md): Sub-10ms real-time token streaming to all Tikoly dashboard users, powered by the RJ Data Center event cluster.
- [Real-Time Telemetry Pipeline [中文待翻译]](https://tikoly.com/2027/03/12/builders-real-time-telemetry-pipeline-zh.md): 实时遥测管道 [中文待翻译]
- [Tikoly v0.1 Beta](https://tikoly.com/2026/10/18/builders-tikoly-v0-1-beta.md): Tikoly v0.1 Beta opens the platform to the first cohort of waitlist members with early access to the Token Burn Dashboard, Model Switcher, and tikosim CLI.
- [Tikoly v0.1 Beta [中文待翻译]](https://tikoly.com/2026/10/18/builders-tikoly-v0-1-beta-zh.md): Tikoly v0.1 Beta 内测发布 [中文待翻译]
- [Content structure](https://tikoly.com/2026/07/02/content-structure.md): Tikoly landing content is organized under content/ with articles (explore, news, reports, builders), answers, profile, projects, series, and pages directories.
- [Welcome to Tikoly](https://tikoly.com/2026/07/01/welcome-to-tikoly.md): Tikoly is the LLM provider built for agent makers. This site documents features, research reports, product news, and builder events.
- [Cost Simulator](https://tikoly.com/2026/07/01/explore-cost-simulator.md): Pre-purchase token cost simulation — run real task profiles against any model and see exact dollar burn before committing to a package.
- [成本模拟器](https://tikoly.com/2026/07/01/explore-cost-simulator-zh.md): 购买前的 Token 成本模拟——针对任何模型运行真实任务配置文件，在承诺购买套餐前查看精确的美元消耗。
- [Model Switcher](https://tikoly.com/2026/07/01/explore-model-switcher.md): Instantly switch between 15+ LLM models mid-session and see the cost impact update in real time — DeepSeek, OpenAI, Anthropic, Google, Mistral and more.
- [模型切换器](https://tikoly.com/2026/07/01/explore-model-switcher-zh.md): 在会话中即时切换 15+ 种 LLM 模型，实时查看成本变化——支持 DeepSeek、OpenAI、Anthropic、Google、Mistral 等。