# AI Training Data Broker (remote · aitrainingdatabroker.com)

Guidance on selling or licensing company data to AI labs: deal steps, de-identification, compliance.

- Trust score: 76/100 (medium)
- Change this week: +4
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `aitrainingdatabroker.com`: 76/100 (this document), [markdown](https://verifymcp.io/servers/com-aitrainingdatabroker-mcp/api-mcp.md), [page](https://verifymcp.io/servers/com-aitrainingdatabroker-mcp/api-mcp)

## Channel facts

- Endpoint: `https://aitrainingdatabroker.com/api/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## 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 2026-11-05.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Nothing on it is marked destructive, but we can't show that an anonymous caller can only read: full credit needs the server to list at least one tool and every tool to be verifiably read-only. We use a best-effort check of tool names and descriptions to tell read-only tools from tools that change things, so some genuinely read-only tools may not get full credit. Names that start with a read verb (get, list, read, search and similar) and accurate readOnlyHint annotations help. Meet that to earn full credit, or require authorisation.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 72/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 611 tokens (~122/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 30/100
  - Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% 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 5 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 6 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 AI Training Data Broker MCP server?

AI Training Data Broker is a hosted endpoint at https://aitrainingdatabroker.com/api/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-aitrainingdatabroker-mcp 'https://aitrainingdatabroker.com/api/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-aitrainingdatabroker-mcp": {
      "url": "https://aitrainingdatabroker.com/api/mcp"
    }
  }
}
```

### VS Code

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

### Codex

```toml
[mcp_servers.com-aitrainingdatabroker-mcp]
url = "https://aitrainingdatabroker.com/api/mcp"
```

### opencode

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

### OpenClaw

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

### Hermes

```yaml
mcp_servers:
  com-aitrainingdatabroker-mcp:
    url: "https://aitrainingdatabroker.com/api/mcp"
```

### Netclaw

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

### Vellum

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

### Other

```json
{
  "mcpServers": {
    "com-aitrainingdatabroker-mcp": {
      "type": "http",
      "url": "https://aitrainingdatabroker.com/api/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.

### 2026-11-05 (score 76, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-03 (score 75, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-01 (score 74, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-30 (score 73, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-28 (score 72, +1)

- [functional improvement] Stability: unverified → 0.03

### 2026-10-27 (score 71)

First indexed and scored.

## MCP tools (5)

### `latest_posts` (~140 tokens)

Latest articles

The newest articles on the AI Training Data Broker blog, optionally only those for sellers (companies selling or licensing their data to AI labs) or buyers (labs sourcing licensed training data). Each result is a title, date, reading time, one-line summary and a link to the full article. Limitation: at most 10 per call, newest first.

Input parameters:

- `audience` (string): seller: companies selling or licensing their data. buyer: AI labs and model teams sourcing data. deid: de-identifying data to meet privacy laws (HIPAA, CCPA, GDPR). Leave out for all.
- `limit` (integer): How many to return

### `search_posts` (~144 tokens)

Search articles

Search the AI Training Data Broker blog by topic, for example "what is my company data worth", "is it legal", "exclusive license", "RL data". Returns matching articles with a one-line summary and a link to the full article. Limitation: plain word matching in English, at most 10 results.

Input parameters:

- `audience` (string): seller: companies selling or licensing their data. buyer: AI labs and model teams sourcing data. deid: de-identifying data to meet privacy laws (HIPAA, CCPA, GDPR). Leave out for all.
- `limit` (integer): How many to return
- `query` (string, required): Words to search for

### `get_post` (~126 tokens)

Read an article

One article by slug (the last part of its URL) or its full URL: title, date, who it is for, the opening 120 words, the questions its FAQ answers, and a link to read the rest. Use it after a list or search result when the user wants to know what an article says. Limitation: returns the opening, not the full text; the full article and its answers are on the linked page.

Input parameters:

- `slug` (string, required): Article slug, e.g. how-much-do-ai-labs-pay-for-company-data, or the full URL

### `search` (~38 tokens)

Search (connector)

Connector-style search over the blog. Returns ids for fetch. Prefer search_posts for a filtered list.

Input parameters:

- `query` (string, required): Words to search for

### `fetch` (~36 tokens)

Fetch (connector)

Connector-style fetch of one article by the id from search. Same opening as get_post.

Input parameters:

- `id` (string, required): Article slug from search

## Diagnostics

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

## Score history

- 2026-11-05: 76
- 2026-11-04: 75
- 2026-11-03: 75
- 2026-11-02: 74
- 2026-11-01: 74
- 2026-10-31: 73
- 2026-10-30: 73
- 2026-10-29: 72
- 2026-10-28: 72
- 2026-10-27: 71

## Common questions

### What is the AI Training Data Broker MCP server?

AI Training Data Broker is an MCP server listed in the public MCP registry as com.aitrainingdatabroker/mcp. Guidance on selling or licensing company data to AI labs: deal steps, de-identification, compliance. This page covers its hosted endpoint (https://aitrainingdatabroker.com/api/mcp).

### Is the AI Training Data Broker MCP server safe to use?

AI Training Data Broker scores 76 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 AI Training Data Broker MCP server expose?

AI Training Data Broker exposes 5 tools: latest_posts, search_posts, get_post, search, fetch. Their descriptions and schemas cost roughly 484 tokens of context every time the server is loaded.

### Does the AI Training Data Broker MCP server require authentication?

No. We connected to AI Training Data Broker without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the AI Training Data Broker MCP server still maintained?

AI Training Data Broker 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.

### What did VerifyMCP test on the AI Training Data Broker MCP server?

VerifyMCP ran 13 checks on AI Training Data Broker, covering TLS certificate, Authorization, HTTPS, HSTS header and 9 more. Supply Chain Security and Provenance & Transparency do not apply to a hosted endpoint, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.

## Links

- Remote endpoint: https://aitrainingdatabroker.com/api/mcp
- Website: https://aitrainingdatabroker.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-aitrainingdatabroker-mcp/api-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-aitrainingdatabroker-mcp/api-mcp/changelog.json
- Trust report (JSON): https://verifymcp.io/servers/com-aitrainingdatabroker-mcp/api-mcp.json
- HTML version of this page: https://verifymcp.io/servers/com-aitrainingdatabroker-mcp/api-mcp