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AgentWeb

REMOTE · API.AGENTWEB.LIVE

Free web search, 130M+ business records, local search, weather and travel data for AI agents.

+3 this week 74 Trust /100

Last scanned (8 hours ago)

Scores higher than 61% of remote servers

Reachable. Last reached 5 Nov 2026.

Category Search and Retrieval

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 Security80
Transport & Reachability100
Schema Quality & AI Usability71
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 3896 tokens (~105/item across 37 items; 37 tools + 0 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 Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage94
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 83% 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
  • All 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.Pass
  • An AI judge read all 38 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
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.

  • 3 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

  • 30 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 29 Oct 26 0
    • Stability: unverified → 0.03 ▲ functional
  • 28 Oct 26 71

    First indexed and scored.

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 5 Nov 2026 · Probed https://api.agentweb.live/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=agentweb.live CN=YE1,O=Let's Encrypt,C=US 20 Oct 2026 18 Jan 2027 ECDSA 256 ECDSA-SHA384 634035fd8a89435c77d2da1f7ab23cc7cc9
SANs: *.agentweb.live, agentweb.live
CN=YE1,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 5ddd70dd31f801c85c186a7a04b80afe
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 api.agentweb.live. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
live. present 4724, 36322 8, 8 Verified
agentweb.live. 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
Header Value
strict-transport-security max-age=31536000; includeSubDomains
x-content-type-options nosniff
x-frame-options DENY
referrer-policy strict-origin-when-cross-origin
permissions-policy camera=(), microphone=(), geolocation=()

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

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://api.agentweb.live/mcp Verified 200
http (plaintext) http://api.agentweb.live/mcp HTTPS enforced 308 https://api.agentweb.live/mcp
MCP tools · 37 exposed · ~3,855 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
agent_favorites ~46

Get this agent's implicit favorites: businesses it interacted with more than once, by frequency.

NameTypeReqDescription
limitnumber–Max favorites (default: 20, max: 100)

No output schema declared.

No examples provided.

agent_history ~82

Retrieve this agent's interaction history: every business it searched for, viewed, or contributed to. Persists 90 days, up to 500 interactions. Recall past lookups without re-searching.

NameTypeReqDescription
limitnumber–Max entries (default: 50, max: 500)
offsetnumber–Skip N entries (default: 0)

No output schema declared.

No examples provided.

agent_profile ~31

Get this agent's identity and stats: API key info, tier, contribution count, request totals, remembered interactions.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

agentweb_capabilities ~44

Get the machine-readable description of the entire AgentWeb API: every endpoint, tool, data source, and current live counts. Use to discover what AgentWeb can do.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

agentweb_get_short ~101

Fetch a business in the AgentWeb compact shorthand format (~320 bytes vs 3-5 KB). Single-letter keys (n=name, p=phone, e=email, w=website, h=hours, g=[lat,lng]…). ~80% fewer tokens. Use when you just need contact info. Schema: https://api.agentweb.live/v1/schema/short

NameTypeReqDescription
idstringyesThe unique business ID from AgentWeb

No output schema declared.

No examples provided.

agentweb_health ~26

Check the health status of the AgentWeb API, including total businesses and countries available.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

agentweb_leaderboard ~50

Get the public leaderboard of top contributing AI agents (most creates, enrichments, reports).

NameTypeReqDescription
limitnumber–Number of top contributors (default: 10, max: 50)

No output schema declared.

No examples provided.

batch_get_businesses ~87

Fetch up to 50 businesses in a single call by IDs or slugs. Saves N round-trips. Supports prose (markdown), JSON, and shorthand formats.

NameTypeReqDescription
formatstring–'text' (default) markdown; 'json' structured; 'short' compact shorthand.
idsstringyesComma-separated business IDs or slugs (max 50)

No output schema declared.

No examples provided.

contribute_business ~248

Contribute a new business to AgentWeb, OR enrich an existing one with missing data (phone, email, website, hours, address). Deduplicates automatically: same name within 100m, or a matching phone, merges into the existing record. Use whenever you find structured business data AgentWeb doesn't have yet.

NameTypeReqDescription
addressobject–Address fields: { street, city, postcode, country, full }
categorystring–Business category, e.g. 'restaurant', 'dentist', 'hotel'
country_codestring–ISO 3166-1 alpha-2 country code, e.g. 'US', 'DE'
emailstring–Business email address
hoursobject–Opening hours (e.g. { monday: '09:00-17:00', ... })
latnumber–Latitude (recommended for accurate dedup)
lngnumber–Longitude (recommended for accurate dedup)
namestringyesBusiness name (required, min 2 chars)
phonestring–Phone number (any format; will be cleaned)
websitestring–Business website URL

No output schema declared.

No examples provided.

currency_convert ~82

Convert between currencies using live ECB exchange rates. 30+ currencies. Returns converted amount and rate. ~0.5s.

NameTypeReqDescription
amountnumberyesAmount to convert
fromstringyesSource currency code (e.g. 'USD', 'EUR')
tostringyesTarget currency code (e.g. 'EUR', 'JPY')

No output schema declared.

No examples provided.

evidence_get ~42

Retrieve an exact evidence passage and its immutable capture metadata. Evidence is scoped to this application's user/workspace and retained for seven days.

NameTypeReqDescription
evidence_idstringyes–

No output schema declared.

No examples provided.

execute_recipe ~117

Execute a public recipe discovered with list_recipes. Pass its exact domain, recipe_name and named params. Covers all public recipes, including those without a dedicated tool. Upstream errors are returned as tool errors. Authentication follows the selected recipe.

NameTypeReqDescription
domainstringyesCatalog key, e.g. news, holidays, wikipedia.org or amazon.com
paramsobjectyesNamed parameters from list_recipes. Do not include authentication credentials.
recipe_namestringyesRecipe name, e.g. search, list or search_products

No output schema declared.

No examples provided.

flixbus_search ~128

Search FlixBus bus and train routes between cities in Europe. Returns prices, times, duration, transfers, booking links. ~1s.

NameTypeReqDescription
adultsnumber–Passengers (default: 1)
datestringyesTravel date YYYY-MM-DD
fromstringyesOrigin city (e.g. 'Copenhagen', 'Berlin')
limitnumber–Max results (default: 10)
sortstring–Sort (default: cheapest)
tostringyesDestination city (e.g. 'Berlin', 'Rome')

No output schema declared.

No examples provided.

get_business ~113

Fetch a single business by slug or UUID. Returns markdown prose by default (~60% fewer tokens than JSON). Slugs look like 'noma-copenhagen-abc12345'. Use when you already have an identifier from a previous search. Set format='json' for structured data.

NameTypeReqDescription
formatstring–'text' (default) markdown prose; 'json' structured JSON.
idstringyesBusiness slug (e.g. 'noma-copenhagen-abc12345') or UUID. Slugs preferred.

No output schema declared.

No examples provided.

kiwi_search_flights ~154

Search flights on Kiwi.com: aggregates all airlines, often cheaper than airline sites. Returns prices, airlines, times, stops, duration, booking links. ~1.5s.

NameTypeReqDescription
adultsnumber–Adult passengers (default: 1)
cabinstring–Cabin class (default: ECONOMY)
departstringyesDeparture date YYYY-MM-DD
fromstringyesOrigin airport IATA code
limitnumber–Max results (default: 10)
returnstring–Return date YYYY-MM-DD (omit for one-way)
sortstring–Sort (default: price)
tostringyesDestination airport IATA code

No output schema declared.

No examples provided.

list_recipes ~47

Discover every public recipe and its parameters, authentication and cache policy. Includes news, holidays, Wikipedia, Amazon products and provider-specific travel. A listed recipe is not a guarantee of upstream availability.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

local_search ~156

Search local businesses from external sources; availability and freshness vary. Returns name, star rating, review count, phone, today's opening hours, website, full address, category, and geo coordinates for each result. Use when you need CURRENT info (today's hours, latest ratings) or when search_businesses doesn't have the business yet. Use for location-based business queries. Results may be cached.

NameTypeReqDescription
limitnumber–Maximum number of results (default: 15)
locationstring–City, area, or 'near me': e.g. 'Copenhagen', 'Shibuya Tokyo'
querystringyesWhat to look for, e.g. 'coffee shops', 'dentist', 'thai restaurant'

No output schema declared.

No examples provided.

report_business ~104

Report a business as closed, having wrong info, or being spam. Three or more 'closed' reports automatically lower its confidence score. Use when you discover a business is permanently closed, has wrong phone/address/hours, is spam, or is a duplicate.

NameTypeReqDescription
business_idstringyesThe unique business ID from AgentWeb (required)
detailsstring–Optional free-text explanation, max 500 chars
report_typestringyesType of issue

No output schema declared.

No examples provided.

research_cancel ~40

Request cancellation of an accepted research execution. In-flight usage can remain pending; retrying cancellation does not start new work.

NameTypeReqDescription
request_idstringyes–

No output schema declared.

No examples provided.

research_status ~30

Get the status, evidence and usage receipt of an accepted research request.

NameTypeReqDescription
request_idstringyes–

No output schema declared.

No examples provided.

search_attractions ~124

Search real-time attractions, tours, and activities on booking.com via AgentWeb. Returns name, price, description, rating, duration, free-cancellation, discounts, booking links. ~2s.

NameTypeReqDescription
datestringyesDate YYYY-MM-DD
destinationstringyesCity name (e.g. 'Rome', 'Tokyo', 'Barcelona')
end_datestring–End date YYYY-MM-DD (defaults to date)
limitnumber–Max results (default: 15)
sortstring–Sort (default: popular)

No output schema declared.

No examples provided.

search_businesses ~327

Search the AgentWeb global business directory. Use agentweb_health for current counts. If a business is not in the database yet, AgentWeb tries to discover it from the web in real time (~3s) and saves it. Returns markdown prose by default. Supports text search (q), category, city/country, and geographic search (lat+lng+radius_km). ONE CALL RETURNS EVERYTHING: name, phone, email, hours, website, address, geo, trust score. Use format='json' for structured JSON.

NameTypeReqDescription
categorystring–Business category filter (e.g., 'restaurant', 'hotel', 'pharmacy')
citystring–City name for location filter
countrystring–Country code (ISO 3166-1 alpha-2, e.g., 'US', 'GB', 'DK')
cursorstring–Pagination cursor from a previous response's meta.next_cursor
formatstring–Response format. 'text' (default) returns markdown prose; 'json' returns structured JSON.
latnumber–Latitude for geographic search (requires lng and radius_km)
limitnumber–Maximum number of results (default: 10, max: 100)
lngnumber–Longitude for geographic search (requires lat and radius_km)
qstring–Text search query, e.g. 'noma', 'thai restaurant', 'dentist near me'
radius_kmnumber–Search radius in kilometers (used with lat/lng)

No output schema declared.

No examples provided.

search_cars ~213

Search real-time car rental availability and prices on booking.com via AgentWeb. Returns vehicle, supplier (Avis, Hertz, Sixt…), price, transmission, doors, mileage, pickup location, booking links. Works with any airport IATA code. ~1s.

NameTypeReqDescription
driver_agenumber–Driver age (default: 30)
dropoffstring–Drop-off location if different from pickup
dropoff_datestringyesDrop-off date YYYY-MM-DD
dropoff_timestring–Drop-off time HH:MM (default: 10:00)
limitnumber–Max results (default: 15)
locationstringyesPickup: airport IATA code or city name
pickup_datestringyesPickup date YYYY-MM-DD
pickup_timestring–Pickup time HH:MM (default: 10:00)
sortstring–Sort by price
transmissionstring–Filter by transmission type

No output schema declared.

No examples provided.

search_flights ~182

Search flights across multiple sources (booking.com + kiwi.com) and return the cheapest. Returns airlines, prices, times, stops, duration, source, and booking links. ~3s.

NameTypeReqDescription
adultsnumber–Adult passengers (default: 2)
cabinstring–Cabin class (default: ECONOMY)
departstringyesDeparture date YYYY-MM-DD
fromstringyesOrigin airport IATA code (e.g. 'CPH', 'JFK', 'LHR')
limitnumber–Max results (default: 10)
returnstring–Return date YYYY-MM-DD (omit for one-way)
sortstring–Sort order
tostringyesDestination airport IATA code (e.g. 'FCO', 'CDG', 'NRT')

No output schema declared.

No examples provided.

search_hotels ~143

Search hotels across multiple sources (booking.com + kiwi.com) and return the cheapest. Returns name, price, stars, rating, reviews, source, booking links. ~2s.

NameTypeReqDescription
adultsnumber–Adult guests (default: 2)
checkinstringyesCheck-in date YYYY-MM-DD
checkoutstringyesCheck-out date YYYY-MM-DD
destinationstringyesCity or destination (e.g. 'Rome', 'Tokyo')
limitnumber–Max results (default: 10)
max_pricenumber–Maximum price per night filter
sortstring–Sort by price

No output schema declared.

No examples provided.

suggest ~118

Autocomplete / type-ahead for business names, cities, or categories. Use to disambiguate user input before searching. Returns up to 15 suggestions by relevance. Fast (<20ms).

NameTypeReqDescription
countrystring–Optional ISO country code to narrow suggestions
limitnumber–Max suggestions (default: 10, max: 15)
qstringyesQuery prefix, min 2 characters (e.g. 'nom', 'copenh')
typestring–What to autocomplete (default: 'business').

No output schema declared.

No examples provided.

time_convert ~135

Convert a local date/time between IANA zones, supported cities or countries. Rejects nonexistent clock-change times. Repeated local times require fold=0/1 or an explicit UTC offset. HH:MM uses today's date in the source zone.

NameTypeReqDescription
foldinteger–First (0) or second (1) occurrence during a backward clock change.
fromstringyesSource IANA timezone, supported city or country.
timestring–ISO datetime, YYYY-MM-DD HH:MM, HH:MM or now (default).
tostringyesDestination IANA timezone, supported city or country.

No output schema declared.

No examples provided.

time_now ~128

Get the current date and time in a country (e.g. Denmark), supported city, or IANA timezone. Returns UTC offset, DST, Unix timestamp and timezone-data version. Fresh every call. Countries with multiple zones return choices; select one and retry. Use this for 'What time is it in Denmark right now?'.

NameTypeReqDescription
locationstring–Country name/code or supported city, e.g. Denmark, DK, Tokyo. Use either location or timezone.
timezonestring–IANA timezone, e.g. Europe/Copenhagen. Defaults to UTC if neither field is supplied.

No output schema declared.

No examples provided.

trending_businesses ~59

Get the most searched/popular businesses on AgentWeb right now (last 24h or all time).

NameTypeReqDescription
limitinteger–Max results (default: 10)
periodstring–Time period (default: '24h').

No output schema declared.

No examples provided.

watch_cancel ~34

Cancel a watch and its queued callback deliveries. An already in-flight delivery may still arrive.

NameTypeReqDescription
watch_idstringyes–

No output schema declared.

No examples provided.

watch_create ~164

Create an expiring, resource-limited watch for URL text changes, text appearance or an unambiguous structured product price. Baselines are silent by default. An optional webhook receives signed changes; without it, poll watch_events.

NameTypeReqDescription
currency–––
expires_in_secondsinteger––
idempotency_keystring–Reuse for a retry of exactly the same operation/input.
interval_secondsinteger––
kindstringyes–
max_checksinteger––
max_pagesinteger––
max_unitsinteger––
notify_initialboolean––
price–––
query–––
termsarray––
url–––
webhook_url–––

No output schema declared.

No examples provided.

watch_events ~46

Read detected changes, supporting evidence and delivery status for a watch in the current scope.

NameTypeReqDescription
afterstring–next_cursor from the previous page
watch_idstringyes–

No output schema declared.

No examples provided.

watch_list ~20

List change watches in the current application/user/workspace scope.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

weather_forecast ~104

Get weather forecast for any city worldwide. Returns current conditions plus daily forecast up to 14 days (high/low, rain chance, UV, sunrise/sunset, packing advisories). ~1s.

NameTypeReqDescription
citystringyesCity name (e.g. 'Rome', 'Tokyo', 'New York')
daysnumber–Forecast days (1-14, default: 3)
unitsstring–Temperature unit (default: celsius)

No output schema declared.

No examples provided.

web_fetch ~59

Page fetch. Fetches a public URL and returns its cleaned text content (title + body) ready to read.

NameTypeReqDescription
max_charsnumber–Truncate content (default 8000)
urlstringyesThe page URL to fetch

No output schema declared.

No examples provided.

web_research ~154

Web search PLUS the cleaned text of the top pages in one call (pages are fetched in parallel). Prefer this over web_search + web_fetch whenever you need to read the results, not just list them.

NameTypeReqDescription
entitystring–Explicit entity for official_website candidate identification; ownership is not verified.
idempotency_keystring–Reuse for a retry of exactly the same operation/input.
intentstring––
max_charsinteger–Characters per page (default 2500)
max_duration_msinteger––
max_unitsinteger––
numinteger–Pages to read (default 3)
qstringyesSearch query

No output schema declared.

No examples provided.

web_search ~117

General web search. mode=index searches AgentWeb's own indexed pages with a short time budget; mode=hybrid also queries external sources (the default). Returns the top web results (title, URL, snippet) for a query: general web pages, not just businesses. Use for research, finding pages, and current info. Pair with web_fetch to read a result.

NameTypeReqDescription
modestring––
numinteger–Number of results (default 10, max 20)
qstringyesSearch query

No output schema declared.

No examples provided.

Install

How do I install the AgentWeb MCP server?

AgentWeb is a hosted endpoint at https://api.agentweb.live/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 · api.agentweb.live

# add to Claude Code
claude mcp add --transport http live-agentweb-agentweb 'https://api.agentweb.live/mcp'
Common questions

What is the AgentWeb MCP server?

AgentWeb is an MCP server listed in the public MCP registry as live.agentweb/agentweb. Free web search, 130M+ business records, local search, weather and travel data for AI agents. This page covers its hosted endpoint (https://api.agentweb.live/mcp).

Is the AgentWeb MCP server safe to use?

AgentWeb scores 74 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 AgentWeb MCP server expose?

AgentWeb exposes 37 tools: search_businesses, local_search, get_business, agentweb_get_short, agentweb_health, and 32 more. Their descriptions and schemas cost roughly 3,855 tokens of context every time the server is loaded.

Does the AgentWeb MCP server require authentication?

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

Is the AgentWeb MCP server still maintained?

AgentWeb is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.