Kaleto
Server Details
Find kids' enrichment providers (sports, swimming, dance, arts, music, coding, robotics, STEM, camps, tutoring) across 39 US regions. Relevance-ranked, region-filtered search, provider details and a map view. Read-only, no account needed.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 4 tools
The tools mostly have distinct roles: list_regions provides valid geography, search_providers discovers UUIDs, get_provider fetches one record, and open_provider_explorer opens a collection. However, search_providers and open_provider_explorer both deal with discovery and could be confused by an agent deciding whether to search or open an explorer.
All four tool names follow a consistent snake_case verb_noun pattern: get_provider, list_regions, open_provider_explorer, and search_providers. The conventions are predictable and readable.
Four tools are well scoped for a provider discovery server: one search, one detail fetch, one geography helper, and one explorer opener. Each tool has a clear purpose without redundant operations.
The surface covers the core discovery workflow: list regions, search providers, retrieve a provider by UUID, and open an explorer with selected results. Minor gaps exist around saving or reusing provider lists and verifying availability, but those are explicitly out of scope for this server.
Available Tools
4 toolsget_providerRead provider detailsARead-onlyIdempotentInspect
Get the current provider record using a UUID returned by search_providers. Does not verify current offerings or availability.
Inputs: id (required). Returns: id, name, types, address, +10 more
list_regionsList supported regionsARead-onlyIdempotentInspect
List supported region IDs and their included city/state addresses. Regions may overlap; these are not distance or service-area boundaries.
Inputs: no named parameters. Returns: regions
open_provider_explorerExplore selected providersARead-onlyIdempotentInspect
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.
Inputs: provider_ids. Returns: state, regions, providers, limitations
search_providersFind enrichment providersARead-onlyIdempotentInspect
Search current enrichment provider records by natural-language interests in a required region: pass the place the family names (a US city with its state, a ZIP code, a neighborhood or area) or a region ID. A region ID, a town a region lists, or any other US town or ZIP code is placed directly; other place text is mapped onto a covered region by Jev in parallel with embedding the query. Outside the configured regions, search covers providers within 40 km of the town or ZIP (response region place:). Location words in the query are not used for filtering. PostgreSQL retrieves the 120 providers in the area whose descriptions are closest in meaning to the query, the named town first, and Jev keeps and ranks those that fit. Returns relevance scores, the catalog categories of the providers returned (selected_types) and limitations; does not verify program availability. Each caller has its own search rate limit inside one shared by all callers. Search text is processed by Google Gemini and Jev; operational search analytics are stored. Do not include child names or private details.
Inputs: query (required), region (required), limit. Returns: region, providers, limitations, model_version, +3 more
Tool Schema Changelog
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