10 actions in 4 pieces of software · ranked by words, meaning and measured trust · 538 ms

1. 1OpenThai-SystemOneverified and signedpassport

   modelrecord11,910 downloads/month

   • zero-shot-classification

     Task: zero-shot-classification

2. 2OpenThai SystemOnedemo or tutorialno passport yet

   MCP serverrecord

   • openthai_systemone_demo_decide

     Ask OpenThai-SystemOne typed questions about a state and get calibrated probabilities. Returns: An HTML summary of the answers, and the raw TypeSafe-style JSON response.

3. 3local-systemonefound in code, not yet checkedno passport yet

   MCP serveraxiomantic/local-systemone

   • laya_choice

     Ask Laya to pick one of several options. Returns the top choice, per-option probabilities, and confidence.

   • laya_noul

     Ask Laya a yes/no question. Returns a calibrated P(true) in [0, 1] plus confidence.

   • laya_score

     Ask Laya to score `state` on an ordered rubric. Returns an expected level index and the level distribution.

   • laya_triage_email

     Run Laya's email-triage preset on an email body: category, spam, phishing, urgency, needs reply.

   • laya_route

     Run Laya's model-routing preset on a request: difficulty, domain, needs tools, sensitive.

4. 4systemone-browser-mcpfound in code, not yet checkedno passport yet

   MCP serverhal9999/systemone-browser-mcp

   • browser_status

     Get task trace and, once stopped, current page evidence to verify results.

   • browser_cancel

     Request cancellation of the current task. Poll status until running is false.

   • browser_run

     Start an autonomous browser task using SystemOne. Supply url to open a website; a URL mentioned only in goal does not navigate. Omitting url continues an already open HTTP/HTTPS page, otherwise returns url_required. Returns a job ID immediately; poll browser_status. Completion is unverified: inspect