Integrations get abandoned
The first working request is the moment a developer decides to stay. A wrong snippet ends it.
Done for you, not another platform
Make your API work inside Claude, Cursor, and ChatGPT.
We fix the documentation that makes AI tools guess wrong, then build, host, and maintain your MCP server. Done for you.
Free, within 48 hours. If your docs already work well with AI, we’ll tell you and you owe nothing.
“How do I authenticate requests to the Acme API?”
curl https://api.acme.dev/v1/orders \
-u "you@company.com:password"Wrong. Acme uses bearer tokens. The developer loses an hour, then blames the API.
“How do I authenticate requests to the Acme API?”
curl https://api.acme.dev/v1/orders \
-H "Authorization: Bearer $ACME_API_KEY"Correct. Answered from the Authentication guide in Acme’s docs.
The cost
When AI gets your API wrong, you pay for it.
Developers now ask an AI before they read your docs. A wrong answer rarely gets blamed on the AI.
Support absorbs the cost
Questions your docs should answer land with your team, at the price of engineering time.
Your product loses to easier ones
If AI explains a competitor correctly and yours wrongly, developers pick the one that worked.
Why us
MCP connects AI tools to your product. We do the work.
MCP (Model Context Protocol) is the open standard that lets tools like Claude and Cursor read and use your product directly. Here’s how doing it compares.
| Capability | Do it yourself | Auto-generating docs platform | MCPDocsDesk |
|---|---|---|---|
| Fixes unclear or missing docs | Your engineers’ time | No, it reads what already exists | Yes |
| Works with docs on any platform | Yes | Usually only on their platform | Yes |
| Someone else does the work | No | No, you configure it | Yes |
| A person to call when it breaks | Your team | Support tickets | Yes |
How it works
Four steps, and then we keep it working.
- First
We test your docs
Real questions, run across AI tools, every answer scored.
- Then
We fix the docs
Gaps filled, pages restructured, examples added. Notion, Confluence, ReadMe, GitHub, or custom sites.
- Then
We build and host your server
One-click install link for Claude, Cursor, and VS Code.
- Ongoing
We keep it current
Docs and server updated whenever your product ships.
How we test
We write 30 to 50 questions from your integration paths and common support issues, run them across Claude, ChatGPT, and Cursor, and score each answer. Every finding names the page to fix and the replacement text.
| Sample question | Claude | ChatGPT | Cursor |
|---|---|---|---|
| Authenticate a request | Wrong | Wrong | Correct |
| Paginate results | Partial | Partial | Wrong |
| Verify a webhook | Correct | Correct | Correct |
Sample scorecard. Fictional API.
Pricing
Fixed pricing. No surprises.
Setup
from $1,500 one time
Report, docs cleanup, and your MCP server live.
Hosting and updates
from $199 per month
Hosting, monitoring, and docs updates as your product changes.
You get a fixed quote after the free report, based on the size of your docs and API. Half to start, half when your server is live. Pay by card or bank transfer; crypto payment is available on request. Action servers, where agents can create users or run queries, are quoted separately.
Questions
Answers before you ask.
Who owns the docs you write?
You do. Everything we write for you belongs to you.
Is it secure?
The server exposes only the documentation you approve, and it is read-only by default. Action tools use scoped credentials that you control. We never hold private keys or sign transactions.
Can I cancel hosting?
Yes. Hosting is month to month, and you can take your docs and server configuration with you.
Our docs live in Notion or Confluence. Is that a problem?
No. We work from wherever your docs live, and we don’t ask you to switch platforms.
How long does setup take?
Usually about two weeks, depending on the size of your docs and API.
Do you work with web3 protocols?
Yes. Developer docs for protocols and SDKs are a natural fit.
Contact
Rather just ask a question?
Tell us what you’re working on and we’ll reply ourselves. No sales sequence, no forms to chase.
Already know where your docs live? Get the free report instead — it’s the faster route, and you’ll see the actual answers AI gives about your API.
Free report
See where AI gets your API wrong.
Paste your docs URL. Within 48 hours you get a scorecard like the sample above, free, with what to fix first.
If your docs already work well with AI, we’ll tell you and you owe nothing.