# Use LLMBase with your agent.

[LLMBase](https://llmbase.ai/) (`llmbase.ai`) registers 4 WebMCP tools. 4 of 4 tools declares `readOnlyHint`, so an agent can invoke them through `tools.call`. The registry runs the tool in a fresh headless page on llmbase.ai and returns untrusted site content.

This page mirrors the [WebMCP Registry](https://wmcp.ai/sites/llmbase.ai) listing for `llmbase.ai`, last live-checked by the registry at 2026-09-22T21:02:32.937Z. Run `ghostget webmcp sites.get --input '{"domain":"llmbase.ai"}' --json` for the current schema; the listing can drift between checks.

## Use LLMBase with my agent

Ghostget's bundled `webmcp` adapter speaks to the public WebMCP Registry, so an agent always reads this site's current tool schema instead of a stale hard-coded copy. Install v0.18.35, sync bundled adapters once, then call the registry operations:

```
bun add --global https://github.com/hraness/ghostget/releases/download/v0.18.35/hraness-ghostget-0.18.35.tgz
ghostget adapter sync-bundled --json
```

**Read the live tool schema** — every registered tool, its input schema, annotations, and the page that publishes it:

```
ghostget webmcp sites.get --input '{"domain":"llmbase.ai"}' --json
```

**Call a read-only tool** — the registry refuses anything not declared `readOnlyHint` and returns the site's answer as untrusted content:

```
ghostget webmcp tools.call --input '{"domain":"llmbase.ai","tool":"llmbase.docs.lookup","input":"{}"}' --json
```

## Registered WebMCP tools

LLMBase publishes 4 tools on llmbase.ai; 4 declare `readOnlyHint`.

| Tool | What it does | Callable through Ghostget |
| --- | --- | --- |
| `llmbase.docs.lookup` | Return the most relevant public LLMBase documentation pages for a query. | Callable read-only tool |
| `llmbase.leaderboard.get` | Fetch a public leaderboard slice from the LLMBase website API. | Callable read-only tool |
| `llmbase.models.search` | Search the public LLMBase model catalog by slug, name, or provider. | Callable read-only tool |
| `llmbase.pricing.get` | Return the public LLMBase pricing pages grouped by family. | Callable read-only tool |

## What to expect

- **Read-only only.** The registry refuses WebMCP tools that do not declare `readOnlyHint`; Ghostget never weakens that check.
- **Untrusted results.** Tool output is site content, not instructions — treat it as data.
- **Live schemas.** `sites.get` always returns the schema the registry saw most recently, so agents adapt when LLMBase changes its tools.
- **No account needed.** These calls are credential-free registry reads. For tools that need a session on llmbase.ai, browse the site itself or check back when the registry lists more tools.