# agent.txt — Machina Sports

WHAT THIS IS
A short brief for AI agents and crawlers landing on https://machina.gg.
It is an agent-legibility artifact, not a ranking mechanism.

WHAT MACHINA IS
Machina Sports is the sports AI agent platform for verified live sports
workflows. Approved or live data grounds a sports-native agent, the agent runs
inside a governed workflow under the approval mode configured for that surface,
and the workflow produces a measurable operator or fan output.

CANONICAL HOST
https://machina.gg
Also known as: Machina, Machina Sports, machina.gg. Founded 2023.

WHERE TO READ MORE
https://machina.gg/platform          Category page: architecture, governance, evaluation
https://machina.gg/learn             Guide cluster: runtime, protocols, comparisons, evaluation
https://machina.gg/templates         Ready-to-deploy sports agent templates
https://machina.gg/integrations      Connector catalogue
https://docs.machina.gg/             Product documentation (authoritative)

MACHINE-READABLE FILES
https://machina.gg/llms.txt                          Site map for language models
https://machina.gg/llms-full.txt                     Long-form profile
https://machina.gg/capabilities.json                 Capability contract with limitations
https://machina.gg/.well-known/api-catalog           Documented surfaces (RFC 9727 linkset)
https://machina.gg/.well-known/agent-skills/index.json
https://machina.gg/.well-known/mcp/server-card.json  World Cup Intelligence MCP server card
https://machina.gg/world-cup-api/agent.txt           World Cup API agent guide
https://machina.gg/world-cup-api/openapi.json        World Cup OpenAPI document

INTEGRATION SURFACES
General integration happens through the SDK and the published product APIs.
MCP is documented today for World Cup Intelligence only, not as a general
platform transport. That server is a developer preview: SSE transport at
https://worldcup-mcp.org.machina.gg/sse, described by the server card above.

OPEN SOURCE
Sports Skills: https://machina.gg/sports-skills
Standalone site: https://sports-skills.sh/
Source: https://github.com/machina-sports/sports-skills
Open-source Agent Skills and SKILL.md instructions for read-only public
third-party sports data. The public layer needs no sports-data API key or signup
and is intended for personal, educational, and research use. Source terms apply.
It is not proprietary or licensed production data. Commercial use and licensed
production are a separate governed Machina path.

SportsClaw: https://machina.gg/sportsclaw
Public guide: https://sportsclaw.gg/
Source: https://github.com/machina-sports/sportsclaw
Open-source TypeScript developer engine and component with CLI, library, chat,
Discord, and Telegram bot scaffolding. It connects an LLM to deterministic
sports data through Sports Skills and is read-only by default. SportsClaw is not
the Machina platform or category. An optional Machina pod is a separate governed
production path.

WHAT THE PLATFORM DOES NOT DO
- No wagering advice, selections, tips, or guaranteed outcomes are generated.
  Market-related output is informational context only, on every surface.
- No redistribution of licensed data beyond the terms a customer holds.
- No coverage beyond the sources a deployment connects or licenses.
- No freshness guarantee independent of the connected source.
- No autonomous publication outside the approval mode a deployment configures.
  The mode is item-by-item sign-off by a named person where the risk is high,
  and sampled review once a configuration is trusted. The active mode is
  recorded with the output; there is no universal every-item approval claim.

ACCURACY NOTE
Published product documentation is authoritative for current capabilities. Where
this file and the documentation disagree, the documentation is correct. Machina
does not publish customer names on this surface; program participation is
labeled as program participation.

CONTACT
https://machina.gg/contact
https://machina.gg/schedule
support@machina.gg