Robin Saige we check the tools AI agents call

Award Travel Finder

com.awardtravelfinder/mcp

Search award flight availability and points pricing across 27 airlines and 23 loyalty programs.

— the operator's own registry description reported

Publisher com.awardtravelfinder · first seen 2026-08-30 · endpoint https://mcp.awardtravelfinder.com/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
137
tools served

Dependency rating derived

allow
allow — alive & usable · action ● · V n/a
allow — because answers ●, 137 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (2 attempts unverifiable, 0 disagreements)

Cluster rich-solo · distinctiveness 0.775 (unusual). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency292 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools137
vs populationhigh
capabilities5
harnessA
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_188738bb6c478918635e39ba · 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.

Q1Does it answer?alive & usable — 2 probes ●evidence ↓
Q2What is it?action ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?rich-solo · 1 on its host (context, not verdict) ◐evidence ↓

● observed · ◐ derived · ○ reported — the verdict synthesizes Q1–Q4; Q5 is context. Methodology →

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-30 → 2026-09-06). 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 (2 events)
datetypewhat changed
2026-09-06inventorytools 136 → 137
2026-08-30outcomefirst probe: ok_tools

What kind of tools these are derived

Verification only means something relative to a tool's NATURE — an email-sender has no "true answer", a generator has no answer key. Classification evidence: classified from tool names/descriptions/annotations WE OBSERVED. What checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
action133changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
retrieval-public3serves public factstruth-checkable against a public source — the V-ladder applies in full
unclassified1not classifiable from its textTier-1 only until its tools describe themselves

Tools last seen observed

add_flight_booking add_hotel_booking add_voucher apply_voucher_to_booking assign_bookings_to_trip audit_hotel_folio audit_marriott_folio calculate_flight_earnings cancel_route_monitor cancel_standing_order cards_analyze_spending cards_compare_cards cards_find_cards_for_category cards_find_transfer_programs_for_airline cards_get_card cards_list_cards cards_list_changes cards_list_transfer_partners cards_rank_welcome_bonuses compare_transfer_options connect_integration create_route_monitor create_standing_order create_trip delete_flight_booking delete_hotel_booking delete_lounge_visit delete_loyalty_status delete_points_balance delete_trip delete_voucher disconnect_integration discover_more_flight_tools find_premium_hotels find_transfer_paths fs_create_seat_alert fs_delete_seat_alert fs_discover_more_flight_tools fs_find_best_seats fs_get_seat_info fs_get_seat_reviews fs_get_seatmap fs_interactive_seat_finder fs_list_seat_alerts fs_search_flight get_award_chart_faq get_award_release_window get_award_trip_details get_buy_points_pricing get_cancellation_fee get_earning_rates get_flight_booking get_hotel_availability get_hotel_booking get_partner_award_options get_points_valuation get_portfolio get_pricing get_program_partner_chart get_program_rates get_skill get_status_matches get_status_progress get_trip_briefing list_award_release_windows list_flight_bookings list_hotel_bookings list_integrations list_lounge_visits list_loyalty_statuses list_my_vouchers list_points_balances list_route_monitors list_skills list_standing_orders list_supported_airlines list_trips list_voucher_types log_lounge_visit lookup_flight lounge_add_to_wishlist lounge_delete_review lounge_delete_visit lounge_discover_more_flight_tools lounge_find_lounges_by_access lounge_get_airport_lounges lounge_get_lounge_details lounge_get_my_passport lounge_get_my_profile lounge_get_my_reviews lounge_get_my_visits lounge_get_my_wishlist lounge_get_network_lounges lounge_list_access_methods lounge_list_networks lounge_mark_lounge_visited lounge_remove_from_wishlist lounge_search_lounges lounge_update_review lounge_update_visit lounge_write_review monitor_hotel_price plan_trip recommend_redemption recommend_status_path render_ui search_all_airlines search_availability search_cash_flights search_hotels search_hybrid search_knowledge_base search_merchant_multipliers search_monthly_availability search_multi_passenger search_my_documents set_loyalty_status set_status_progress submit_feedback sw_get_airline_wifi sw_get_flight_wifi sw_get_rollouts sw_get_speed_stats sw_get_tail_info sw_get_wifi_facts sw_list_airlines sw_search_wifi sync_now update_flight_booking update_hotel_booking update_itinerary update_points_balance update_route_monitor viator_get_experience_details viator_search_experiences whats_on_sale wikipedia_airports

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 & specific137/137
has a description137/137
description is substantive136/137136/137
parameters are typed137/137
parameters are described101/137101/137

137 of 137 tools graded · 137 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

Not yet confirmed — 2 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
tariff-duty0901.21.00unverifiableus-hts
tariff-duty6109.10.00unverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
3.0.0
server version AwardTravelFinder

Capabilities: extensions logging prompts resources tools

Drift observed

No confirmed drift on record. Baseline set 2026-09-06; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-09-06T06:12:07Zok_tools2002922025-06-18
2026-08-30T06:11:51Zok_tools2001192025-06-18

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/com.awardtravelfinder/mcp.svg)](https://robinsaige.com/s/com.awardtravelfinder/mcp)

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.

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