Serp Metrics MCP server
online · 100% uptimecom.toolsthatrank/serp-metrics·v1.0.0Impression-weighted SERP position, click projection on your own CTR curve, share of voice
Little public usage data yet
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
Serp Metrics tools (3)
write = sends, deletes, buys or postsimpression_weighted_positionFreeCompute 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.
project_clicks_from_ctr_curveFreeProject 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.
share_of_voiceFreeCompute 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.
Public scan report
scanner v0.1.10 · 2026-11-04 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 749ms20/20
- Tool poisoning3 tool descriptions checked15/15
- Auth qualityopen endpoint, read-only tools10/15
- Maintenanceno repository listed3/15
- Maintainer identityverified namespace with website, no repo4/10
Findings (1)
- lowNo source repository listed
maint.no-repo
How Serp Metrics compares
Against every graded SEO MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 69/100
- higher than 30% of 769 SEO servers
- Tools
- 3
- the typical SEO server has 6
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- Uptime
- 100%
- of our recent checks; the typical remote SEO server answers 100%
- Response time
- 136 ms
- faster than 82% of 537 SEO servers
What its tools let an agent do: 2 read · 1 send or post
Install Serp Metrics in Claude Code, Cursor or VS Code
claude mcp add --transport http serp-metrics https://toolsthatrank-mcp.lipmichal.workers.dev
Serp Metrics: common questions
- Is Serp Metrics MCP server safe?
- With care: it is graded C, so read the findings first (69/100). Read the Serp Metrics safety report
- How do I install Serp Metrics?
- It runs remotely at toolsthatrank-mcp.lipmichal.workers.dev. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Serp Metrics need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Serp Metrics maintained?
- The latest release is v1.0.0.
- Is Serp Metrics up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- What can I use instead of Serp Metrics?
- Servers from other publishers that do the same job: Mencoro MCP server, HasData Google Search (SERP) MCP server and Openwebninja MCP server.
- How does Serp Metrics compare with other SEO MCP servers?
- safety score 69/100 (higher than 30% of 769 SEO servers); tools 3 (the typical SEO server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to Serp Metrics
Same job from other publishers: the closest match first, then the best rated.
MencoroTrack and manage how your brand appears in AI answers: rank, mentions, sentiment, share of voice.not reviewedGrowingA- HasData Google Search (SERP)Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.not reviewedEstablishedA
- OpenwebninjaOfficial MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP APIs as MCP toolsnot reviewedGrowingB
- SEO Tools: XMLStock SERP (Google + Yandex)Google & Yandex SERP + Yandex Wordstat via XMLStock (read-only).not reviewedGrowingB
- SerpMCP server for Google search results via SERP APInot reviewedGrowingA