com.toolsthatrank/serp-metrics

MCPcommunitylive
v1.0.0com.toolsthatrankUnknownUpdated 1mo ago

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

Endpoint healthlive
checked 22h ago · 139ms
100% of the last 6 checks reached this endpoint
Works in
ClaudeCursorCopilotChatGPTGemini

Inferred from the transports this listing declares (streamable-http). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
1mo agoLast update
Package
Authorcom.toolsthatrank
LicenseUnknown
Version1.0.0
Sourcemcp-registry
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/30
→ Publisher: this listing has no repository on file, so `forge publish` cannot verify ownership automatically. Use "Claim this listing" above — Forge reviews these by hand.
—Domain verification+0/10
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✓Prompt-injection scan · clean+30/30
✓Obfuscation / exfil scan · clean+20/20
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface3 tools · none privileged
Security scan✓ Cleanvlive · 12d agoHow well does this scan work?
EvalsNone
IndexedAug 11, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

3 tools · none privileged
Observed live from the vendor's endpoint12d ago

Read from a real MCP initialize → tools/list handshake against the declared endpoint. No tool was ever invoked — tools/list is the read-only introspection call the protocol defines for this. It reflects what the server advertised at that moment; a hosted endpoint is not pinned to any version and can change without notice.

  • https://toolsthatrank-mcp.lipmichal.workers.dev3 tools · 155ms
impression_weighted_positionCompute 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 happ…

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 happ…

ParameterTypeDescription
rows*arrayQuery rows.
project_clicks_from_ctr_curveProject 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…

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…

ParameterTypeDescription
rows*arrayQuery rows.
ctr_curve*objectRequired. 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.
target_positionnumberTarget position applied to every row that does not carry its own.
share_of_voiceCompute 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 su…

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 su…

ParameterTypeDescription
entities*arrayOne entry per competitor per keyword, or pre-aggregated per competitor.
ctr_curveobjectOptional caller-supplied position-to-CTR map, for weighted visibility.

3 of 3 tools published a description.

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

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