Lattis

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

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
96%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~661Tokens (tool definitions)
~940 BTypical response size
Moderate attention impact (0.52% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "mcp": {
      "url": "https://mcp.lattis.dev/mcp"
    }
  }
}

Remote endpoints

https://mcp.lattis.dev/mcpstreamable-http

What it can do

Tool inventory

Tools (5)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢sitedex_search(query, site, top_k)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 4000,
      "description": "What you are trying to find, e.g. 'does PostHog have a SOC2 report' or 'stripe webhook signature verification'"
    },
    "site": {
      "type": "string",
      "description": "Optional: scope to a single domain, e.g. 'posthog.com' or 'supabase.com'"
    },
    "top_k": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "How many passages to return (default 20, max 50)"
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢sitedex_list_sites(limit)

Every website Sitedex has indexed, with name, category, page count, and AI Visibility Score. Use it to discover what is available before searching.

Input Schema

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 500,
      "description": "Max sites to return (default 200, max 500)"
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢sitedex_get_site(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.

Input Schema

{
  "type": "object",
  "properties": {
    "site": {
      "type": "string",
      "description": "Domain ('posthog.com') or slug ('posthog-com')"
    }
  },
  "required": [
    "site"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢sitedex_list_pages(site, limit)

Paths Sitedex has indexed on a domain — title, URL, path. Use it to browse a site's structure before searching or fetching.

Input Schema

{
  "type": "object",
  "properties": {
    "site": {
      "type": "string",
      "description": "Domain or slug to list pages for"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 500
    }
  },
  "required": [
    "site"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢sitedex_get_page(site, path)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "site": {
      "type": "string",
      "description": "Domain ('posthog.com') or slug"
    },
    "path": {
      "type": "string",
      "description": "Page path starting with /, e.g. '/pricing' or '/docs/api'"
    }
  },
  "required": [
    "site",
    "path"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

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Evidence

Recent observations

verifiedversion not recorded5 tools
verifiedversion not recorded5 tools