mcp-registry/io.github.edelgad3/ai-visibility-scanner · v1.0.0
Also listed as glama/edelgad3/ai-visibility-scanner
As of 2026-10-17 19:49 UTC, the Edelgad3 Ai Visibility Scanner MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 5 outages in 90 days, with a median recovery of 7 minutes.
Scan websites for AI visibility and marketing health with interactive dashboard.
Claude Code
claude mcp add --transport http edelgad3-ai-visibility-scanner-mcp-serve https://ai-visibility-scanner-production.up.railway.app/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"edelgad3-ai-visibility-scanner-mcp-serve": {
"type": "http",
"url": "https://ai-visibility-scanner-production.up.railway.app/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
13 parameter(s) across 4 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call.
1 tool(s) have parameters with no type (no type/enum/anyOf/$ref).
Give every parameter a "type" (or "enum"/"anyOf"). Untyped parameters make models guess — strings for numbers, objects for arrays.
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads.
Handshake + tools/list takes ~1,729 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably.
4 of 5 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones.
In the last 30 days: 0 tool(s) removed and 4 schema change(s).
Add new tools or optional parameters instead of renaming or removing; deprecate first (say so in the description) and remove later. Agents cache tool contracts.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 4 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.edelgad3%2Fai-visibility-scanner/fixes
{
"name": "compare_scan",
"description": "Scan a competitor and return side-by-side comparison",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"url",
"competitor_url"
],
"properties": {
"url": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"max_pages": {
"type": "number",
"default": 3,
"maximum": 10,
"minimum": 1
},
"competitor_url": {
"type": "string",
"format": "uri",
"maxLength": 2048
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "get_score_breakdown",
"description": "Get detailed line-item breakdown for a score dimension",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"dimension",
"checks"
],
"properties": {
"checks": {
"type": "string"
},
"dimension": {
"enum": [
"geo",
"multimodal",
"agent_ready"
],
"type": "string"
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "submit_lead",
"description": "Submit a lead for service booking",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"name",
"email",
"tier",
"scan_url"
],
"properties": {
"name": {
"type": "string"
},
"tier": {
"enum": [
"visibility",
"forge",
"diagnostic"
],
"type": "string"
},
"email": {
"type": "string"
},
"company": {
"type": "string"
},
"scan_url": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"findings_count": {
"type": "number"
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
}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/io.github.edelgad3/ai-visibility-scanner"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.edelgad3/ai-visibility-scanner"}) over MCP.
scan_website ~212 tokenssubmit_lead ~128 tokenscompare_scan ~116 tokensget_score_breakdown ~89 tokensrefresh_scan ~87 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%2Fio.github.edelgad3%2Fai-visibility-scanner?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.edelgad3%2Fai-visibility-scanner?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.edelgad3%2Fai-visibility-scanner.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.edelgad3%2Fai-visibility-scanner.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.edelgad3%2Fai-visibility-scanner?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 sha256:4365339f2ca1d191…, first seen 2026-10-17, included at leaf 5062 of 18,328. Version history · verify what your client received.
Compare: most reliable web servers · most reliable data servers · most reliable communication 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 2026-10-17 19:49 UTC, the Edelgad3 Ai Visibility Scanner MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 5 outages in 90 days, with a median recovery of 7 minutes.
Edelgad3 Ai Visibility Scanner MCP server advertises 5 tools, including compare_scan, get_score_breakdown, refresh_scan, scan_website, submit_lead.
Point your MCP client at this streamable-http endpoint: https://ai-visibility-scanner-production.up.railway.app/mcp
Glimind scanned all 5 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.