Black Label Operator Website is a remote MCP server that gives an AI agent 3 tools, among them read_page, search_pages, site_info. It answers at https://operator.blacklabelbots.com/agent/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 4 of 4 times since 17 September 2026; the last check, on 24 October 2026, succeeded.
Search and read public Black Label Operator pages with source URLs.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
read_page | Read one https://operator.blacklabelbots.com page as Markdown (Cloudflare Markdown for Agents) or stripped text, up to 40,000 characters. Inputs: url |
search_pages | Find pages on operator.blacklabelbots.com by words in their URL path (sitemap search). Returns URLs with a match score. Inputs: query, limit |
site_info | What Black Label Operator (operator.blacklabelbots.com) is, with links to its sitemap, docs, contact and every discovery document. |
Every block below points at https://operator.blacklabelbots.com/agent/mcp. Pick your client and copy.
claude mcp add --transport http black-label-operator-website https://operator.blacklabelbots.com/agent/mcp
{
"mcpServers": {
"black-label-operator-website": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://operator.blacklabelbots.com/agent/mcp"]
}
}
}{
"mcpServers": {
"black-label-operator-website": {
"url": "https://operator.blacklabelbots.com/agent/mcp"
}
}
}{
"servers": {
"black-label-operator-website": {
"type": "http",
"url": "https://operator.blacklabelbots.com/agent/mcp"
}
}
}{
"context_servers": {
"black-label-operator-website": {
"url": "https://operator.blacklabelbots.com/agent/mcp"
}
}
}{
"mcpServers": {
"black-label-operator-website": {
"serverUrl": "https://operator.blacklabelbots.com/agent/mcp"
}
}
}{
"mcpServers": {
"black-label-operator-website": {
"url": "https://operator.blacklabelbots.com/agent/mcp"
}
}
}name: Black Label Operator Website
version: 0.0.1
schema: v1
mcpServers:
- name: Black Label Operator Website
type: streamable-http
url: https://operator.blacklabelbots.com/agent/mcp{
"mcpServers": {
"black-label-operator-website": {
"httpUrl": "https://operator.blacklabelbots.com/agent/mcp"
}
}
}{
"mcpServers": {
"black-label-operator-website": {
"type": "http",
"url": "https://operator.blacklabelbots.com/agent/mcp"
}
}
}{
"mcpServers": {
"black-label-operator-website": {
"url": "https://operator.blacklabelbots.com/agent/mcp"
}
}
}goose://extension?url=https%3A%2F%2Foperator.blacklabelbots.com%2Fagent%2Fmcp&type=streamable_http&id=black-label-operator-website&name=Black%20Label%20Operator%20Website
It answered our last check on 24 October 2026 in 205 ms. Over 4 checks since 17 September 2026 it answered 4. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by blacklabelbots.com and served from operator.blacklabelbots.com, the vendor's own domain: https://operator.blacklabelbots.com/agent/mcp.
3, as returned by the server's own tools/list on 24 September 2026: read_page, search_pages, site_info.
It answered our last check on 24 October 2026 in 205 ms. Over 4 checks since 17 September 2026 it answered 4.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://operator.blacklabelbots.com/agent/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: com.blacklabelbots. Endpoint host: operator.blacklabelbots.com. ARD identifier: urn:air:com.blacklabelbots:mcp:operator-site-mcp.
First indexed 17 September 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.