# AIdata site search (remote · aidata.stream)

Read-only search over the aidata.stream documentation, blog, changelog, pricing and FAQ.

- Trust score: 85/100 (high trust)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `aidata.stream`: 85/100 (this document), [markdown](https://verifymcp.io/servers/stream-aidata-site-search/aidata.md), [page](https://verifymcp.io/servers/stream-aidata-site-search/aidata)

## Channel facts

- Endpoint: `https://aidata.stream/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**: 83/100
  - 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 is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - 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**: 73/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 428 tokens (~107/item across 4 items; 4 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 80/100
  - Stability observed for 24 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 96/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 88% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the AIdata site search MCP server?

AIdata site search is a hosted endpoint at https://aidata.stream/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 stream-aidata-site-search 'https://aidata.stream/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "stream-aidata-site-search": {
      "url": "https://aidata.stream/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "stream-aidata-site-search": {
      "type": "http",
      "url": "https://aidata.stream/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.stream-aidata-site-search]
url = "https://aidata.stream/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add stream-aidata-site-search --url 'https://aidata.stream/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  stream-aidata-site-search:
    url: "https://aidata.stream/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "stream-aidata-site-search": {
      "Transport": "http",
      "Url": "https://aidata.stream/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add stream-aidata-site-search -t streamable-http -u 'https://aidata.stream/mcp'
```

### Other

```json
{
  "mcpServers": {
    "stream-aidata-site-search": {
      "type": "http",
      "url": "https://aidata.stream/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.

### 2026-11-04 (score 85, +1)

No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 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.

### 2026-11-02 (score 84, +1)

No change was recorded against any check on this day. Stability & Change Management went from 67 to 70. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 21 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-31 (score 83, +1)

No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-29 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-26 (score 81, +1)

No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-24 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 37 to 40. That category is still filling its 30-day observation window: 11 days of observed history at the previous scan, 12 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-22 (score 79, +1)

No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-20 (score 78, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (4)

### `search_site` (~140 tokens)

Search aidata.stream

Full-text search across aidata.stream: documentation, blog posts, changelog, pricing, FAQ and the home page. Returns the best-matching sections with a snippet and a URL (with anchor where available). Use get_page to read a whole page afterwards. English by default; pass lang for the French or German site.

Input parameters:

- `lang` (string): Site language to search (default en).
- `limit` (integer): Max results (default 6).
- `query` (string, required): Search terms, e.g. "connect GA4 service account" or "pricing extra seats".
- `section` (string): Restrict to one section of the site.

Output parameters:

- `query` (string)
- `results` (array)
- `total_matches` (integer)

### `get_page` (~92 tokens)

Read a page

Fetch the full text of one aidata.stream page as Markdown. Accepts a path ("/pricing/", "/docs/getting-started/") or an absolute aidata.stream URL. Use list_pages or search_site to find URLs.

Input parameters:

- `max_chars` (integer): Truncate the Markdown after this many characters (default 40000).
- `url` (string, required): Page path or absolute URL on aidata.stream.

Output parameters:

- `markdown` (string)
- `truncated` (boolean)
- `url` (string)

### `list_pages` (~62 tokens)

List pages

List the pages on aidata.stream with title and description, optionally filtered by section (docs, blog, changelog, core) and language. Good first call to see what documentation exists.

Input parameters:

- `lang` (string): Default en.
- `section` (string)

Output parameters:

- `pages` (array)
- `total` (integer)

### `get_pricing` (~66 tokens)

Get pricing

Current AI Data Stream plans as structured data: monthly and annual prices in USD, GBP and EUR, what each tier includes, trial terms, extra seat cost and sign-up links. AI usage is never billed by AI Data Stream: users bring their own AI API keys (BYOK).

Output parameters:

- `billing_model` (string)
- `extra_seat_per_month` (object)
- `notes` (array)
- `plans` (array)
- `url` (string)

## Diagnostics

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

## Score history

- 2026-11-05: 85
- 2026-11-04: 85
- 2026-11-03: 84
- 2026-11-02: 84
- 2026-11-01: 83
- 2026-10-31: 83
- 2026-10-30: 82
- 2026-10-29: 82
- 2026-10-28: 81
- 2026-10-27: 81
- 2026-10-26: 81
- 2026-10-25: 80
- 2026-10-24: 80
- 2026-10-23: 79
- 2026-10-22: 79
- 2026-10-21: 78
- 2026-10-20: 78
- 2026-10-19: 77
- 2026-10-18: 77
- 2026-10-17: 76
- 2026-10-16: 76
- 2026-10-15: 75
- 2026-10-14: 75
- 2026-10-13: 74
- 2026-10-12: 74

## Common questions

### What is the AIdata site search MCP server?

AIdata site search is an MCP server listed in the public MCP registry as stream.aidata/site-search. Read-only search over the aidata.stream documentation, blog, changelog, pricing and FAQ. This page covers its hosted endpoint (https://aidata.stream/mcp).

### Is the AIdata site search MCP server safe to use?

AIdata site search scores 85 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 AIdata site search MCP server expose?

AIdata site search exposes 4 tools: search_site, get_page, list_pages, get_pricing. Their descriptions and schemas cost roughly 360 tokens of context every time the server is loaded.

### Does the AIdata site search MCP server require authentication?

No. We connected to AIdata site search without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the AIdata site search MCP server still maintained?

AIdata site search 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.

## Links

- Remote endpoint: https://aidata.stream/mcp
- Website: https://aidata.stream/docs/connect-your-own-ai/
- Changelog RSS feed: https://verifymcp.io/servers/stream-aidata-site-search/aidata.xml
- Changelog JSON feed: https://verifymcp.io/servers/stream-aidata-site-search/aidata.json
- HTML version of this page: https://verifymcp.io/servers/stream-aidata-site-search/aidata