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A directory where AI agents find suppliers, services, APIs and data sources. No key needed.

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

TDQS

A3.9/5.0

Scored across 3 tools

Disambiguation5/5

Each tool maps to a distinct action on a distinct step of the workflow: search_listings (discover), get_listing (retrieve one by id from search results), and send_interest (report an offer or a missing result). The descriptions explicitly link them ('from search_listings'), leaving no realistic chance of misselection.

Naming Consistency5/5

All three names follow a clean verb_noun snake_case pattern: search_listings, get_listing, send_interest. Nouns are singular/plural as appropriate and the convention is uniform.

Tool Count4/5

Three tools is lean but justified for a read-oriented listings hub: one search, one fetch, one feedback channel. It is on the thin side, but no tool feels redundant or missing a sibling.

Completeness4/5

The search-and-retrieve lifecycle is covered, plus an explicit feedback path for missing results, which closes the usual 'dead end' when search returns nothing. Minor gaps remain around refining results (filters, pagination, category browsing), but the core purpose is served.

Available Tools

3 tools
get_listingA
Read-only
Inspect

One active listing by id (from search_listings), in the requested language.

Inputs: listing_id (required), lang. Returns: object

search_listingsA
Read-only
Inspect

Search active listings: suppliers, services, APIs and data sources. Free text in English or Spanish. Paid placements come only in sponsored_results (at most 3). The response includes an invitation to tell the hub what you did not find.

Inputs: q, lang, limit, niche, +4 more. Returns: object

send_interestAInspect

Tell the hub what you (or your owner) offer, or what you searched and did not find. kind: 'offer' or 'missing'. Free text, English or Spanish, 10 to 2000 characters. Stored for the hub team and NEVER published. No personal data.

Inputs: kind (required), text (required), lang, contact_url. Returns: object

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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