Last updated 10-07-2026
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looot
looot gives your coding agent one key to call external data APIs: email finders, scrapers, SEO rank checks, social trend feeds, and dozens of other jobs, without signing up for each vendor separately. You fund a workspace balance, paste a setup prompt into Claude Code, Cursor, or any MCP client, and your agent sees live per-call prices before it spends anything.
Most data stacks make you pick one email vendor or one SERP tool and live with that rate. looot compares providers for the same operation inside one catalog and surfaces the cheapest useful match first, so the agent can retry down the list when a lookup misses.
Growth and sales teams use it to build lead lists, verify inboxes, and pull ad libraries from a single agent session. SEO and research workflows can mix ranking, scraping, and web search calls on the same ledger instead of juggling invoices.
Bring-your-own-key mode runs at the provider's stated cost with no markup, while looot's platform key adds a disclosed fee that appears in the quote. Runs reserve balance up front, settle on success, and release funds when a call fails.
16 MCP tools cover search, inspect, run, and balance across a 2,600+ operation catalog
Compares multiple providers per job and lists cheapest matches first (email lookup from about $0.0036 in live demos)
Quotes every call before it runs; failed runs release reserved funds
Works in Claude Code, Cursor, Codex, ChatGPT, Windsurf, Cline, and other MCP agents
Bring your own provider keys at provider cost, or use looot's key with a disclosed fee
Replaces a stack of single-vendor subscriptions with one MCP connection and a shared balance.
Shows per-provider prices side by side so agents can pick the cheapest qualifying endpoint.
Failed runs do not silently charge; reservations release when the provider returns nothing.
Every workflow spend requires a funded balance; there is no free trial credit to experiment.
Per-call costs vary widely by operation, so heavy scraping or verification batches need close balance monitoring.
You still depend on third-party data vendors behind the catalog when a provider has coverage gaps.
Does looot have a free plan?
No. looot is pay per call with a funded workspace balance. You can browse the public catalog without an account, but running operations requires signing in, topping up (the minimum shows at checkout), and there is no trial credit.
How much does looot cost?
looot charges per API call, with prices shown before each run. Homepage examples start around $0.0020 per call for some jobs, while email finders on the pricing page list Hunter at $0.0265 per result. You add balance in top-ups such as $5, $10, or $25.
Which AI agents work with looot?
looot connects through CLI or MCP to Claude Code, Cursor, Claude Desktop, Codex, Gemini CLI, Windsurf, Cline, OpenClaw, Hermes Agent, ChatGPT, and any other MCP-compatible agent. The same 16 tools are available regardless of client.
Can I use my own API keys with looot?
Yes. looot lets you attach your own provider credentials from the catalog's bring-your-own-key option. Those runs bill at the provider's own rate with no looot markup; platform-key runs add a disclosed fee shown in the quote.
What happens when a looot API call fails?
looot reserves funds before a run starts rather than charging upfront. A successful run settles the reservation at the quoted price, a failed run releases or refunds it, and unclear outcomes stay in reconciliation instead of silent retries.
How many data providers does looot include?
looot routes agents through 90+ third-party data providers behind one key, with more than 2,600 catalog operations for email, scraping, SEO, social, ads, and company data. Your agent picks the operation; looot handles provider routing.