Robin Saige we check the tools AI agents call

Dreamfare

app.dreamfare/mcp

Travel tools for AI agents: plan and edit real trips, search stays and tours, import travel videos.

— the operator's own registry description reported

Publisher app.dreamfare · first seen 2026-09-03 · endpoint https://api.dreamfare.app/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
39
tools served

Dependency rating derived

allow
allow — alive & usable · action ● · V n/a
allow — because answers ●, 39 tools legible (band B) ●, no confirmed drift in 1 probes ●; not yet checked: truth (2 attempts unverifiable, 0 disagreements)

Cluster rich-solo · distinctiveness 0.439 (moderate). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency139 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools39
vs populationhigh
capabilities2
harnessB
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_11a107a4fc75b72b40125a16 · 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 — 1 probes ●evidence ↓
Q2What is it?action ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness B · 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 (1 shown, 2026-09-06 → 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 (1 events)
datetypewhat changed
2026-09-06outcomefirst 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
action20changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
retrieval-public14serves public factstruth-checkable against a public source — the V-ladder applies in full
generative5creates contentno answer key exists; disclosure + stability checks, never truth verdicts

Tools last seen observed

add_option_to_trip add_receipt add_saved_places_to_trip add_stops compare_options copy_trip create_trip delete_trip edit_trip explore_trips get_details get_import get_profile get_trip import_text import_video invite_to_trip list_crew list_receipts list_saved_places list_travel_tips list_trips manage_crew manage_packing manage_saved_places manage_travel_tips mark_stop_booked plan_trip post_trip_chat read_trip_chat refresh_stay_prices save_place search_activities search_places search_stays share_trip travel_extras update_profile vote_stop

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 B — usable, with rough edges.

legibility checktools passingok
name is clear & specific39/39
has a description39/39
description is substantive39/39
parameters are typed39/39
parameters are described6/396/39

39 of 39 tools graded · 39 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
1.0.0
server version dreamfare

Capabilities: 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
2026-09-06T06:11:41Zok_tools2001392025-06-18

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