# com.toolsthatrank/serp-metrics (remote · toolsthatrank-mcp.lipmichal.workers.dev)

Impression-weighted SERP position, click projection on your own CTR curve, share of voice

- Trust score: 55/100 (low)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-09

## Components

- remote · `toolsthatrank-mcp.lipmichal.workers.dev`: 55/100 (this document), [markdown](https://verifymcp.io/servers/com-toolsthatrank-serp-metrics/toolsthatrank-mcp.md), [page](https://verifymcp.io/servers/com-toolsthatrank-serp-metrics/toolsthatrank-mcp)

## Channel facts

- Endpoint: `https://toolsthatrank-mcp.lipmichal.workers.dev`
- 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 2026-08-09.

- **Endpoint Security**: 46/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 3 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS check failed: the endpoint is reachable over plaintext HTTP.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - 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**: 66/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 501 tokens (~167/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **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.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

**Unverified: 1 category.** A category scored 0 because we could not verify it: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.

## Install

### Claude

```bash
claude mcp add --transport http com-toolsthatrank-serp-metrics https://toolsthatrank-mcp.lipmichal.workers.dev/
```

### Codex

```toml
[mcp_servers.com-toolsthatrank-serp-metrics]
url = "https://toolsthatrank-mcp.lipmichal.workers.dev/"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-toolsthatrank-serp-metrics": {
      "type": "remote",
      "url": "https://toolsthatrank-mcp.lipmichal.workers.dev/",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-toolsthatrank-serp-metrics --url https://toolsthatrank-mcp.lipmichal.workers.dev/ --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-toolsthatrank-serp-metrics:
    url: "https://toolsthatrank-mcp.lipmichal.workers.dev/"
```

### Other

```json
{
  "mcpServers": {
    "com-toolsthatrank-serp-metrics": {
      "type": "http",
      "url": "https://toolsthatrank-mcp.lipmichal.workers.dev/"
    }
  }
}
```

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.

### 2026-08-09 (score 55)

First indexed and scored.

## MCP tools (3)

### `impression_weighted_position` (~98 tokens)

Impression-weighted average position

Compute the impression-weighted average SERP position for a set of query rows, alongside the plain arithmetic mean and the gap between them. The arithmetic mean lets a 3-impression query count as much as a 30,000-impression one; the weighted figure describes where a typical impression actually happened. A positive weighting_shift means your high-volume queries rank worse than the unweighted average suggests.

Input parameters:

- `rows` (array, required): Query rows.

### `project_clicks_from_ctr_curve` (~241 tokens)

Project clicks against a supplied CTR curve

Project how many clicks a set of query rows would earn at a target position instead of their current position, using a CTR curve THAT YOU SUPPLY. This server deliberately ships no built-in CTR table: every published average-CTR-by-position table is a third-party estimate over someone else's traffic, so applying one silently would disguise a guess as a measurement. Pass your own measured curve (Search Console clicks/impressions by position is the honest source). Positions between curve points are linearly interpolated; positions beyond the curve clamp to the last point rather than extrapolate, and are counted in clamped_row_count. If any row carries observed clicks, the output also reports how far the supplied curve is from your reality.

Input parameters:

- `ctr_curve` (object, required): Required. Map of position to click-through rate as a 0-1 fraction, e.g. {"1":0.28,"2":0.15,"3":0.10,"10":0.02}. Supply your own measured values.
- `rows` (array, required): Query rows.
- `target_position` (number): Target position applied to every row that does not carry its own.

### `share_of_voice` (~123 tokens)

Share of voice across a keyword set

Compute share of voice across competing entities over a keyword set. Reports impression share always, and, if you supply a CTR curve, a weighted visibility share that accounts for the fact that an impression at position 1 is not worth an impression at position 9. Impression share is share of the supplied set only and says nothing about keywords you did not supply.

Input parameters:

- `ctr_curve` (object): Optional caller-supplied position-to-CTR map, for weighted visibility.
- `entities` (array, required): One entry per competitor per keyword, or pre-aggregated per competitor.

## Diagnostics

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

## Score history

- 2026-08-09: 55

## Links

- Remote endpoint: https://toolsthatrank-mcp.lipmichal.workers.dev/
- Website: https://toolsthatrank.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-toolsthatrank-serp-metrics/toolsthatrank-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-toolsthatrank-serp-metrics/toolsthatrank-mcp.json
- HTML version of this page: https://verifymcp.io/servers/com-toolsthatrank-serp-metrics/toolsthatrank-mcp