# Black Label Bots Website MCP (remote · blacklabelbots.com)

Search and read public Black Label Bots pages with source URLs.

- Trust score: 66/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-20

## Components

- remote · `blacklabelbots.com`: 66/100 (this document), [markdown](https://verifymcp.io/servers/com-blacklabelbots-site-mcp/blacklabelbots.md), [page](https://verifymcp.io/servers/com-blacklabelbots-site-mcp/blacklabelbots)

## Channel facts

- Endpoint: `https://blacklabelbots.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `2026.09.15`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-20.

- **Endpoint Security**: 66/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS check failed: the endpoint is reachable over plaintext HTTP.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC is configured correctly; the domain's records validate against the full chain to the root.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 75/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 790 tokens (~79/item across 10 items; 10 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 10/100
  - Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 83/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 50% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 11 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the Black Label Bots Website MCP server?

Black Label Bots Website MCP is a hosted endpoint at https://blacklabelbots.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-blacklabelbots-site-mcp 'https://blacklabelbots.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-blacklabelbots-site-mcp": {
      "url": "https://blacklabelbots.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-blacklabelbots-site-mcp": {
      "type": "http",
      "url": "https://blacklabelbots.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-blacklabelbots-site-mcp]
url = "https://blacklabelbots.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-blacklabelbots-site-mcp": {
      "type": "remote",
      "url": "https://blacklabelbots.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-blacklabelbots-site-mcp --url 'https://blacklabelbots.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-blacklabelbots-site-mcp:
    url: "https://blacklabelbots.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-blacklabelbots-site-mcp": {
      "Transport": "http",
      "Url": "https://blacklabelbots.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-blacklabelbots-site-mcp -t streamable-http -u 'https://blacklabelbots.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-blacklabelbots-site-mcp": {
      "type": "http",
      "url": "https://blacklabelbots.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-19 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-18 (score 65, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-09-17 (score 65)

First indexed and scored.

## MCP tools (10)

### `site_info` (~34 tokens)

Site information

What Black Label Bots (blacklabelbots.com) is, with links to its sitemap, docs, contact and every discovery document.

### `search_pages` (~47 tokens)

Search website pages

Find pages on blacklabelbots.com by words in their URL path (sitemap search). Returns URLs with a match score.

Input parameters:

- `limit` (integer)
- `query` (string, required)

### `read_page` (~45 tokens)

Read website page

Read one https://blacklabelbots.com page as Markdown (Cloudflare Markdown for Agents) or stripped text, up to 40,000 characters.

Input parameters:

- `url` (string, required)

### `list_products` (~32 tokens)

List products and prices

Everything an agent can buy from Black Label Bots, with Stripe-verified prices, billing terms, delivery and live availability.

### `create_checkout` (~56 tokens)

Create a checkout link

Start a purchase of one offer. Returns a continue_url: send the buyer there to pay on the Stripe-hosted checkout page. This tool does not charge anything.

Input parameters:

- `offer_id` (string, required)
- `quantity` (integer)

### `get_checkout` (~24 tokens)

Read checkout status

Read a checkout started with create_checkout.

Input parameters:

- `checkout_id` (string, required)

### `list_services` (~26 tokens)

List website services

Read current website service prices, availability and payment requirements. Free; does not request payment.

### `run_ai_search_audit` (~138 tokens)

Run an AI search audit

AI search readiness audit. Paid service using the public x402 HTTP endpoint. Without payment_signature, returns current payment requirements and does not charge. After operator authorization, a compatible wallet signs those requirements; retry this tool with that base64 PAYMENT-SIGNATURE. Never send a private key. Keep the same URL and signed authorization after an uncertain response; do not create another payment. Read list_services for the current price.

Input parameters:

- `payment_signature` (string): Optional base64 x402 v2 PAYMENT-SIGNATURE produced by the payer wallet for this service. Omit for a quote.
- `url` (string, required): Public HTTPS website URL.

### `run_structured_data_pack` (~137 tokens)

Generate a structured data pack

Structured data pack. Paid service using the public x402 HTTP endpoint. Without payment_signature, returns current payment requirements and does not charge. After operator authorization, a compatible wallet signs those requirements; retry this tool with that base64 PAYMENT-SIGNATURE. Never send a private key. Keep the same URL and signed authorization after an uncertain response; do not create another payment. Read list_services for the current price.

Input parameters:

- `payment_signature` (string): Optional base64 x402 v2 PAYMENT-SIGNATURE produced by the payer wallet for this service. Omit for a quote.
- `url` (string, required): Public HTTPS website URL.

### `run_llms_txt_draft` (~139 tokens)

Draft an llms.txt file

llms.txt draft. Paid service using the public x402 HTTP endpoint. Without payment_signature, returns current payment requirements and does not charge. After operator authorization, a compatible wallet signs those requirements; retry this tool with that base64 PAYMENT-SIGNATURE. Never send a private key. Keep the same URL and signed authorization after an uncertain response; do not create another payment. Read list_services for the current price.

Input parameters:

- `payment_signature` (string): Optional base64 x402 v2 PAYMENT-SIGNATURE produced by the payer wallet for this service. Omit for a quote.
- `url` (string, required): Public HTTPS website URL.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-blacklabelbots-site-mcp/blacklabelbots#diagnostics

## Score history

- 2026-09-20: 66
- 2026-09-19: 66
- 2026-09-18: 65
- 2026-09-17: 65

## Common questions

### What is the Black Label Bots Website MCP server?

Black Label Bots Website MCP is listed in the public MCP registry as com.blacklabelbots/site-mcp. Search and read public Black Label Bots pages with source URLs. This page covers its hosted endpoint (https://blacklabelbots.com/mcp).

### Is the Black Label Bots Website MCP server safe to use?

Black Label Bots Website MCP scores 66 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Black Label Bots Website MCP server expose?

Black Label Bots Website MCP exposes 10 tools: site_info, search_pages, read_page, list_products, create_checkout, and 5 more. Their descriptions and schemas cost roughly 678 tokens of context every time the server is loaded.

### Does the Black Label Bots Website MCP server require authentication?

No. We connected to Black Label Bots Website MCP without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Black Label Bots Website MCP server still maintained?

Black Label Bots Website MCP is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://blacklabelbots.com/mcp
- Website: https://blacklabelbots.com/connect
- Changelog RSS feed: https://verifymcp.io/servers/com-blacklabelbots-site-mcp/blacklabelbots.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-blacklabelbots-site-mcp/blacklabelbots.json
- HTML version of this page: https://verifymcp.io/servers/com-blacklabelbots-site-mcp/blacklabelbots