Kaleto
Find kids' enrichment providers (sports, swim, dance, arts, STEM, camps) in 39 US regions.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"mcp": {
"url": "https://api.kaleto.ai/mcp"
}
}
}Remote endpoints
https://api.kaleto.ai/mcpstreamable-httpWhat it can do
Tool inventory
Tools (4)
🟢list_regions
List supported region IDs and their included city/state addresses. Regions may overlap; these are not distance or service-area boundaries.
Input Schema
{
"type": "object",
"properties": {},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"regions": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"enum": [
"austin",
"baltimore",
"boise",
"boston",
"buffalo",
"charleston",
"chicago",
"cincinnati",
"cleveland",
"columbus",
"dallas-fort-worth",
"dc",
"denver",
"detroit",
"houston",
"indianapolis",
"kansas-city",
"madison",
"miami",
"milwaukee",
"minneapolis-st-paul",
"new-york",
"oklahoma-city",
"orlando",
"philadelphia",
"phoenix",
"pittsburgh",
"portland",
"raleigh-durham",
"salt-lake-city",
"san-antonio",
"seattle",
"sf-bay",
"socal",
"st-louis",
"tampa",
"tucson",
"connecticut",
"providence"
]
},
"cities": {
"type": "array",
"items": {
"type": "object",
"properties": {
"city": {
"type": "string"
},
"state": {
"type": "string"
}
},
"required": [
"city",
"state"
],
"additionalProperties": false
}
}
},
"required": [
"id",
"cities"
],
"additionalProperties": false
}
}
},
"required": [
"regions"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢search_providers(query, limit, region)
Search current enrichment provider records by natural-language interests in a required region: pass the place the family names (city, neighborhood or area) or a region ID. Jev maps it onto a covered region in parallel with the activities, and the response region is the region searched; call list_regions only after LOCATION_UNSUPPORTED. Location words in the query are not used for filtering. Jev maps the query onto specific activities, PostgreSQL retrieves up to 120 providers in the region tagged with those activities, and Jev ranks them by relevance. Returns selected_types, relevance scores and limitations; does not verify program availability. All callers share the same search rate and concurrency limits. Search text is processed by Jev; operational search analytics are stored. Do not include child names or private details.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 1000
},
"limit": {
"default": 10,
"type": "integer",
"minimum": 1,
"maximum": 25
},
"region": {
"type": "string",
"minLength": 1,
"maxLength": 100,
"description": "Where the family is looking, as they said it: a city, neighborhood or area such as \"Leander, TX\" or \"Brooklyn\", or a region ID. Mapped onto a covered region; the response region is the one searched."
}
},
"required": [
"query",
"region"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"providers": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"format": "uuid",
"pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
},
"name": {
"type": "string",
"minLength": 1,
"maxLength": 300
},
"website": {
"anyOf": [
{
"type": "string",
"maxLength": 2000,
"format": "uri"
},
{
"type": "null"
}
]
},
"image_url": {
"anyOf": [
{
"type": "string",
"maxLength": 2000,
"format": "uri"
},
{
"type": "null"
}
]
},
"phone_number": {
"anyOf": [
{
"type": "string",
"minLength": 1,
"maxLength": 100
},
{
"type": "null"
}
]
},
"address": {
"anyOf": [
{
"type": "string",
"minLength": 1,
"maxLength": 2000
},
{
"type": "null"
}
]
},
"timezone": {
"anyOf": [
{
"type": "string",
"maxLength": 100
},
{
"type": "null"
}
]
},
"description": {
"type": "string",
"minLength": 1,
"maxLength": 6000
},
"types": {
"minItems": 1,
"maxItems": 10,
"type": "array",
"items": {
"type": "string",
"enum": [
"sports",
"coding",
"summer_camp",
"daycare",
"tutoring",
"arts",
"music",
"stem",
"outdoors",
"other"
]
}
},
"latitude": {
"anyOf": [
{
"type": "number",
"minimum": -90,
"maximum": 90
},
{
"type": "null"
}
]
},
"longitude": {
"anyOf": [
{
"type": "number",
"minimum": -180,
"maximum": 180
},
{
"type": "null"
}
]
},
"geocode_precision": {
"anyOf": [
{
"type": "string",
"enum": [
"rooftop",
"street",
"city"
]
},
{
"type": "null"
}
]
},
"geocode_source": {
"anyOf": [
{
"type": "string",
"maxLength": 100
},
{
"type": "null"
}
]
},
"geocoded_at": {
"type": [
"string",
"null"
]
},
"relevance_score": {
"type": "number",
"minimum": 0,
"maximum": 1
}
},
"required": [
"id",
"name",
"website",
"image_url",
"phone_number",
"address",
"timezone",
"description",
"types",
"latitude",
"longitude",
"geocode_precision",
"geocode_source",
"geocoded_at",
"relevance_score"
],
"additionalProperties": false
}
},
"evaluated_count": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"region": {
"type": "string",
"enum": [
"austin",
"baltimore",
"boise",
"boston",
"buffalo",
"charleston",
"chicago",
"cincinnati",
"cleveland",
"columbus",
"dallas-fort-worth",
"dc",
"denver",
"detroit",
"houston",
"indianapolis",
"kansas-city",
"madison",
"miami",
"milwaukee",
"minneapolis-st-paul",
"new-york",
"oklahoma-city",
"orlando",
"philadelphia",
"phoenix",
"pittsburgh",
"portland",
"raleigh-durham",
"salt-lake-city",
"san-antonio",
"seattle",
"sf-bay",
"socal",
"st-louis",
"tampa",
"tucson",
"connecticut",
"providence"
]
},
"selected_types": {
"type": "array",
"items": {
"type": "string",
"enum": [
"sports",
"coding",
"summer_camp",
"daycare",
"tutoring",
"arts",
"music",
"stem",
"outdoors",
"other"
]
}
},
"limitations": {
"type": "array",
"items": {
"type": "string"
}
},
"model_version": {
"type": "string"
},
"rubric_version": {
"type": "string"
}
},
"required": [
"providers",
"evaluated_count",
"region",
"selected_types",
"limitations",
"model_version",
"rubric_version"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢get_provider(id)
Get the current provider record using a UUID returned by search_providers. Does not verify current offerings or availability.
Input Schema
{
"type": "object",
"properties": {
"id": {
"type": "string",
"format": "uuid",
"pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
}
},
"required": [
"id"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"id": {
"type": "string",
"format": "uuid",
"pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
},
"name": {
"type": "string",
"minLength": 1,
"maxLength": 300
},
"website": {
"anyOf": [
{
"type": "string",
"maxLength": 2000,
"format": "uri"
},
{
"type": "null"
}
]
},
"image_url": {
"anyOf": [
{
"type": "string",
"maxLength": 2000,
"format": "uri"
},
{
"type": "null"
}
]
},
"phone_number": {
"anyOf": [
{
"type": "string",
"minLength": 1,
"maxLength": 100
},
{
"type": "null"
}
]
},
"address": {
"anyOf": [
{
"type": "string",
"minLength": 1,
"maxLength": 2000
},
{
"type": "null"
}
]
},
"timezone": {
"anyOf": [
{
"type": "string",
"maxLength": 100
},
{
"type": "null"
}
]
},
"description": {
"type": "string",
"minLength": 1,
"maxLength": 6000
},
"types": {
"minItems": 1,
"maxItems": 10,
"type": "array",
"items": {
"type": "string",
"enum": [
"sports",
"coding",
"summer_camp",
"daycare",
"tutoring",
"arts",
"music",
"stem",
"outdoors",
"other"
]
}
},
"latitude": {
"anyOf": [
{
"type": "number",
"minimum": -90,
"maximum": 90
},
{
"type": "null"
}
]
},
"longitude": {
"anyOf": [
{
"type": "number",
"minimum": -180,
"maximum": 180
},
{
"type": "null"
}
]
},
"geocode_precision": {
"anyOf": [
{
"type": "string",
"enum": [
"rooftop",
"street",
"city"
]
},
{
"type": "null"
}
]
},
"geocode_source": {
"anyOf": [
{
"type": "string",
"maxLength": 100
},
{
"type": "null"
}
]
},
"geocoded_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"name",
"website",
"image_url",
"phone_number",
"address",
"timezone",
"description",
"types",
"latitude",
"longitude",
"geocode_precision",
"geocode_source",
"geocoded_at"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢open_provider_explorer(provider_ids)
Open provider exploration with current records for up to 25 unique UUIDs returned by discovery. Omit provider_ids to start without results; pass [] only after a successful search with no matches. Preserves supplied order without reranking. A missing record fails the whole request. This does not save a list, verify suitability, or make a booking.
Input Schema
{
"type": "object",
"properties": {
"provider_ids": {
"maxItems": 25,
"type": "array",
"items": {
"type": "string",
"format": "uuid",
"pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
}
}
},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"state": {
"type": "string",
"enum": [
"ready",
"results"
]
},
"providers": {
"maxItems": 25,
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"format": "uuid",
"pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
},
"name": {
"type": "string",
"minLength": 1,
"maxLength": 300
},
"website": {
"anyOf": [
{
"type": "string",
"maxLength": 2000,
"format": "uri"
},
{
"type": "null"
}
]
},
"image_url": {
"anyOf": [
{
"type": "string",
"maxLength": 2000,
"format": "uri"
},
{
"type": "null"
}
]
},
"phone_number": {
"anyOf": [
{
"type": "string",
"minLength": 1,
"maxLength": 100
},
{
"type": "null"
}
]
},
"address": {
"anyOf": [
{
"type": "string",
"minLength": 1,
"maxLength": 2000
},
{
"type": "null"
}
]
},
"timezone": {
"anyOf": [
{
"type": "string",
"maxLength": 100
},
{
"type": "null"
}
]
},
"description": {
"type": "string",
"minLength": 1,
"maxLength": 6000
},
"types": {
"minItems": 1,
"maxItems": 10,
"type": "array",
"items": {
"type": "string",
"enum": [
"sports",
"coding",
"summer_camp",
"daycare",
"tutoring",
"arts",
"music",
"stem",
"outdoors",
"other"
]
}
},
"latitude": {
"anyOf": [
{
"type": "number",
"minimum": -90,
"maximum": 90
},
{
"type": "null"
}
]
},
"longitude": {
"anyOf": [
{
"type": "number",
"minimum": -180,
"maximum": 180
},
{
"type": "null"
}
]
},
"geocode_precision": {
"anyOf": [
{
"type": "string",
"enum": [
"rooftop",
"street",
"city"
]
},
{
"type": "null"
}
]
},
"geocode_source": {
"anyOf": [
{
"type": "string",
"maxLength": 100
},
{
"type": "null"
}
]
},
"geocoded_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"name",
"website",
"image_url",
"phone_number",
"address",
"timezone",
"description",
"types",
"latitude",
"longitude",
"geocode_precision",
"geocode_source",
"geocoded_at"
],
"additionalProperties": false
}
},
"regions": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"enum": [
"austin",
"baltimore",
"boise",
"boston",
"buffalo",
"charleston",
"chicago",
"cincinnati",
"cleveland",
"columbus",
"dallas-fort-worth",
"dc",
"denver",
"detroit",
"houston",
"indianapolis",
"kansas-city",
"madison",
"miami",
"milwaukee",
"minneapolis-st-paul",
"new-york",
"oklahoma-city",
"orlando",
"philadelphia",
"phoenix",
"pittsburgh",
"portland",
"raleigh-durham",
"salt-lake-city",
"san-antonio",
"seattle",
"sf-bay",
"socal",
"st-louis",
"tampa",
"tucson",
"connecticut",
"providence"
]
},
"cities": {
"type": "array",
"items": {
"type": "object",
"properties": {
"city": {
"type": "string"
},
"state": {
"type": "string"
}
},
"required": [
"city",
"state"
],
"additionalProperties": false
}
}
},
"required": [
"id",
"cities"
],
"additionalProperties": false
}
},
"limitations": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"state",
"providers",
"regions",
"limitations"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Community
Evidence