mcp-registry/com.toolsthatrank/serp-metrics · v1.0.0
As of 2026-10-20 08:39 UTC, the Toolsthatrank Serp Metrics MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Impression-weighted SERP position, click projection on your own CTR curve, share of voice
Claude Code
claude mcp add --transport http toolsthatrank-serp-metrics-mcp-server https://toolsthatrank-mcp.lipmichal.workers.dev
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"toolsthatrank-serp-metrics-mcp-server": {
"type": "http",
"url": "https://toolsthatrank-mcp.lipmichal.workers.dev"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
3 of 3 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.toolsthatrank%2Fserp-metrics/fixes
{
"name": "share_of_voice",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"entities"
],
"properties": {
"entities": {
"type": "array",
"items": {
"type": "object",
"required": [
"impressions"
],
"properties": {
"entity": {
"type": "string",
"description": "Competitor name or domain."
},
"position": {
"type": "number",
"description": "Average position, required only when a ctr_curve is supplied."
},
"impressions": {
"type": "number"
}
}
},
"description": "One entry per competitor per keyword, or pre-aggregated per competitor."
},
"ctr_curve": {
"type": "object",
"description": "Optional caller-supplied position-to-CTR map, for weighted visibility.",
"additionalProperties": {
"type": "number"
}
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": true
},
"title": "Share of voice across a keyword set"
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/com.toolsthatrank/serp-metrics"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.toolsthatrank/serp-metrics"}) over MCP.
project_clicks_from_ctr_curve ~446 tokensimpression_weighted_position ~319 tokensshare_of_voice ~295 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fcom.toolsthatrank%2Fserp-metrics?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.toolsthatrank%2Fserp-metrics?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.toolsthatrank%2Fserp-metrics.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.toolsthatrank%2Fserp-metrics.svg :target: https://glimind.com/server/mcp-registry%2Fcom.toolsthatrank%2Fserp-metrics?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:1d21e1fbb5f63230…, first seen 2026-10-17, included at leaf 1484 of 31,851. Version history · verify what your client received.
Compare: most reliable data servers · most reliable analytics servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-20 08:39 UTC, the Toolsthatrank Serp Metrics MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Toolsthatrank Serp Metrics MCP server advertises 3 tools, including impression_weighted_position, project_clicks_from_ctr_curve, share_of_voice.
Point your MCP client at this streamable-http endpoint: https://toolsthatrank-mcp.lipmichal.workers.dev
Glimind scanned all 3 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.