Loomal

How to monetize Documentation Access MCP servers with x402.

A good docs server stops agents from hallucinating APIs. That's measurable value on every lookup — and x402 lets you collect it per call instead of giving it away.

Documentation access is the quiet workhorse of agent coding. Context7 — at 57,000+ GitHub stars, one of the most popular MCP servers in existence — exists because models ship with stale knowledge and agents need current docs at prompt time. Every serious coding agent makes docs lookups; most makers of docs servers make nothing from them.

The category already shows where this is heading: RevoGrid ships both a free hosted docs server and a hosted Pro variant. x402 generalizes that move — any docs endpoint can charge per lookup, paid by the agent's wallet in USDC before the handler runs.

Why docs lookups are worth real money

A hallucinated API signature costs an agent a failed compile, a debugging loop, and thousands of wasted tokens. The Unreal Engine and Unity API documentation servers in this category pitch exactly that: accurate signatures that prevent hallucination. Preventing a multi-cent failure for one cent is the kind of trade an autonomous agent makes every time.

Maintaining that accuracy is also genuinely costly. Docs servers must ingest, index, and re-index documentation as frameworks ship new versions — Sceneview MCP covers an SDK across Android, iOS, and Web; augments-mcp-server tracks many frameworks at once. Freshness is the product, and freshness has an ongoing bill.

Pricing logic: per lookup, more for synthesis

The unit of value is one resolved lookup — a question in, a relevant chunk of current documentation out. Straight retrieval prices well at the $0.01 minimum; the volume comes from agents calling on every task. Tools that synthesize rather than retrieve are worth more: migration guidance, feature checks against versions, or generated example code (the RevoGrid servers do all three) involve more compute and deliver more finished value, supporting $0.02–$0.10 per call.

Resist the urge to charge per token returned. Agents budget per call, and a docs server that returns a tight, token-efficient answer at a fixed price is more attractive than one with variable costs.

The x402 mechanics on a docs endpoint

Your middleware answers an unpaid call with HTTP 402 and the price. The agent's wallet signs and retries, USDC settles on Base in about two seconds, and only then does your retrieval handler run. Settlement is final — no chargebacks — and the Ed25519-signed receipt gives the agent's operator a verifiable record of every lookup. For a high-frequency, low-price category like docs, the fact that the agent pays before your handler executes is what makes one-cent pricing viable: there's no billing reconciliation to amortize.

Getting paid through Loomal

There are 84 documentation servers live on the Loomal marketplace. Claim yours by verifying GitHub ownership, then connect your hosted endpoint and set a price in the console. Minimum is $0.01 per call; repricing is one field, so you can test whether your lookups command more. Loomal's fee is 5% of settled transactions and is currently waived.

If you maintain docs for your own product — the RevoGrid and Ignite UI pattern — a paid MCP endpoint doubles as a support channel that funds itself.

Frequently asked questions

Documentation is free on the web. Why would an agent pay for it?

The agent isn't paying for the docs — it's paying for current, indexed, token-efficient retrieval at prompt time. Scraping and parsing framework docs mid-task is slow and unreliable; a maintained docs server returns the right chunk in one call. The value is the pipeline, not the content.

What should a docs lookup cost?

Plain retrieval works at the $0.01 minimum, which agents will pay thousands of times without friction. Synthesis tools — version-aware feature checks, migration guidance, generated examples — justify $0.02 to $0.10. Start low, watch volume in the Loomal console, and reprice in one field.

Can I keep a free tier and a paid tier?

Yes, and the category already does this — RevoGrid lists both a standard and a Pro hosted server. A common split is free basic lookups on one endpoint and paid synthesis or priority freshness on another. Each listing on Loomal carries its own per-call price (minimum $0.01 for any paid tool).

How do I start if my docs server is currently a local package?

Deploy it as a remote streamable-HTTP endpoint, put x402 middleware in front, claim your Loomal listing via GitHub verification, and set the price in the console. The facilitator handles payment verification and settlement; you never write payment code.

Run a Documentation Access MCP server?

Claim your listing, set a per-call USDC price, and let AI agents pay for every call over x402.

List it on Loomal