MCP servers › ai.surfingdog › search
MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23
ai.surfingdog/search
Find businesses an AI agent can message, book or buy from, and check what an agent can do on a site. — the publisher's description
Summary
ai.surfingdog/search is a remote MCP server listed in the official MCP registry at version 1.0.0. On 2026-10-23 ProtocolProbe connected to it in read-only mode and read its inventory: 14 tools, 0 resources and 0 prompts.
Record checks
1 of 2 record checks met · 7 do not apply
- met: Registry entry is active and says how to run it
- not met: Source repository link opens
- not applicable: Repository is not archived
- not applicable: Code pushed to the repository in the 90 days before our check
- not applicable: Repository publishes a security policy (SECURITY.md)
- not applicable: Package names its licence with a standard (SPDX) identifier
- not applicable: The version the registry lists can be installed and is not withdrawn
- not applicable: npm package carries build provenance (attestation)
- not applicable: No known critical or high advisory in the package or its dependencies
- Not ranked by downloads: a remote server publishes no download figure
- Not ranked by stars: no public GitHub repository
From public records, not a safety rating. Each check with its reason · Is it safe to install?
Key facts
- Runs
- remote (hosted by the publisher)
- Transport
- streamable HTTP
- Sign-in
- none needed to open a session
- Tools
- 14
- Described as changing data
- 6 of 14 toolsAI-classified
- Mainly works on
- accounts and data in outside web servicesAI-classified
- Topic
- search-and-web-dataAI-classified
- Last tested
- 2026-10-23
Observed fact
This server accepted a session without any credential and lists 1 tool whose name or declaration suggests it changes data (update_business). That is our reading of the names; we did not call it. Source: our connection, 2026-10-23.
Worth knowing before you connect it
- 6 tools are described as changing something (report_door, ask_business, request_quote, …): our AI model's reading of the descriptions, not something we tested, and the server opened a session without any credential. We did not call them.
Each line comes from a section below, with its source and date.
How fresh this is
- Live-tested
- yes, a real session (not a text-only review)
- Last tested
- 2026-10-23
- Mode
- read-only (no tool calls)
- Latest version
- 1.0.0, published 2026-10-13 (registry, as of the 2026-10-23 snapshot)
- First listed version
- 2026-10-13 (earliest version still in the registry; older removed versions would be earlier)
- Registry data
- snapshot 2026-10-23
- Package and repository
- checked 2026-10-22
- Engine
- mcp-runtime-engine@0.1.0 · sdk@1.32.0
Changes since the last refresh
New in the registry: not in the list of 2026-10-04, listed on 2026-10-23 with version 1.0.0 (published 2026-10-13).
Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.
What it is
What does this server offer?
Observed inventoryWhat it mainly works on, as our AI model read its tool descriptions: accounts and data in outside web services.
6 of 14 tools are described as changing something (creating, editing, deleting, sending or running). For 1 the reading was uncertain, so no mark is shown.
“Find businesses in the directory by what they do (query, category: a group or a place category), where (near, country), the language they speak, whether they are open now, their attributes (list_attr…”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
18 inputs
querystring“A few words about what the business does or where, like "florist" or "coffee singapore".”nearobject“Only businesses within radius_km of this point, each with its distance.”categorystring“A slug from list_categories, like hair-beauty, or a place category id like hair_salon, with every category below it.”item_typestring“Only businesses whose inbox takes this.”languagestring“Only businesses that speak this language, as a tag like pt or en; pt also finds pt-br.”open_nowboolean“true: only businesses open right now by the hours they published.”limitinteger“How many to return: 10 when left out.”cursorstring“next_cursor from the previous answer, for the next page of the same search.”attributesarray“Keys from list_attributes, like "delivery" or "walk_ins", or key=value for one with values; every one must hold.”countrystring“A country code like PT or BR: a business located there, serving it or shipping there.”price_bandstring“1 (cheapest) to 4, as "2" or a range "1-2".”acceptsarray“What its live doors take and what it accepts as payment, all of them: ask, quote, book, order, pay, or a payment from list_attributes like card or pix.”requestablestring“A live door that declared it answers this kind.”door_typearray“A live door of any of these types: inbox, mcp, a2a, openapi, api, ucp, acp, nlweb, other, "platform" for any platform, or platform:<name>.”levelstring“At this readiness level or above: askable (an AI can ask), bookable (a door takes bookings), orderable (a door takes orders), payable.”has_inboxboolean“true: with an inbox door; false: without one.”sourcearray“member (through its inbox), registered (by the business), found (by this network on the business's own website); any of them.”orderstring“rank: the published order (the default); nearest: by distance, and it needs near.”
“One business's full listing, by its domain: its address (a town and country for one this network found), the week's opening hours and closures, its doors and what each takes, its services, its standi…”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input, 1 required
domainstringrequired“The business's domain, like ana-salon.example, as search_businesses gave it.”
“Checks what an AI agent can do with a business's website: message, book, order, sign up, pay, change or cancel.”
Publisher declares: read-only no · destructive no · idempotent yes · open-world yes
2 inputs, 1 required
urlstringrequired“The business's website, as a URL or a bare domain like salon.example.”freshboolean“Read the site again rather than answer the stored result: for a business that just changed its site.”
- report_doorcreates or changes datadescribed as changing data
“Records how a business's door went (its inbox, MCP, A2A or API) when you used one: it answered (ok), refused (slot_taken, out_of_stock…), the request was your own fault (invalid), it failed (could no…”
Publisher declares: read-only no · destructive no · idempotent yes · open-world yes
2 inputs, 2 required
vnumberrequiredreportsarrayrequired
“Sends your person's question to a business's own inbox, as a message.”
Publisher declares: read-only no · destructive no · idempotent yes · open-world yes
6 inputs, 4 required
domainstringrequired“The business's domain, as search_businesses or get_business gave it, like bikes.example.”messagestringrequired“What your person wants to ask, in their words.”subjectstring“A few words the business sees first.”contactobjectrequired“Where the business can answer.”consentbooleanrequired“true only when your person agreed to give this business their email address for its answer.”languagestring“The language your person wants the answer in, as a tag like en, pt or pt-BR.”
“Asks a business for a price, in its own inbox, for something your person describes.”
Publisher declares: read-only no · destructive no · idempotent yes · open-world yes
8 inputs, 5 required
domainstringrequired“The business's domain, as search_businesses or get_business gave it, like bikes.example.”whatstringrequired“What the quote is for, in a few words: Wheel rebuild, Kitchen tiling.”detailsstringrequired“What the business needs to know to give a price.”quantityinteger“How many, when it is a number of things.”needed_bystring“The date your person needs it by, as YYYY-MM-DD.”contactobjectrequired“Where the business can answer.”consentbooleanrequired“true only when your person agreed to give this business their email address for its answer.”languagestring“The language your person wants the answer in, as a tag like en, pt or pt-BR.”
“Without start: the business's free times for one of its services, read from its own inbox; nothing is sent.”
Publisher declares: read-only no · destructive no · idempotent yes · open-world yes
10 inputs, 2 required
domainstringrequired“The business's domain, as search_businesses or get_business gave it, like bikes.example.”servicestringrequired“The service's name, as get_business lists it, or its id from this tool's answer.”startstring“When your person wants it to start, from this tool's free times.”fromstring“Without start: the first day to show free times for (today when left out).”party_sizeinteger“How many people it is for, when that matters.”notesstring“Anything the business should know.”terms_shastring“The confirm.terms_sha of the last answer, sent only after your person said yes to its summary.”contactobject“Needed with start: where the business can answer.”consentboolean“Needed with start: true only when your person agreed to give this business their email address.”languagestring“The language your person wants the answer in, as a tag like en, pt or pt-BR.”
“The categories list: every slug with its English and Portuguese labels and its kind (local_and_retail, or software_and_ai for software, API and AI companies, kept apart).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
“The attributes a search may ask for (delivery, walk_ins, wifi…), each with its labels, and the payments accepts takes.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
“Monthly counts of what AI agents can do at the websites this network checked: how many an agent can message, book, order from or pay, through which doors, by country, kind of business (group), websit…”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
3 inputs
editionstring“The month, YYYY-MM.”scopestring“all (the default), country, group (kind of business), platform, source (where the sites came from) or city.”keystring“One key of the scope: a country code (GB), a group slug, a platform slug, a source, or a city slug (madrid).”
- register_businesscreates or changes datadescribed as changing data
“For a business's own AI: put the business in this directory with its doors (MCP, A2A, OpenAPI, an API, UCP, ACP, a platform's door) and its facts: name, what it is (a category of list_categories or a…”
Publisher declares: read-only no · destructive no · idempotent no · open-world yes
18 inputs, 7 required
domainstringrequired“The business's own website domain.”namestringrequired“As the business writes it.”categoryobjectrequired“What the business is: one category, and at most two more.”descriptionstringrequired“One line on what it does; the first line is at most 160.”whereobjectrequired“A storefront needs an address or geo, a service area its radius or countries, online its ships_to.”languagesarrayrequired“Language tags, like pt or fr-CA.”doorsarraywant_inboxbooleanhoursobject“As a profile's hours: {"timezone": "Europe/Paris", "weekly": {"tue": [["09:00", "19:00"]]}}.”currenciesarray“ISO 4217.”price_bandinteger“1 (cheapest) to 4.”attributesobject“Keys of list_attributes.”payarray“Payment tokens of list_attributes.”alternate_namesarray“Other names the business goes by; a name longer than the network keeps is dropped (the reference network keeps 60 characters and 4 words at most).”localestring“The language to answer in.”agreebooleanrequired“The business agrees to be listed by the network's published rules (GET /v1/ranking) and listing terms.”proofobjectclaim_tokenstring“Given by a successful register_business: proof again for 90 days, for this listing only.”
- update_businesscreates or changes datadescribed as changing data
“For a business's own AI: correct its listing (set any field register_business takes), add or remove doors, turn the listing off or on, or hide its agentic score result (score_page), with its claim_to…”
Publisher declares: read-only no · destructive yes · idempotent no · open-world yes
8 inputs, 1 required
domainstringrequiredclaim_tokenstring“Given by a successful register_business: proof again for 90 days, for this listing only.”proofobjectsetobject“Any field register_business takes, but domain.”doorsobjectlistingstring“off hides it from search and keeps it in the index.”score_pagestring“hidden takes the business's agentic score result page out of view, its ranks and leaderboards included; shown brings it back.”opt_outobject“Stops the listing (list), the crawl (crawl) or both (all).”
Show 2 more tools
- start_inbox
“For a business's own AI: the link where the business's owner sets up their own agent inbox, hosted by Surfing Dog, at inbox.<domain>.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input, 1 required
domainstringrequired“The business's own domain, like salon.example (a URL is read as its domain).”
“Checks whether AI agents are led from the business's website and DNS to its agent inbox, and whether the inbox answers at inbox.<domain> (or the host given): for a business's own AI.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs, 1 required
domainstringrequired“The business's own domain, like salon.example (a URL is read as its domain).”hoststring“Where the inbox answers, when not inbox.<domain>: the domain itself or a name under it.”targetstring“The CNAME target the host must point to, when known (a hosted inbox's Connect page shows it).”
Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.
How well are its tools described?
Features #4 and #5
How clearly this server's own tool descriptions say what a tool does, and how consistent its tool list is. The first part is an AI model's yes/no reading of each description; the second part is counted. We do not turn it into a grade.
Descriptions
AI reading of each description
- Says what the tool does
- 100% of 14 tools
- Says what it returns
- 100% of 8 tools
- States limits, defaults or errors
- 60% of 5 tools
- Says when to use it
- 100% of 9 tools
- Items covered per tool
- 3.8 of 4 on average
Counted from the listing
- Parameters with a description
- 90% of 80
- Tools with a description
- 100% of 14
- Typical description length
- 733 characters
The tool set
Counted from the listing
- Tools
- 14
- Size of the list
- about 40,913 tokens for an agent to load (characters ÷ 4)
- Naming
- 14 of 14 names use snake_case
AI reading: easy to mix up
No pair found.
The AI items cover 14 of 14 tools: for a tool where two differently worded runs disagreed, that item is left out. They were not checked by hand, and no tool was called. “Easy to mix up” means two tools whose names or descriptions overlap without saying how they differ; the AI found none. We do not rate whether the tool set is complete or whether side effects are spelled out, because our AI reading of those was not reliable enough.
How do I add it to my client?
Config from the registry entry
From the remote endpoint (Streamable HTTP)
We connected to this URL on 2026-10-23 (a read-only session: no tool was called).
Add to CursorAn install link in the format Cursor documents, holding the Cursor config below.
Claude Desktop or claude.ai
Settings → Connectors → Add custom connector, then paste: https://surfingdog.ai/mcp
Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json
{
"mcpServers": {
"search": {
"url": "https://surfingdog.ai/mcp"
}
}
}VS Code · .vscode/mcp.json
{
"servers": {
"search": {
"type": "http",
"url": "https://surfingdog.ai/mcp"
}
}
}VS Code (command line) · Bash or zsh terminal (macOS, Linux)
code --add-mcp '{"name":"search","type":"http","url":"https://surfingdog.ai/mcp"}'Claude Code
claude mcp add --transport http search https://surfingdog.ai/mcp
Try it in the MCP Inspector · runs on your machine, opens in your browser · Node 22.19+
npx @modelcontextprotocol/inspector@2.11.0 --server-url https://surfingdog.ai/mcp --transport http
- The server runs on the operator's infrastructure; it may ask you to sign in when you first connect.
- The MCP Inspector lists the server's tools, resources and prompts; a tool you call there runs for real.
Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.
Does the registry listing match what we found?
Feature #6The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.
| Registry says | We found | Result | Source · date |
|---|---|---|---|
| Remote endpoint surfingdog.ai/mcp | Session opened | matches | our test · 2026-10-23 |
| No credential declared as required | Opened a session without any credential | matches | our test · 2026-10-23 |
Choosing
Record checks
Public records · not a safety rating1 of 2 record checks met · 7 do not apply
- Not ranked by downloads: a remote server publishes no download figure
- Not ranked by stars: no public GitHub repository
- MetRegistry entry is active and says how to run itActive, with a package or a remote address.
- Not metSource repository link opensThe registry entry gives no repository link.
- Does not applyRepository is not archivedNo public GitHub repository to read.
- Does not applyCode pushed to the repository in the 90 days before our checkNo public GitHub repository to read.
- Does not applyRepository publishes a security policy (SECURITY.md)No public GitHub repository to read.
- Does not applyPackage names its licence with a standard (SPDX) identifierRemote server: it ships no package.
- Does not applyThe version the registry lists can be installed and is not withdrawnRemote server: it ships no package.
- Does not applynpm package carries build provenance (attestation)Remote server: it ships no package.
- Does not applyNo known critical or high advisory in the package or its dependenciesRemote server: it ships no package.
Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-22. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards
Common questions about ai.surfingdog/search
Answered from the data aboveIs ai.surfingdog/search safe to install?
We do not rate servers as safe or unsafe. 1 of its 2 applicable record checks are met (facts from public records, each listed on this page). What the records show: 6 of its tools describe changing data (our AI model's reading of the descriptions). These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.
Does ai.surfingdog/search need an API key or sign-in?
It opened a session without any credential on 2026-10-23. The registry entry declares no required credential; no declaration is not a guarantee.
Has ai.surfingdog/search been security tested?
Partly. 2 of the 14 checks that apply to it were exercised. It accepted a session without any credential and lists tools whose names suggest they change data. We did not call them. No security verdict is published before verification.
What can ai.surfingdog/search do?
It lists 14 tools. In our AI model's reading of their descriptions (two runs had to agree, nobody checked it by hand), they include tools that read or search, create or change data and send messages. We did not call any tool, so this describes the text, not the behaviour.
Can ai.surfingdog/search change or delete data?
6 of its tools say in their description that they create, edit, delete, send or run something (our AI model's reading). We did not call any tool, so we cannot say what actually happens.
Found this page useful?
Anonymous · no sign-inA quick, anonymous reaction — no account, no email. One per kind from your browser. The tally updates when the page is next refreshed, and it is only a rough count, never a safety rating or a measured number of people.
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Same topic · AI-read
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- io.github.Eclipse-Cj/paper-distill-mcpPaper Distill MCPalso has tools that creates or changes data, reads or searches, sends messagescompare with this one
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- io.github.xiaoxihexiaoyu/everyinfraEveryInfraalso has tools that creates or changes data, reads or searches, sends messagescompare with this one
Active servers whose topic is also “search-and-web-data” and that have at least one tool of the same kind; most kinds in common first, then most GitHub stars. The topic and the tool kinds are an AI model's reading of the publishers' descriptions, not checked by hand. Similar is not a recommendation.
Compare with another server
Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.
Security testing
What did we test, and what did we leave out?
18 checks · features #1, #2
Open without sign-in
It accepted a session without any credential and lists tools whose names suggest they change data. We did not call them. No security score is given; a check we did not run is never counted as passed.
- Inventory: exercised
- Hidden instructions: exercised
- Real execution: not run · our policy
- Secret leak: not run · nothing to check it against
- Internal addresses: not run · our policy
- Unconfirmed changes: not run · our policy
- Bad input: not run · our policy
- Model requests: not run · nothing to check it against
- Sensitive questions: not run · nothing to check it against
- Folder boundary: not run · our policy
- Log leaks: not run · nothing to check it against
- Hidden content: not run · nothing to check it against
- Fake assistant turns: not applicable
- Token passthrough: not applicable
- Token audience: not applicable
- Sign-in redirect: not run · our policy
- Consent handling: not testable from outside
- Sign-in metadata: not applicable
2 exercised12 not run (reason given)4 not applicable
Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 2 of the 14 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.
- 1Inventory
tool-listReads the declared tools, resources and prompts.exercised - 2Hidden instructions
description-poisoningLooks for hidden instructions in tool descriptions.exercised
- 3Real execution
real-executionCalls a tool and checks what really happens.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 4Secret leak
canary-leakPlants a fake secret and checks whether it leaks.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 5Internal addresses
ssrfChecks whether a tool can be steered to internal addresses.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 6Unconfirmed changes
write-without-confirmationChecks whether tools that change data act without asking.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 7Bad input
error-handlingSends bad input and watches how the server answers.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 8Model requests
samplingChecks whether the server asks the client's model to act for it.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 9Sensitive questions
elicitation-sensitive-dataChecks whether the server asks users for sensitive data.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 10Folder boundary
root-boundaryChecks whether the server reaches outside the folders it was given.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy - 11Log leaks
logging-side-channelChecks whether log messages carry data they should not.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 12Hidden content
audience-hidingChecks resources that hide content from the user.This check needs content the server returns, and nothing was read or called.not run · nothing to check it against - 16Sign-in redirect
open-redirectChecks the sign-in redirect for abuse.Testing the sign-in redirect means sending probes to the operator's sign-in service, which we do not do.not run · our policy - 17Consent handling
confused-deputyChecks consent handling when one service acts for another.Depends on the operator's own consent screen, which differs per server and cannot be tested from outside.not testable from outside
- 13Fake assistant turns
fake-assistant-turnChecks prompts that pose as the assistant's own words.The server exposes no prompts.not applicable - 14Token passthrough
token-passthroughChecks whether the server forwards a user's token to other services.The server opened a session without sign-in, so there is no token flow to check.not applicable - 15Token audience
token-audience-validationChecks whether tokens meant for another service are accepted.The server opened a session without sign-in, so there is no token flow to check.not applicable - 18Sign-in metadata
oauth-url-schemeChecks the published sign-in metadata for unsafe URLs.No sign-in (OAuth) metadata is published, so there are no sign-in addresses to check.not applicable
Source: our own test, 2026-10-23, mcp-runtime-engine@0.1.0. Which checks count and why follows our published scoring model.
What happened during the test?
Feature #8
The steps in order, as the test record holds them.
- 0 msStarted a read-only session with the server's remote endpoint
- 1,498 msConnected after 0 redirects. No credential was sent or needed.
- Read the inventory: 14 tools, 0 resources, 0 prompts.
- 5,274 msFinished: 2 checks exercised.
Reference
How is it classified?
18 fields
One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.
“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.
Cite or correct this page
Sources and corrections
Suggested citation
ProtocolProbe. “ai.surfingdog/search: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/ai.surfingdog/search
Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.
As JSON: this record in the API · API documentation.
Badge for your README
[](https://protocolprobe.com/mcp/servers/ai.surfingdog/search)
It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.
Something wrong, or is this yours?
If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can run our checks on it yourself with the free self-test command; we call no server’s tools ourselves for anything shown here.
Write to hello@protocolprobe.com · corrections log · methodology