# Lattis

> Search indexed websites, read raw page markdown, and score AI visibility for any site.

- name: dev.lattis/mcp
- version: 0.4.0
- connection class: unknown (unknown)
- trust: 81/100
- quality: 70/100 (needs work)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/dev.lattis%2Fmcp
- tools: https://api.protogrid.dev/v1/servers/dev.lattis%2Fmcp/tools

**Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "lattis": {
      "type": "http",
      "url": "https://mcp.lattis.dev/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 98
- freshness: 45
- provenance: 75
- drivers: +repository +dns-namespace +reachable +uptime-95% -stale-184d
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 70/100 (needs work)

### protocol: n/a (weight 25)

- n/a `protocol.modern`, `protocol.stateless`, `protocol.transport`, `protocol.list_ttl`: no remote answered a protocol handshake (not probed yet, unreachable, or local-only)

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: sitedex_search (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); sitedex_list_sites (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); sitedex_get_site (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 616 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history not recorded yet

### dependencies: 67 (weight 15)

- pass `deps.known_vulns`: no known advisory in 98 resolved packages
- fail `deps.mcp_sdk_version`: @modelcontextprotocol/sdk 1.30.1 has 1 known advisory (GHSA-6qxp-vccf-f47h); update @modelcontextprotocol/sdk to 1.31.0 or later
- pass `deps.resolvable`: @lattis-dev/cli@0.4.0 resolved: 98 packages

- tools: 5, about 616 tokens to load them all
- badge: [![protogrid quality](https://protogrid.dev/badge/dev.lattis/mcp.svg)](https://protogrid.dev/servers/dev.lattis/mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Dependencies

- npm @lattis-dev/cli@0.4.0: resolved, 97 dependencies, MCP SDK @modelcontextprotocol/sdk 1.30.1
  - GHSA-6qxp-vccf-f47h (high) in `` @modelcontextprotocol/sdk@1.30.1 ``, direct, fixed in `` 1.31.0 ``, advisory summary: "MCP TypeScript SDK: OAuth client could send credentials to an authorization server chosen by the MCP server" https://osv.dev/vulnerability/GHSA-6qxp-vccf-f47h

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0.

## Remotes

- https://mcp.lattis.dev/mcp (streamable-http, auth unknown, reachable true, uptime30d 0.94690263)

## Packages

- npm @lattis-dev/cli@0.4.0

## Tools (5)

- `sitedex_get_page`: The full markdown of one page on an indexed site. Use it after `search` points you at a URL and you want the whole page.
- `sitedex_get_site`: Site profile and headline AI Visibility Score for one domain — name, description, category, page count, the buyer questions the site answers, and which AI-readable artifacts (`llms.txt`, MCP card, WebMCP manifest, JSON-LD) the owner has installed.
- `sitedex_list_pages`: Paths Sitedex has indexed on a domain — title, URL, path. Use it to browse a site's structure before searching or fetching.
- `sitedex_list_sites`: Every website Sitedex has indexed, with name, category, page count, and AI Visibility Score. Use it to discover what is available before searching.
- `sitedex_search`: Search every indexed website. Returns ranked markdown passages with the source URL, heading path, and a relevance score. Pass `site` to scope to one domain.