DABYTE AI Visibility Index is a remote MCP server that gives an AI agent 5 tools, among them get_brand_visibility, get_history, get_methodology. It answers at https://dabyte.ai/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 4 September 2026; the last check, on 17 October 2026, succeeded.
Weekly open AI-visibility data for SaaS: share of answer across ChatGPT, Perplexity and Gemini.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
get_brand_visibility | One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones. Use this when a specific brand is named. Takes a slug, not a display name — call list_tracked_br Inputs: slug |
get_history | Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under. Use this for any question about change — is a brand rising, when did it enter the ind |
get_methodology | The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounded, the resolution of the scale in percentage points, and the editorial firewall |
get_visibility_index | The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadrant. Share of answer is the percentage of a fixed panel of category buyer prompt |
list_tracked_brands | The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks. Use it for two things: to turn a brand name into the slug get_brand_visibility needs, and to answer whether a brand is tracked at al |
Every block below points at https://dabyte.ai/mcp. Pick your client and copy.
claude mcp add --transport http dabyte-ai-visibility-index https://dabyte.ai/mcp
{
"mcpServers": {
"dabyte-ai-visibility-index": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://dabyte.ai/mcp"]
}
}
}{
"mcpServers": {
"dabyte-ai-visibility-index": {
"url": "https://dabyte.ai/mcp"
}
}
}{
"servers": {
"dabyte-ai-visibility-index": {
"type": "http",
"url": "https://dabyte.ai/mcp"
}
}
}{
"context_servers": {
"dabyte-ai-visibility-index": {
"url": "https://dabyte.ai/mcp"
}
}
}{
"mcpServers": {
"dabyte-ai-visibility-index": {
"serverUrl": "https://dabyte.ai/mcp"
}
}
}{
"mcpServers": {
"dabyte-ai-visibility-index": {
"url": "https://dabyte.ai/mcp"
}
}
}name: DABYTE AI Visibility Index
version: 0.0.1
schema: v1
mcpServers:
- name: DABYTE AI Visibility Index
type: streamable-http
url: https://dabyte.ai/mcp{
"mcpServers": {
"dabyte-ai-visibility-index": {
"httpUrl": "https://dabyte.ai/mcp"
}
}
}{
"mcpServers": {
"dabyte-ai-visibility-index": {
"type": "http",
"url": "https://dabyte.ai/mcp"
}
}
}{
"mcpServers": {
"dabyte-ai-visibility-index": {
"url": "https://dabyte.ai/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fdabyte.ai%2Fmcp&type=streamable_http&id=dabyte-ai-visibility-index&name=DABYTE%20AI%20Visibility%20Index
It answered our last check on 17 October 2026 in 444 ms. Over 10 checks since 4 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by dabyte.ai and served from dabyte.ai, the vendor's own domain: https://dabyte.ai/mcp.
5, as returned by the server's own tools/list on 7 September 2026: get_brand_visibility, get_history, get_methodology, get_visibility_index, list_tracked_brands.
It answered our last check on 17 October 2026 in 444 ms. Over 10 checks since 4 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://dabyte.ai/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: ai.dabyte. Endpoint host: dabyte.ai. ARD identifier: urn:air:ai.dabyte:mcp:visibility-index.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.