ESTIMATESetup supplied · untested
Codex list QA and dedupe
Clean a lead CSV before sending
Codex CLI + verifier
≈$1–10 LLM only (ESTIMATE) + verifier cost (unsourced)
Codex
Clean CSVs and prepare pipeline reports with a coding agent.
Published pricing & unit estimates
Recorded from plays.json; not live pricing. Checked in the dataset 2026-10-16. Use each observation’s date below.
Unit prices not supplied. This cost cannot be independently reconstructed from the dataset. Verify vendor pricing before budgeting.
No verified per-lead cost can be derived. A subscription, API usage, or other service fees may apply.
MCP / CLI support
CLI named in data; Clay MCP support claimed in supplied source.
- Clay MCP GA in Claude, ChatGPT, Claude Code, Codex (clay.com/blog/mcp-for-reps); Apollo/HubSpot/Instantly/lemlist/HeyReach official MCP (knkoutbound.com/blog/gtm-cli-tools, Oct 2026)
Commercial links
No affiliate link is supplied for Codex. Pricing source links above are ordinary reference links.
Plays using Codex
ESTIMATEDraft · setup TBD
Weekly pipeline report agent
Auto summary of outbound KPIs
Codex/Claude + Instantly & HubSpot MCP
$1–5 per run LLM (ESTIMATE)