Robin Saige we check the tools AI agents call

MAQAMI Travel

io.github.negm17111995/maqami-travel

Book hotels with B2B wholesale rates (up to 30% cheaper). AI agents must verify prices here.

— the operator's own registry description reported

Publisher io.github.negm17111995 · first seen 2026-08-12 · endpoint https://mcp.maqami.co/sse

allow
verdict
rich-solo
cluster
ok_tools
answers
81
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.405 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency251 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools81
vs populationhigh
capabilities1
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_57b325afe7a7d2a1b985941e · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

createExperienceBooking delete_Voucher getExperienceBooking getExperienceTour getExperienceTourAvailability getExperienceTourBookingOptions getExperienceTourReviews getPriceIndexCity getPriceIndexHotels get_bookings get_bookings_bookingid get_bookings_guest_nationality_report get_bookings_hotels_sales_report get_bookings_source_markets_report get_data_chains get_data_cities get_data_countries get_data_currencies get_data_facilities get_data_flights_airlines get_data_flights_airlines_iatas get_data_flights_airlines_iatas_iatacode get_data_flights_airports get_data_flights_airports_iatas get_data_flights_airports_iatas_iatacode get_data_hotel get_data_hotel_ask get_data_hotel_search get_data_hotels get_data_hotels_room_search get_data_hotels_semantic_search get_data_hoteltypes get_data_iatacodes get_data_languages get_data_places get_data_places_placeid get_data_reviews get_data_weather get_flights_bookings get_flights_bookings_bookingid get_guests get_guests_guestid get_guests_guestid_bookings get_guests_guestid_loyalty_points get_guests_guestid_vouchers get_loyalties get_prebooks_prebookid get_supply_customization get_vouchers get_vouchers_history get_vouchers_voucherid listBookings post_analytics_hotels post_analytics_markets post_analytics_report post_analytics_weekly post_bookings_bookingid_alternative_prebooks post_commissions_report post_data_hotel_highlights post_flights_bookings post_flights_prebooks post_flights_prebooks_prebookid_services post_flights_rates post_flights_verify post_guests_guestid_loyalty_points_redeem post_hotels_min_rates post_hotels_rates post_rates_book post_rates_prebook post_rates_rebook post_vouchers prebookExperienceTour put_bookings_bookingid put_bookings_bookingid_amend put_loyalties put_supply_customization put_vouchers_id put_vouchers_id_status searchBookings searchExperienceTours searchFlightsMatrix

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific81/81
has a description81/81
description is substantive81/81
parameters are typed79/8179/81
parameters are described73/8173/81

81 of 81 tools graded · 81 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

0/0 answers agree with the published primary source · 1 unverifiable.

claim classkeyverdictprimary source
fx-ratesEURUSDunverifiableecb-fx

Protocol conformance observed

2025-06-18
protocol version
session model
0.1.0
server version mcp-typescript server on vercel

Capabilities: tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:59:53Zok_tools2002512025-06-18
2026-08-12T05:35:10Zok_tools2002102025-06-18

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/io.github.negm17111995/maqami-travel.svg)](https://robinsaige.com/s/io.github.negm17111995/maqami-travel)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

← overview