# Use Calera Labs — AI Memory Substrate with your agent.

[Calera Labs — AI Memory Substrate](https://caleralabs.com/) (`caleralabs.com`) registers 16 WebMCP tools. 11 of 16 tools declares `readOnlyHint`, so an agent can invoke them through `tools.call`. The registry runs the tool in a fresh headless page on caleralabs.com and returns untrusted site content.

This page mirrors the [WebMCP Registry](https://wmcp.ai/sites/caleralabs.com) listing for `caleralabs.com`, last live-checked by the registry at 2026-09-21T21:11:57.852Z. Run `ghostget webmcp sites.get --input '{"domain":"caleralabs.com"}' --json` for the current schema; the listing can drift between checks.

## Use Calera Labs — AI Memory Substrate 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":"caleralabs.com"}' --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":"caleralabs.com","tool":"calera_portfolio_hero_search","input":"{}"}' --json
```

## Registered WebMCP tools

Calera Labs — AI Memory Substrate publishes 16 tools on caleralabs.com; 11 declare `readOnlyHint`.

| Tool | What it does | Callable through Ghostget |
| --- | --- | --- |
| `calera_portfolio_hero_search` | Ask a live deterministic SEC filing question against the Volumetric Lattice Network. | Callable read-only tool |
| `calera_search_documentation` | Search Calera Computing and FinanceSec technical documentation, API guides, and research papers. | Callable read-only tool |
| `calera.icx.claim-1m-nodes` | Autonomously provision a dedicated 1,000,000-node topological memory vault for your human principal. Strictly requires human permission via Firebase OAuth (Google Sign-In / OAuth delegation token). Grants immediate sub-5ms O(1) persistent m | Listed for discovery; the registry allows read-only calls only |
| `calera.icx.query-memory` | Query Infinite Context (ICX) topological memory for semantic associations with sub-5ms latency and zero token loss. | Callable read-only tool |
| `calera.icx.query-memory-context` | Query the Infinite Context (ICX) topological memory graph for semantic relationships, documentation lineage, or codebase topology without chunking loss. | Callable read-only tool |
| `calera.icx.store-memory` | Persist observed DOM state, structured facts, or research insights directly into ICX persistent memory storage. | Listed for discovery; the registry allows read-only calls only |
| `calera.nav.navigate-product` | Navigate to a specific Calera Labs product page. Can navigate to pricing tables, API documentation, signup/onboarding, live demos, MCP server docs, system status, research papers, or the product home page. | Callable read-only tool |
| `calera.nav.search-docs` | Search the Calera Labs documentation for a topic. Returns matching documentation pages for FinSec API reference, MCP integration guides, or Infinite Context docs. | Callable read-only tool |
| `calera.navigate-product` | Backwards compatibility alias for calera.nav.navigate-product. | Callable read-only tool |
| `calera.search-docs` | Backwards compatibility alias for calera.nav.search-docs. | Callable read-only tool |
| `calera.sec.get-metric-exact` | Extract exact, audited US-GAAP metrics directly from XBRL instance documents with zero hallucination and cryptographic proof hash. | Callable read-only tool |
| `calera.sec.highlight-viewer-statement` | Control the human user visual filing explorer viewport, scrolling to and highlighting a specific row or disclosure table. | Listed for discovery; the registry allows read-only calls only |
| `calera.sec.navigate-filing-section` | Programmatically navigate the SEC 10-K filing viewer to a specific report section (Item 1 Business, Item 1A Risk Factors, Item 7 MD&A, Item 7A Market Risk, Item 8 Financial Statements, Notes to Financial Statements, or Item 9A Controls). | Listed for discovery; the registry allows read-only calls only |
| `calera.sec.search-filings` | Query SEC EDGAR database for 10-K, 10-Q, 8-K, and S-1 filings for any US public entity by stock ticker symbol. | Callable read-only tool |
| `calera.sec.search-footnotes` | Search audited 10-K footnote disclosures for accounting policies, revenue recognition, segment reporting, debt maturities, and contingencies. | Callable read-only tool |
| `calera.sec.viewer-jump-section` | Backwards compatibility alias for calera.sec.navigate-filing-section. | Listed for discovery; the registry allows read-only calls only |

## 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 Calera Labs — AI Memory Substrate changes its tools.
- **No account needed.** These calls are credential-free registry reads. For tools that need a session on caleralabs.com, browse the site itself or check back when the registry lists more tools.