Monetize your Cloud Platforms MCP server expertise as an endpoint, billed per call.

Cloud operations work is episodic. A team needs a security audit before a launch, a batch of videos transcoded for a release, a GPU instance for a training run — then nothing for weeks. Subscriptions to episodic tools get cancelled; per-call endpoints get kept, because they cost nothing between episodes.

Agents amplify this. An autonomous agent managing someone's GCP environment with a gemini-cloud-assist-style troubleshooting tool needs it exactly when something breaks. A pay-per-call endpoint is the only commercial shape that matches "rarely, but urgently."

Three units of value dominate. Scans and audits — a cloud-audit security pass or a kastell hardening sweep — bundle hundreds of checks into one call. That's a deliverable a consultant would bill hours for; per-call prices in dollars are honest, not greedy.

Processing jobs price by the workload: a media transcode through a Transloadit-style pipeline scales with file size and robot count, so consider tiered tools (per-minute-of-video, per-document) rather than one flat price. Provisioning and management operations — creating instances, managing snapshots and keys — sit lower, often cents per call, since each is quick but still consequential. Pure reads like listing resources belong at the $0.01 floor.

Claim your server's listing with a GitHub ownership verification, then price each tool from the Loomal console — a single per-call price field you can revise whenever your cost model changes. No billing code: the x402 middleware in front of your remote endpoint handles the 402 challenge, and the facilitator verifies and settles each payment.

Every completed call returns an Ed25519-signed receipt with a Base transaction hash — useful in this category, where enterprises increasingly want auditable records of what their agents bought. Loomal's fee is 5% on settled transactions, currently waived.

The temptation in cloud tooling is to expose the provider's API one-to-one. Resist it — agents can reach AWS or Cloudflare directly. Your pricing power lives in synthesis: the attack-chain analysis that connects findings, the hardening report with fixes ranked, the cost estimate attached to a generated Terraform plan the way cloudwright frames it.

Structure your tool list so the synthesized verdicts are the headline-priced calls and the raw passthroughs are floor-priced conveniences. That's where a maintained, opinionated endpoint beats free alternatives.