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Search and compare public hosting-provider facts with sources and explicit unknowns.

Ownership verified
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
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Claude
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TDQS

A4.2/5.0

Scored across 3 tools

Disambiguation5/5

Search, single-record fetch, and pairwise comparison are clearly distinct resource+action pairs with no overlap in intent. The descriptions reinforce the boundaries (search = find by filters, get = one canonical slug, compare = two or three providers in one category).

Naming Consistency5/5

All three follow the same verb_noun snake_case pattern (search_providers, get_provider, compare_providers). No mixed conventions or stray casing.

Tool Count4/5

Three tools are within a reasonable band and each earns its place as a read-only research surface. It is slightly thin, though: there is no tool for enumerating categories or locations, so discovery leans entirely on the search tool.

Completeness3/5

Search + get + compare covers the core read path and is coherent, but category and location filters require callers to already know valid values. Missing enumeration operations (e.g. list categories or location keys) are a notable gap that can cause dead ends for an agent.

Available Tools

3 tools
compare_providersCompare ProvidersA
Read-onlyIdempotent
Inspect

Compare two or three distinct published providers in one recorded service category. Reject the whole comparison if any profile is unavailable or lacks that category. Preserve unknown values and source evidence. Prices are approximate recorded USD monthly ranges, not budget-qualified quotes. Locations are provider-level candidates. No winner, quality, speed or compliance guarantee.

Inputs: slugs (required), category (required). Returns: rows, category, warnings, providers, +3 more

get_providerGet ProviderA
Read-onlyIdempotent
Inspect

Read one published provider by canonical slug. Returns public facts, evidence, explicit unknowns, approximate signup and renewal ranges, published-review aggregates and eligible endpoint uptime. Existing public field entitlements apply. Editorial availability is separate from customer reviews. Missing and hidden profiles return the same unavailable result.

Inputs: slug (required). Returns: provider, warnings, retrieved_at, schema_version

search_providersSearch ProvidersA
Read-onlyIdempotent
Inspect

Find published Free and paid providers alphabetically by literal name query, category and exact provider-location key. Locations are candidates, not confirmed service or plan availability. Default 10 results, maximum 20. Reuse the cursor with the same filters within 15 minutes; current records can change between pages. An empty result never relaxes filters.

Inputs: limit, query, cursor, category, +1 more. Returns: has_more, warnings, providers, next_cursor, +3 more

Tool Schema Changelog

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