0n3
MCP servers · Detect & Refine · connector · GPT action

Connect ChatGPT to Detect & Refine

One line gives ChatGPT your Detect & Refine account as tools: 3 endpoints, track, grade, lookup grade, called with your own connection. No key in the prompt, a receipt for every call, revoke ChatGPT's access alone any time.

Get the line for ChatGPTConnect Detect & Refine first

Three steps

  1. Create a free 0n3 account and connect Detect & Refine. Paste a key or sign in; it lands in your vault, encrypted.
  2. Install 0n3 into ChatGPT. A custom connector in Developer mode, or an Action on a custom GPT from the OpenAPI spec.
  3. Ask ChatGPT: whoami. Then: "Track in Detect & Refine".
Custom connector (needs Developer mode)
  1. Settings → Connectors (or Apps) → Advanced → Developer mode on
  2. Create → name 0n3 · MCP server URL https://0n3.app/mcp · Authentication: OAuth
  3. Finish the sign-in with your 0n account
  4. Enable the connector in a chat and ask: "whoami"

ChatGPT connectors cannot send a static header, so 0n3 signs you in through its OAuth door (dynamic client registration is on).

The line above carries a placeholder; 0n3.app/install mints a real key named for ChatGPT and fills it in.

What ChatGPT can then do in Detect & Refine

Track · Beacon ingestion — find-or-create dr_clicks row, upsert dr_sessions by uuid1
TrackPOST /api/track
Grade · Rule-based + Groq openai/gpt-oss-20b refinement, persists to dr_ai_scores1
GradePOST /api/grade
Lookup grade · Fetch latest grade for a session_id, click_id, or click_id_value0
Fetch latest grade for a session_id, click_id, or click_id_value
Rollup · Counts by grade, network, and crm_pipeline (sale/nurture/dead/x)0
Counts by grade, network, and crm_pipeline (sale/nurture/dead/x)
Export to sheet · Append graded rows to a Google Sheet via OAuth (composes with google_sheets)0
Append graded rows to a Google Sheet via OAuth (composes with google_sheets)
More · Everything else this app exposes.1
StatsGET /api/stats

Detect & Refine in other AI clients

Claude Code + Detect & RefineMCP server + skillClaude (desktop & claude.ai) + Detect & RefineconnectorCodex CLI + Detect & RefineMCP serverGemini CLI + Detect & RefineMCP serverCursor + Detect & RefineMCP serverVS Code (Copilot) + Detect & RefineMCP serverWindsurf + Detect & RefineMCP server

ChatGPT with other apps

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