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Deterministic SEO/GEO checks, business-data comparisons and fixed-price implementation guidance.
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analyze_ai_observations Read-only
Berechnet Nennungs-, Empfehlungs-, eigene Quellen- und Zitationsquoten aus gelieferten annotierten Antwortprotokollen. Trennt Oberfläche, Modell, Modus, Sprache und Ort. Weist Nenner, Fehlversuche und ungeprüfte Annotationen aus. Führt keine KI-Anfragen durch und beurteilt keine Texte semantisch.
Install
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
Run in a terminal
claude mcp add --transport http local-seo-geo https://mcp.empiriainsight.com/mcp
Tools (9)
analyze_ai_observationsBerechnet Nennungs-, Empfehlungs-, eigene Quellen- und Zitationsquoten aus gelieferten annotierten Antwortprotokollen. Trennt Oberfläche, Modell, Modus, Sprache und Ort. Weist Nenner, Fehlversuche und ungeprüfte Annotationen aus. Führt keine KI-Anfragen durch und beurteilt keine Texte semantisch.
read-only
analyze_ai_observations
Berechnet Nennungs-, Empfehlungs-, eigene Quellen- und Zitationsquoten aus gelieferten annotierten Antwortprotokollen. Trennt Oberfläche, Modell, Modus, Sprache und Ort. Weist Nenner, Fehlversuche und ungeprüfte Annotationen aus. Führt keine KI-Anfragen durch und beurteilt keine Texte semantisch.
| Argument | Type | Description |
|---|---|---|
| owned_hosts* | array | |
| observations* | array |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"owned_hosts",
"observations"
],
"properties": {
"owned_hosts": {
"type": "array",
"items": {
"type": "string",
"pattern": "^[a-zA-Z0-9.-]+$",
"maxLength": 253,
"minLength": 1
},
"maxItems": 20,
"minItems": 1
},
"observations": {
"type": "array",
"items": {
"type": "object",
"required": [
"provider",
"surface",
"prompt_id",
"prompt",
"status"
],
"properties": {
"model": {
"$ref": "#/properties/observations/items/properties/provider"
},
"prompt": {
"type": "string",
"maxLength": 8000,
"minLength": 1
},
"status": {
"enum": [
"complete",
"failed",
"blocked"
],
"type": "string"
},
"surface": {
"$ref": "#/properties/observations/items/properties/provider"
},
"language": {
"$ref": "#/properties/observations/items/properties/provider"
},
"location": {
"$ref": "#/properties/observations/items/properties/provider"
},
"provider": {
"type": "string",
"maxLength": 300,
"minLength": 1
},
"timezone": {
"$ref": "#/properties/observations/items/properties/provider"
},
"citations": {
"type": "array",
"items": {
"type": "object",
"required": [
"url",
"verified"
],
"properties": {
"url": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"verified": {
"type": "boolean"
}
},
"additionalProperties": false
},
"maxItems": 100
},
"mentioned": {
"type": "boolean"
},
"prompt_id": {
"$ref": "#/properties/observations/items/properties/provider"
},
"repetition": {
"type": "integer",
"maximum": 100,
"minimum": 1
},
"observed_at": {
"type": "string",
"format": "date-time"
},
"recommended": {
"type": "boolean"
},
"response_text": {
"type": "string",
"maxLength": 32000,
"minLength": 1
},
"retrieval_mode": {
"$ref": "#/properties/observations/items/properties/provider"
},
"location_access": {
"enum": [
"provided",
"disabled",
"unknown"
],
"type": "string"
},
"identity_verified": {
"type": "boolean"
},
"artifact_reference": {
"type": "string",
"maxLength": 2048,
"minLength": 1
}
},
"additionalProperties": false
},
"maxItems": 500
}
},
"additionalProperties": false
}analyze_performance_exportValidiert gelieferte GSC-/GBP-/CRM-ähnliche Datensätze, Definitionen und doppelte IDs. Summiert getrennte Kennzahlen und berechnet Veränderungen nur bei vergleichbarer Baseline. Kein Zugriff auf Konten und keine automatische Zuordnung von KI-Traffic oder Umsatzursachen.
read-only
analyze_performance_export
Validiert gelieferte GSC-/GBP-/CRM-ähnliche Datensätze, Definitionen und doppelte IDs. Summiert getrennte Kennzahlen und berechnet Veränderungen nur bei vergleichbarer Baseline. Kein Zugriff auf Konten und keine automatische Zuordnung von KI-Traffic oder Umsatzursachen.
| Argument | Type | Description |
|---|---|---|
| current* | object | |
| baseline | any |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"current"
],
"properties": {
"current": {
"type": "object",
"required": [
"source",
"period_start",
"period_end",
"timezone",
"exported_at",
"dimensions",
"definitions",
"records"
],
"properties": {
"source": {
"type": "string",
"maxLength": 300,
"minLength": 1
},
"records": {
"type": "array",
"items": {
"type": "object",
"required": [
"id",
"values"
],
"properties": {
"id": {
"$ref": "#/properties/current/properties/source"
},
"query": {
"type": "string",
"maxLength": 1000
},
"values": {
"type": "object",
"propertyNames": {
"enum": [
"impressions",
"clicks",
"phone_clicks",
"calls_received",
"contacts",
"qualified_contacts",
"bookings",
"orders",
"revenue"
]
},
"additionalProperties": {
"type": "number"
}
}
},
"additionalProperties": false
},
"maxItems": 5000
},
"currency": {
"type": "string",
"pattern": "^[A-Z]{3}$"
},
"timezone": {
"$ref": "#/properties/current/properties/source"
},
"dimensions": {
"type": "object",
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 500
}
},
"period_end": {
"type": "string",
"format": "date"
},
"definitions": {
"type": "object",
"propertyNames": {
"enum": [
"impressions",
"clicks",
"phone_clicks",
"calls_received",
"contacts",
"qualified_contacts",
"bookings",
"orders",
"revenue"
]
},
"additionalProperties": {
"type": "string",
"maxLength": 500,
"minLength": 1
}
},
"exported_at": {
"type": "string",
"format": "date-time"
},
"period_start": {
"type": "string",
"format": "date"
}
},
"additionalProperties": false
},
"baseline": {
"$ref": "#/properties/current"
}
},
"additionalProperties": false
}analyze_web_performanceTrennt Labor- und Felddaten. Prüft gelieferte p75-Feldwerte getrennt nach Gerät gegen gute LCP-/INP-/CLS-Grenzen und listet große Ressourcen im gelieferten Trace. Führt keine Messung aus und berechnet keinen pauschalen SEO-Score.
read-only
analyze_web_performance
Trennt Labor- und Felddaten. Prüft gelieferte p75-Feldwerte getrennt nach Gerät gegen gute LCP-/INP-/CLS-Grenzen und listet große Ressourcen im gelieferten Trace. Führt keine Messung aus und berechnet keinen pauschalen SEO-Score.
| Argument | Type | Description |
|---|---|---|
| url* | string | |
| kind* | string | |
| device* | string | |
| source* | string | |
| metrics* | object | |
| resources | array | |
| percentile | number | |
| period_end | string | |
| observed_at* | string | |
| period_start | string |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"url",
"source",
"kind",
"device",
"observed_at",
"metrics"
],
"properties": {
"url": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"kind": {
"enum": [
"field",
"lab"
],
"type": "string"
},
"device": {
"enum": [
"mobile",
"desktop",
"mixed"
],
"type": "string"
},
"source": {
"type": "string",
"maxLength": 300,
"minLength": 1
},
"metrics": {
"type": "object",
"properties": {
"cls": {
"type": "number",
"minimum": 0
},
"inp_ms": {
"type": "number",
"minimum": 0
},
"lcp_ms": {
"type": "number",
"minimum": 0
}
},
"additionalProperties": false
},
"resources": {
"type": "array",
"items": {
"type": "object",
"required": [
"url",
"transfer_bytes"
],
"properties": {
"url": {
"$ref": "#/properties/url"
},
"duration_ms": {
"type": "number",
"minimum": 0
},
"transfer_bytes": {
"type": "integer",
"minimum": 0
}
},
"additionalProperties": false
},
"default": [],
"maxItems": 500
},
"percentile": {
"type": "number",
"maximum": 100,
"minimum": 0
},
"period_end": {
"type": "string",
"format": "date"
},
"observed_at": {
"type": "string",
"format": "date-time"
},
"period_start": {
"type": "string",
"format": "date"
}
},
"additionalProperties": false
}audit_page_snapshotPrüft geliefertes HTML und optionale HTTP-/robots-/Sitemap-/DOM-Snapshots ohne Netzwerkzugriff. Gleiche Eingaben und Regelversion ergeben gleiche Befunde. Fehlende Daten bleiben not_tested; ein DOM-Snapshot ist kein eigener Browser-Test.
read-only
audit_page_snapshot
Prüft geliefertes HTML und optionale HTTP-/robots-/Sitemap-/DOM-Snapshots ohne Netzwerkzugriff. Gleiche Eingaben und Regelversion ergeben gleiche Befunde. Fehlende Daten bleiben not_tested; ein DOM-Snapshot ist kein eigener Browser-Test.
| Argument | Type | Description |
|---|---|---|
| url* | string | |
| html* | string | |
| llms | any | |
| robots | object | |
| headers | object | |
| sitemap | any | |
| observed_at | string | |
| status_code | integer | |
| related_pages | array | |
| rendered_html | string | |
| paid_link_urls | array | |
| redirect_chain | array | |
| target_results | array | |
| expected_business | object |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"url",
"html"
],
"properties": {
"url": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"html": {
"type": "string",
"maxLength": 2000000
},
"llms": {
"$ref": "#/properties/robots"
},
"robots": {
"type": "object",
"required": [
"url",
"status_code",
"body"
],
"properties": {
"url": {
"$ref": "#/properties/url"
},
"body": {
"type": "string",
"maxLength": 2000000
},
"headers": {
"type": "object",
"default": {},
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 8000
}
},
"status_code": {
"type": "integer",
"maximum": 599,
"minimum": 100
}
},
"additionalProperties": false
},
"headers": {
"type": "object",
"default": {},
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 8000
}
},
"sitemap": {
"$ref": "#/properties/robots"
},
"observed_at": {
"type": "string",
"format": "date-time"
},
"status_code": {
"type": "integer",
"maximum": 599,
"minimum": 100
},
"related_pages": {
"type": "array",
"items": {
"$ref": "#/properties/robots"
},
"maxItems": 6
},
"rendered_html": {
"type": "string",
"maxLength": 2000000
},
"paid_link_urls": {
"type": "array",
"items": {
"$ref": "#/properties/url"
},
"maxItems": 100
},
"redirect_chain": {
"type": "array",
"items": {
"$ref": "#/properties/url"
},
"maxItems": 6
},
"target_results": {
"type": "array",
"items": {
"$ref": "#/properties/robots"
},
"default": [],
"maxItems": 40
},
"expected_business": {
"type": "object",
"required": [
"name"
],
"properties": {
"name": {
"type": "string",
"maxLength": 300,
"minLength": 1
},
"hours": {
"type": "object",
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 100
}
},
"phones": {
"type": "array",
"items": {
"$ref": "#/properties/expected_business/properties/name"
},
"maxItems": 10
},
"address": {
"type": "object",
"properties": {
"street": {
"$ref": "#/properties/expected_business/properties/name"
},
"country": {
"type": "string",
"maxLength": 2,
"minLength": 2
},
"locality": {
"$ref": "#/properties/expected_business/properties/name"
},
"postal_code": {
"$ref": "#/properties/expected_business/properties/name"
}
},
"additionalProperties": false
},
"country": {
"type": "string",
"default": "DE",
"pattern": "^[A-Z]{2}$"
},
"website": {
"$ref": "#/properties/url"
},
"services": {
"type": "array",
"items": {
"$ref": "#/properties/expected_business/properties/name"
},
"maxItems": 100
},
"categories": {
"type": "array",
"items": {
"$ref": "#/properties/expected_business/properties/name"
},
"maxItems": 30
},
"location_type": {
"enum": [
"storefront",
"hybrid",
"service_area"
],
"type": "string"
},
"service_areas": {
"type": "array",
"items": {
"$ref": "#/properties/expected_business/properties/name"
},
"maxItems": 100
},
"special_hours": {
"type": "object",
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 100
}
},
"public_address": {
"type": "boolean"
},
"approved_website_urls": {
"type": "array",
"items": {
"$ref": "#/properties/url"
},
"maxItems": 20
}
},
"additionalProperties": false
}
},
"additionalProperties": false
}audit_websiteBegrenzter HTTP-Crawl einer öffentlichen Website: HTML, Kontaktlinks, Schema, robots, Sitemap. Maximal sechs Seiten und 20 weitere interne Ziele, 45 Sekunden Gesamtbudget. Respektiert robots für den eigenen Audit-Crawler. Kein Browser oder echter Suchbot-Test; externe Buchungsseiten bleiben ungeprüft. Führt öffentliche GET-Abrufe durch, speichert keine Leads.
read-only
audit_website
Begrenzter HTTP-Crawl einer öffentlichen Website: HTML, Kontaktlinks, Schema, robots, Sitemap. Maximal sechs Seiten und 20 weitere interne Ziele, 45 Sekunden Gesamtbudget. Respektiert robots für den eigenen Audit-Crawler. Kein Browser oder echter Suchbot-Test; externe Buchungsseiten bleiben ungeprüft. Führt öffentliche GET-Abrufe durch, speichert keine Leads.
| Argument | Type | Description |
|---|---|---|
| url* | string | |
| max_pages | integer | |
| max_link_checks | integer | |
| expected_business | object |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"url"
],
"properties": {
"url": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"max_pages": {
"type": "integer",
"default": 3,
"maximum": 6,
"minimum": 1
},
"max_link_checks": {
"type": "integer",
"default": 10,
"maximum": 20,
"minimum": 0
},
"expected_business": {
"type": "object",
"required": [
"name"
],
"properties": {
"name": {
"type": "string",
"maxLength": 300,
"minLength": 1
},
"hours": {
"type": "object",
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 100
}
},
"phones": {
"type": "array",
"items": {
"$ref": "#/properties/expected_business/properties/name"
},
"maxItems": 10
},
"address": {
"type": "object",
"properties": {
"street": {
"$ref": "#/properties/expected_business/properties/name"
},
"country": {
"type": "string",
"maxLength": 2,
"minLength": 2
},
"locality": {
"$ref": "#/properties/expected_business/properties/name"
},
"postal_code": {
"$ref": "#/properties/expected_business/properties/name"
}
},
"additionalProperties": false
},
"country": {
"type": "string",
"default": "DE",
"pattern": "^[A-Z]{2}$"
},
"website": {
"$ref": "#/properties/url"
},
"services": {
"type": "array",
"items": {
"$ref": "#/properties/expected_business/properties/name"
},
"maxItems": 100
},
"categories": {
"type": "array",
"items": {
"$ref": "#/properties/expected_business/properties/name"
},
"maxItems": 30
},
"location_type": {
"enum": [
"storefront",
"hybrid",
"service_area"
],
"type": "string"
},
"service_areas": {
"type": "array",
"items": {
"$ref": "#/properties/expected_business/properties/name"
},
"maxItems": 100
},
"special_hours": {
"type": "object",
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 100
}
},
"public_address": {
"type": "boolean"
},
"approved_website_urls": {
"type": "array",
"items": {
"$ref": "#/properties/url"
},
"maxItems": 20
}
},
"additionalProperties": false
}
},
"additionalProperties": false
}compare_business_profilesVergleicht gelieferte Profil-/Verzeichnisdaten gegen freigegebene Stammdaten: Name, Rufnummern, öffentliche Adresse, Standort-URL, Zeiten, Gebiete, Kategorien und Leistungen. Normalisiert Schreib-/Telefonvarianten; prüft weder Google-Profil live noch Inhaberschaft oder Wahrheit der Stammdaten.
read-only
compare_business_profiles
Vergleicht gelieferte Profil-/Verzeichnisdaten gegen freigegebene Stammdaten: Name, Rufnummern, öffentliche Adresse, Standort-URL, Zeiten, Gebiete, Kategorien und Leistungen. Normalisiert Schreib-/Telefonvarianten; prüft weder Google-Profil live noch Inhaberschaft oder Wahrheit der Stammdaten.
| Argument | Type | Description |
|---|---|---|
| profiles* | array | |
| reference* | object |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"reference",
"profiles"
],
"properties": {
"profiles": {
"type": "array",
"items": {
"type": "object",
"required": [
"profile_id"
],
"properties": {
"name": {
"$ref": "#/properties/reference/properties/name"
},
"hours": {
"$ref": "#/properties/reference/properties/hours"
},
"phones": {
"$ref": "#/properties/reference/properties/phones"
},
"address": {
"$ref": "#/properties/reference/properties/address"
},
"country": {
"$ref": "#/properties/reference/properties/country"
},
"website": {
"$ref": "#/properties/reference/properties/website"
},
"services": {
"$ref": "#/properties/reference/properties/services"
},
"categories": {
"$ref": "#/properties/reference/properties/categories"
},
"profile_id": {
"$ref": "#/properties/reference/properties/name"
},
"source_url": {
"$ref": "#/properties/reference/properties/website"
},
"observed_at": {
"type": "string",
"format": "date-time"
},
"location_type": {
"$ref": "#/properties/reference/properties/location_type"
},
"service_areas": {
"$ref": "#/properties/reference/properties/service_areas"
},
"special_hours": {
"$ref": "#/properties/reference/properties/special_hours"
},
"public_address": {
"$ref": "#/properties/reference/properties/public_address"
},
"approved_website_urls": {
"$ref": "#/properties/reference/properties/approved_website_urls"
}
},
"additionalProperties": false
},
"maxItems": 50,
"minItems": 1
},
"reference": {
"type": "object",
"required": [
"name"
],
"properties": {
"name": {
"type": "string",
"maxLength": 300,
"minLength": 1
},
"hours": {
"type": "object",
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 100
}
},
"phones": {
"type": "array",
"items": {
"$ref": "#/properties/reference/properties/name"
},
"maxItems": 10
},
"address": {
"type": "object",
"properties": {
"street": {
"$ref": "#/properties/reference/properties/name"
},
"country": {
"type": "string",
"maxLength": 2,
"minLength": 2
},
"locality": {
"$ref": "#/properties/reference/properties/name"
},
"postal_code": {
"$ref": "#/properties/reference/properties/name"
}
},
"additionalProperties": false
},
"country": {
"type": "string",
"default": "DE",
"pattern": "^[A-Z]{2}$"
},
"website": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"services": {
"type": "array",
"items": {
"$ref": "#/properties/reference/properties/name"
},
"maxItems": 100
},
"categories": {
"type": "array",
"items": {
"$ref": "#/properties/reference/properties/name"
},
"maxItems": 30
},
"location_type": {
"enum": [
"storefront",
"hybrid",
"service_area"
],
"type": "string"
},
"service_areas": {
"type": "array",
"items": {
"$ref": "#/properties/reference/properties/name"
},
"maxItems": 100
},
"special_hours": {
"type": "object",
"propertyNames": {
"maxLength": 100
},
"additionalProperties": {
"type": "string",
"maxLength": 100
}
},
"public_address": {
"type": "boolean"
},
"approved_website_urls": {
"type": "array",
"items": {
"$ref": "#/properties/reference/properties/website"
},
"maxItems": 20
}
},
"additionalProperties": false
}
},
"additionalProperties": false
}estimate_remediationPassende Leistungspakete mit vorläufigem Netto-Festpreis und klar begrenztem Umfang aus gelieferten Prüfregel-IDs ableiten. Keine Stundenangaben. Warnungen müssen bestätigt werden; ein verbindliches Festpreisangebot folgt nach Prüfung. Keine Ranking- oder Terminzusage.
read-only
estimate_remediation
Passende Leistungspakete mit vorläufigem Netto-Festpreis und klar begrenztem Umfang aus gelieferten Prüfregel-IDs ableiten. Keine Stundenangaben. Warnungen müssen bestätigt werden; ein verbindliches Festpreisangebot folgt nach Prüfung. Keine Ranking- oder Terminzusage.
| Argument | Type | Description |
|---|---|---|
| findings | array |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"findings": {
"type": "array",
"items": {
"type": "object",
"required": [
"check_id",
"status"
],
"properties": {
"status": {
"enum": [
"fail",
"warn",
"pass",
"info",
"not_tested"
],
"type": "string"
},
"check_id": {
"type": "string",
"maxLength": 100
}
},
"additionalProperties": false
},
"default": [],
"maxItems": 300
}
},
"additionalProperties": false
}get_check_catalogListe der deterministischen Regeln mit Version, Skill-Herkunft, Quellen und Prüfgrenzen.
read-only
get_check_catalog
Liste der deterministischen Regeln mit Version, Skill-Herkunft, Quellen und Prüfgrenzen.
No arguments.
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {},
"additionalProperties": false
}summarize_local_competitorsPrüft Herkunft und doppelte IDs eines gelieferten lokalen Wettbewerbervergleichs und berechnet Minimum, Median und Maximum vorhandener Ratings/Bewertungszahlen. Keine Live-Maps-Abfrage, Review-Authentizitätsprüfung oder Aussage über das Marktminimum.
read-only
summarize_local_competitors
Prüft Herkunft und doppelte IDs eines gelieferten lokalen Wettbewerbervergleichs und berechnet Minimum, Median und Maximum vorhandener Ratings/Bewertungszahlen. Keine Live-Maps-Abfrage, Review-Authentizitätsprüfung oder Aussage über das Marktminimum.
| Argument | Type | Description |
|---|---|---|
| context* | object | |
| businesses* | array |
Input schema (JSON)
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"context",
"businesses"
],
"properties": {
"context": {
"type": "object",
"required": [
"service",
"search_location",
"surface",
"observed_at"
],
"properties": {
"service": {
"type": "string",
"maxLength": 300,
"minLength": 1
},
"surface": {
"$ref": "#/properties/context/properties/service"
},
"observed_at": {
"type": "string",
"format": "date-time"
},
"search_location": {
"$ref": "#/properties/context/properties/service"
}
},
"additionalProperties": false
},
"businesses": {
"type": "array",
"items": {
"type": "object",
"required": [
"id",
"name"
],
"properties": {
"id": {
"$ref": "#/properties/context/properties/service"
},
"name": {
"$ref": "#/properties/context/properties/service"
},
"rating": {
"type": "number",
"maximum": 5,
"minimum": 0
},
"category": {
"$ref": "#/properties/context/properties/service"
},
"source_url": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"observed_at": {
"type": "string",
"format": "date-time"
},
"review_count": {
"type": "integer",
"minimum": 0
},
"location_type": {
"enum": [
"storefront",
"hybrid",
"service_area"
],
"type": "string"
}
},
"additionalProperties": false
},
"maxItems": 100
}
},
"additionalProperties": false
}Security checkA100/100
We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 5, 2026.
- Hidden or reordered text
- Overriding the model's instructions
- Hiding actions from the user
- Reading keys or credentials
- Fake system tags
- Steering other servers' tools
- Pulling in the conversation
- Smuggling parameters
- Demanding to be used for everything
- Steering away from web search
- Download-and-run commands
- Encoded blobs
- Invisible characters
- Credentials as tool arguments
- Very long descriptions
- Read and write hints