Building gtm-api: one API and MCP server for LinkedIn, so AI agents can run GTM without a scraper stack.

Evgenii Salamatov • Peerlist

gtm-api gives developers and AI agents programmatic access to LinkedIn through accounts they own. One key exposes 250+ typed tools over MCP and a REST API with webhooks: search people and companies, send connection requests and messages, enrich profiles, and read the inbox.The safety layer is the product. Each account runs in its own anti-detect cloud browser with a dedicated proxy, new accounts warm up on a ramp computed from account health, and every action passes a server-side limit check before it fires. Outward actions support a preview and confirm step, so an over-eager agent cannot damage an account. gtm-api reports 20,000+ connected accounts at under a 1% monthly ban rate.The MCP server is the source of truth for the tool contract. The REST API, the OpenAPI spec and the docs are generated from it, so an agent and a human integrator read the same surface.Free plan, no card. Paid from $39 per account per month, scaling to $10 at volume, with unlimited calls.