Black Label Bots Website MCP
REMOTE · BLACKLABELBOTS.COM
Search and read public Black Label Bots pages with source URLs.
Available components
Last scanned (10 hours ago)
Scores higher than 58% of remote servers
Reachable. Last reached 5 Nov 2026.
Category Marketing and SEO
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. How we score → Why this is hard to score →
Endpoint Security66
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS check failed: the endpoint is reachable over plaintext HTTP. See how to fix → View diagnostics → Fail
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC is configured correctly; the domain's records validate against the full chain to the root. View diagnostics → Pass
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability73
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 318 tokens (~53/item across 6 items; 6 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management59
- Stability check failed: schema churn in the 30 days we've observed: 4 tool removals, 0 breaking changes, 0 auth/transport breaks, 0 additions. See how to fix → Fail
Tool Coverage67
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 +7
- Authorization: unverified → partial ▲ security
- 18 Oct 26 −14
- Authorization: partial → unverified ▼ security
- Stability: pass → fail ▼ security
- A breaking change shipped without a version bump: still 2026.09.15 ▼ security
- Tool “list_services” was removed ▼ security
- Tool “run_ai_search_audit” was removed ▼ security
- Tool “run_llms_txt_draft” was removed ▼ security
- Tool “run_structured_data_pack” was removed ▼ security
- The server rewrote its instructions, which are the text every model session reads security
- Tool coverage: 50% → 0% ▼ functional
- Schema quality: 79 → 53 ▲ functional
- Tool “create_checkout” changed its title: Create a checkout link cosmetic
- Tool “get_checkout” changed its title: Read checkout status cosmetic
- Tool “list_products” changed its title: List products and prices cosmetic
- Tool “read_page” changed its title: Read website page cosmetic
- Tool “search_pages” changed its title: Search website pages cosmetic
- Tool “site_info” changed its title: Site information cosmetic
- 17 Oct 26 0
- Stability: 0.97 → pass security
- 16 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 14 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.
- 12 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 77 to 83. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 25 at this one. The score rises as the window fills, whether or not the server changes.
- 10 Oct 26 +2
No change was recorded against any check on this day. Stability & Change Management went from 67 to 77. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.
- 7 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 60 to 67. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://blacklabelbots.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=blacklabelbots.com | CN=WE1,O=Google Trust Services,C=US | 30 Oct 2026 | 28 Jan 2027 | ECDSA 256 | ECDSA-SHA256 | 318b79cfdbfad6310e3ad0fc03fd7dc5 |
| SANs: blacklabelbots.com, mail.blacklabelbots.com, *.mail.blacklabelbots.com | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC secure
Validation of blacklabelbots.com. — Secure
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| blacklabelbots.com. | present | 2371 | 13 | Verified |
| blacklabelbots.com. | Verified address RRset verified with the apex keys |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://blacklabelbots.com/mcp | Verified | 200 | |
| http (plaintext) | http://blacklabelbots.com/mcp | Served over HTTP | 200 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
create_checkout ~56
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.
| Name | Type | Req | Description |
|---|---|---|---|
| offer_id | string | yes | – |
| quantity | integer | – | – |
No output schema declared.
No examples provided.
get_checkout ~24
Read a checkout started with create_checkout.
| Name | Type | Req | Description |
|---|---|---|---|
| checkout_id | string | yes | – |
No output schema declared.
No examples provided.
list_products ~32
Everything an agent can buy from Black Label Bots, with Stripe-verified prices, billing terms, delivery and live availability.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
read_page ~45
Read one https://blacklabelbots.com page as Markdown (Cloudflare Markdown for Agents) or stripped text, up to 40,000 characters.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
search_pages ~47
Find pages on blacklabelbots.com by words in their URL path (sitemap search). Returns URLs with a match score.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| query | string | yes | – |
No output schema declared.
No examples provided.
site_info ~34
What Black Label Bots (blacklabelbots.com) is, with links to its sitemap, docs, contact and every discovery document.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
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.
remote · blacklabelbots.com
claude mcp add --transport http com-blacklabelbots-site-mcp 'https://blacklabelbots.com/mcp'
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 72 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 6 tools: site_info, search_pages, read_page, list_products, create_checkout, get_checkout. Their descriptions and schemas cost roughly 238 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 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.