10 actions in 8 pieces of software · ranked by words, meaning and measured trust · 687 ms

1. 1clefverified and signedpassport

   modelrecord21,094 downloads/month

   • image-text-to-text

     Task: image-text-to-text

2. 2clef-browserfound in code, not yet checkedno passport yet
   • browser_run

     Have a fast decision model (Jev ~0.5s/step, Clef ~1–2s/step) do one small web task (navigate, search, click, fill forms) in the user's real, logged-in Chrome. Runs in a background tab that persists per session: omit url to continue where the last call left off. Returns {status, reason, url, title, a

3. 3clef-usefound in code, not yet checkedno passport yet

   MCP serverkotori0919/clef-use

   • computer_run

     Execute a high-level GUI goal autonomously until a terminal or escalation event.

4. 4clef-usefound in code, not yet checkedno passport yet
   • computer_abort

     Cancel execution and release all runtime-owned input state.

   • computer_status

     Read session status without starting new GUI work.

5. 5Clef Decision Modeldemo or tutorialno passport yet

   MCP serverrecord

   • clef_decision_model_decide

     Answer a typed question schema about a state with Cloudflare Clef. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: An HTML rendering

6. 6Clef Decision Playgrounddemo or tutorialno passport yet

   MCP serverrecord

   • clef_playground_decide

     Answer a table of typed questions about a state with Cloudflare Clef. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: HTML with per-

   • clef_playground_decide_json

     Answer a SystemOne-style JSON question schema about a state with Cloudflare Clef. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: HT

7. 7clef-mcpdemo or tutorialno passport yet

   MCP serverkanedayo/clef-mcp

   • decide

     Ask the local Clef decision model for fast typed decisions.

8. 8clef-safari-browserfound in code, not yet checkedno passport yet

   MCP servergshadow-dev/clef-safari-browser

   • browse

     Browse with Clef choosing every action; return evidence, status and budget usage.