Ref — AI search visibility
Paid MCP server that gives AI coding agents fast, token-efficient access to up-to-date documentation for APIs and libraries, so agents stop hallucinating against stale training data · ref.tools
Cited in 0 of 10 buyer queries
Rank 50 of 101 on the index · checked 2026-09-06 · every row below is a measured result, not an estimate
THE QUERIES, AND WHO GETS NAMED INSTEAD
| Buyer query | Ref | Named instead |
|---|---|---|
| best MCP server for documentation | Not cited | — |
| how do I stop my AI coding agent from hallucinating API docs | Not cited | — |
| Context7 alternatives | Not cited | — |
| how to give Claude Code up to date library documentation | Not cited | — |
| best paid MCP server | Not cited | — |
| how to reduce token usage when my coding agent searches documentation | Not cited | — |
| MCP server that searches library docs for coding agents | Not cited | — |
| context7 vs deepwiki | Not cited | — |
| best way to give Cursor access to the latest API documentation | Not cited | — |
| how do I keep my AI agent from writing code against outdated library versions | Not cited | — |
Method: queries are phrased the way a buyer would ask, run against live AI answer engines on the date shown. “Cited” means the answer named Ref or drew on its site as a source. The full audit behind this page also records every source domain per query.
Why Ref doesn't appear — and how to fix it
The full audit names the exact pages answer engines read in this category, the three cheapest gaps to close, and the pages to publish first. It exists already — it is how this score was measured.
- Request the full audit — free, no call required.
- Run the five-second technical check — whether assistants can crawl and parse your site at all.
- Fix it yourself with the SEO Autopilot kit ($79), or have us do it for you — a $399 gap fix, a $2,000 full build, or a $250/month retainer.
Something wrong or already fixed? Re-audits are free and this page updates either way.
NEARBY ON THE INDEX
- Quotient Labs (Fermat's Last Token) — 0 of 10
- Rapid Claw — 0 of 10
- TesterArmy — 0 of 10
- ThumbGate — 0 of 11