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ai.autonomad/travel

REMOTE · MCP.AUTONOMAD.AI · 2 COMPONENTS · SCANNED SEP 20

AI travel agent — book flights, hotels, activities, and events worldwide via autonomad.ai.

0 this week 82 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security74
Transport & Reachability100
Schema Quality & AI Usability77
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 1681 tokens (~186/item across 9 items; 7 tools + 2 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management86
  • Stability check failed: schema churn in the 30 days we've observed: 1 tool removals, 0 breaking changes, 0 auth/transport breaks, 0 additions. See how to fix → Fail
Tool Coverage83
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 50% of tool parameters carry a description.Partial
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 7 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the ai.autonomad/travel MCP server?

ai.autonomad/travel is a hosted endpoint at https://mcp.autonomad.ai/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · mcp.autonomad.ai

# add to Claude Code
claude mcp add --transport http ai-autonomad-travel 'https://mcp.autonomad.ai/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "ai-autonomad-travel": {
      "url": "https://mcp.autonomad.ai/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "ai-autonomad-travel": {
      "type": "http",
      "url": "https://mcp.autonomad.ai/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.ai-autonomad-travel]
url = "https://mcp.autonomad.ai/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-autonomad-travel": {
      "type": "remote",
      "url": "https://mcp.autonomad.ai/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-autonomad-travel --url 'https://mcp.autonomad.ai/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  ai-autonomad-travel:
    url: "https://mcp.autonomad.ai/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "ai-autonomad-travel": {
      "Transport": "http",
      "Url": "https://mcp.autonomad.ai/mcp"
    }
  }
}
# add to Vellum
assistant mcp add ai-autonomad-travel -t streamable-http -u 'https://mcp.autonomad.ai/mcp'
// mcp.json
{
  "mcpServers": {
    "ai-autonomad-travel": {
      "type": "http",
      "url": "https://mcp.autonomad.ai/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 12 Sept 26 0
    • Tool “create_booking_intent” rewrote its description, which is the text the model reads security
  • 10 Sept 26 −2
    • Stability: pass → fail security
    • A breaking change shipped without a version bump: still 1.4.0 security
    • Tool “search_transport” was removed security
    • Tool coverage: 45% → 50% functional
  • 9 Sept 26 +1

    No change was recorded against any check on this day. Schema Quality & AI Usability went from 74 to 76.

  • 26 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 25 Aug 26 +1
    • Stability: 0.97 → pass security
  • 23 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

  • 11 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 31 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 20 Sept 2026 · Probed https://mcp.autonomad.ai/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=mcp.autonomad.ai CN=YE2,O=Let's Encrypt,C=US 5 Sept 2026 4 Dec 2026 ECDSA 256 ECDSA-SHA384 577ef10ca74a685ae3c54bae5da7c6cfd07
SANs: mcp.autonomad.ai
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of mcp.autonomad.ai. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 3799 8 Verified
autonomad.ai. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.autonomad.ai/mcp Verified 200
http (plaintext) http://mcp.autonomad.ai/mcp HTTPS enforced 301 https://mcp.autonomad.ai/mcp
MCP tools · 7 exposed · ~1,646 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
create_booking_intent ~686

Create a booking intent — returns a deep-link the user clicks to complete the booking on autonomad.ai. Signing up is free, with no trial and no subscription. ALWAYS call this instead of trying to book directly through MCP — bookings require payment + identity verification that must happen on the web. WHEN TO CALL — generate a deep-link ONLY after the user has picked something concrete: a specific flight, a specific hotel, or both (a trip). Do NOT call this for browsing or for activities/events alone. Activities and events are picked on the autonomad.ai add-ons page AFTER the user lands via the deep-link — Claude should describe them but not generate per-activity/per-event intents. INTENT TYPE GUIDE — pick exactly one: - 'flight' → user picked a flight only. offer_data = the flight offer object verbatim from search_flights, PLUS a top-level `passengers: <number>` field (the number of travelers the user originally requested — search_flights individual offers don't echo this back, so you must add it explicitly). - 'hotel' → user picked a hotel only. offer_data = the hotel offer from search_hotels PLUS top-level `check_in` and `check_out` (YYYY-MM-DD) as STRINGS. CRITICAL: search_hotels does NOT echo dates back inside the offer object — you MUST add them yourself (use the same dates you passed to search_hotels) or the booking page will fall back to an empty form and the user will have to re-enter everything. Also include `adults: <number>` and `rooms: <number>`. - 'trip' → user picked BOTH a flight AND a hotel together for the same trip. Pack them in offer_data as { flight: { ...offer, passengers: <n> }, hotel: { ...offer, adults: <n>, rooms: <n>, check_in, check_out } }. ONE deep-link covers both. Don't generate two separate intents (flight + hotel) for the same trip — that produces two deep-links and a confusing user experience. For activities, events, and experience browsing: describe what's available in your reply, but do NOT call create_booking_intent. Tell…

NameTypeReqDescription
expires_minutesnumber
intent_typestringyes
offer_dataobjectyes

No output schema declared.

No examples provided.

get_capabilities ~51

Return the server's version, mode (human vs autonomous-agent), API base, and the list of currently-exposed tools. Useful for the LLM to confirm tool-schema compatibility before issuing a sequence of calls.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

search_activities ~137

Search tours, experiences, attractions, sightseeing, and things to do via Viator (200K+ activities worldwide). Filter by city, date range, and category (food tours, walking tours, museums, snorkeling, sailing, hiking, sunset cruises, cooking classes, day trips, etc.). Returns activities with photos, ratings, durations, and per-person pricing. Use this when the user wants to plan day activities, find tours, book experiences, fill a trip itinerary, or pick attractions.

NameTypeReqDescription
categorystring
citystringyes
date_fromstringyes
date_tostring

No output schema declared.

No examples provided.

search_dining ~145

Search restaurants and dining options by city, date, time, cuisine, party size, neighborhood, and price range. PLANNING ONLY — this returns restaurant details and indicative availability; Autonomad does not place reservations, and the user completes any booking with the restaurant directly. Use this when the user wants to find, compare, or shortlist somewhere to eat on a trip.

NameTypeReqDescription
citystringyes
cuisinestring
datestringyesYYYY-MM-DD
neighborhoodstring
party_sizenumber
price_rangestring
timestringHH:MM in 24h

No output schema declared.

No examples provided.

search_events ~131

Search live events, concerts, sports games, theater, comedy, and shows in a city (Ticketmaster + SeatGeek catalog). Filter by city, date range, category (music / sports / arts / theater / family / comedy), and keyword (artist name, team name, show title). Use this when the user wants tickets to a concert, a sports game, a Broadway show, or any live event during their trip.

NameTypeReqDescription
categorystring
citystringyes
date_fromstringyes
date_tostring
keywordstring

No output schema declared.

No examples provided.

search_flights ~243

Search airline flights / airfares between two cities by date, cabin class (economy / premium economy / business / first), and number of passengers. Returns available flights from 800+ airlines (Duffel) with real-time pricing, schedules, and stops. Uses IATA airport codes (e.g., MIA, JFK, LAX, LHR). Use this when the user wants to book a flight, fly somewhere, find airfare, or compare airlines.

NameTypeReqDescription
cabin_classstringCabin class (default: economy)
departure_datestringyesDeparture date (YYYY-MM-DD)
destinationstringyesIATA destination airport code
max_price_usdnumberMaximum total price in USD
nonstop_onlybooleanOnly show nonstop flights (default: false)
originstringyesIATA origin airport code (e.g., 'MIA', 'JFK', 'LAX')
passengersnumberNumber of passengers (1-9, default: 1)
return_datestringReturn date for round-trip (YYYY-MM-DD). Omit for one-way.

No output schema declared.

No examples provided.

search_hotels ~253

Search hotels, lodging, accommodations, resorts, and places to stay for a trip. Filter by city, country, check-in/check-out dates, room type, nightly price, star rating, and amenities (pool, gym, wifi, etc.). Returns matching properties with rates, photos, and availability across 2M+ properties (LiteAPI). Use this when the user wants to book a hotel, find a place to stay, compare lodging options, or pick a resort.

NameTypeReqDescription
amenitiesarrayRequired amenities (wifi, gym, pool, spa, restaurant, etc.)
brandstringHotel brand name to filter by
check_instringyesCheck-in date (YYYY-MM-DD)
check_outstringyesCheck-out date (YYYY-MM-DD)
citystringCity name (e.g., 'New York', 'Tokyo')
countrystringISO 3166-1 alpha-2 country code (e.g., 'US', 'JP')
max_rate_usdnumberMaximum nightly rate in USD
min_star_ratingnumberMinimum star rating (1-5)
room_typestring

No output schema declared.

No examples provided.

Common questions

What is the ai.autonomad/travel MCP server?

ai.autonomad/travel is an MCP server listed in the public MCP registry as ai.autonomad/travel. AI travel agent, book flights, hotels, activities, and events worldwide via autonomad.ai. This page covers its hosted endpoint (https://mcp.autonomad.ai/mcp).

Is the ai.autonomad/travel MCP server safe to use?

ai.autonomad/travel scores 82 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the ai.autonomad/travel MCP server expose?

ai.autonomad/travel exposes 7 tools: search_hotels, search_flights, search_dining, search_activities, search_events, and 2 more. Their descriptions and schemas cost roughly 1,646 tokens of context every time the server is loaded.

Does the ai.autonomad/travel MCP server require authentication?

No. We connected to ai.autonomad/travel without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the ai.autonomad/travel MCP server still maintained?

ai.autonomad/travel is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.