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MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23

com.10ml/perfume-finder

Free perfume MCP server and fragrance API: 6,000+ perfumes, note pyramids, accords, similar scents. — the publisher's description

7 of 9 record checks metRead-only · tools listed 2026-10-23Topic: commerce-and-marketing · AI-classifiedPricing: free · AI-classifiedversion 2.5.3MITstandard input/output, streamable HTTP15 tools

Summary

com.10ml/perfume-finder is a remote and local MCP server listed in the official MCP registry at version 2.5.3. On 2026-10-23 ProtocolProbe connected to it in read-only mode and read its inventory: 15 tools, 5 resources and 6 prompts.

Record checks

7 of 9 record checks met

  • met: Registry entry is active and says how to run it
  • met: Source repository link opens
  • met: Repository is not archived
  • met: Code pushed to the repository in the 90 days before our check
  • not met: Repository publishes a security policy (SECURITY.md)
  • met: Package names its licence with a standard (SPDX) identifier
  • met: The version the registry lists can be installed and is not withdrawn
  • not met: npm package carries build provenance (attestation)
  • met: No known critical or high advisory in the package or its dependencies
  • Not ranked by downloads: no download figure available
  • Not ranked by stars: 0 stars (ranked from 10)

From public records, not a safety rating. Each check with its reason · Is it safe to install?

Key facts

Runs
remote and local package
Transport
standard input/output, streamable HTTP
Sign-in
none needed to open a session
Package
npm, PyPI · listed version current
License
MIT
Dependencies
no known high or critical advisories
Repository
public
Tools
15
Described as changing data
0 of 15 toolsAI-classified
Mainly works on
nothing outside itself: it only answers questionsAI-classified
Topic
commerce-and-marketingAI-classified
Pricing
freeAI-classified
Last tested
2026-10-23

Add to your client

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
2.5.3, published 2026-10-22 (registry, as of the 2026-10-23 snapshot)
First listed version
2026-10-19 (earliest version still in the registry; older removed versions would be earlier)
Version history
17 versions listed, 2026-10-19 to 2026-10-22; 17 in the 90 days before the 2026-10-23 snapshot.
Most recent 12 versions
  • 2.5.3 · 2026-10-22
  • 2.5.1 · 2026-10-22
  • 2.5.0 · 2026-10-21
  • 2.4.0 · 2026-10-21
  • 2.3.4 · 2026-10-20
  • 2.3.3 · 2026-10-20
  • 2.3.2 · 2026-10-20
  • 2.3.1 · 2026-10-20
  • 2.3.0 · 2026-10-20
  • 2.2.0 · 2026-10-20
  • 2.1.1 · 2026-10-19
  • 2.0.3 · 2026-10-19
(versions still listed in the registry only)
Registry data
snapshot 2026-10-23
Package and repository
checked 2026-10-23
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 2.5.3 (published 2026-10-22).

Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.

What it is

What does this server offer?

Observed inventory
15tools
5resources
6prompts

What it mainly works on, as our AI model read its tool descriptions: nothing outside itself: it only answers questions.

None of its 15 tools are described as changing anything.

  • search_perfumesreads or searches

    “Search the 10ML Fragrance Index for perfumes, colognes and fragrances (eau de parfum, eau de toilette, extrait) by name, house, notes, accords, family, audience, season, occasion or style.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    15 inputs
    • querystring“Free text: a perfume name, house, notes or mood.”
    • housestring“Only perfumes from this house.”
    • notes_includearray“Every listed note must be present.”
    • notes_excludearray“None of these notes may be present.”
    • accordsarray“Accords that must be present.”
    • familystring“Fragrance family.”
    • genderstring“Audience the perfume is marketed to.”
    • seasonstring“Season the perfume suits (fall is accepted in text queries as autumn).”
    • occasionstring“Occasion the perfume suits.”
    • stylestring“A style word the scent should have.”
    • iconicboolean“true = only the editors' iconic, era-defining classics (works with every other filter, and without a query)”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • get_perfumereads or searches

    “The full Fragrance Index profile of one perfume, cologne or fragrance: house, launch year, audience, concentration, family, accords, note pyramid (top, heart and base notes), best seasons and occasio…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    4 inputs, 1 required
    • perfumestringrequired“A perfume by name, optionally with its house, e.g.”
    • housestring“House, when the name alone is ambiguous.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • compare_perfumesreads or searches

    “Compare 2 to 4 perfumes or colognes side by side: notes they share, notes only one has, accords, family, audience, launch year, longevity and projection, plus plain-language differences ('A is freshe…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    3 inputs, 1 required
    • perfumesarrayrequired“2 to 4 perfumes, each a name with optional house or an id.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • find_similar_perfumesreads or searches

    “Find perfumes and colognes that smell like one the person already likes, ranked by shared notes, accords and style, each saying exactly what it shares and how close it is (very close, similar vibe, s…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    11 inputs
    • perfumestring“A perfume by name, optionally with its house, e.g.”
    • housestring“House of the perfume when the name alone is ambiguous, e.g.”
    • notesarray“Known notes of the starting perfume, for perfumes outside the index.”
    • accordsarray“Known accords of the starting perfume.”
    • steerstring“Move away from the starting point in one direction: fresher, sweeter, darker, lighter, longer_lasting (needs a perfume in the index) or more_projection (same).”
    • genderstring“Only return perfumes for this audience (men and women include unisex)”
    • other_houses_onlyboolean“True to leave out perfumes from the same house as the starting perfume”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • find_perfume_alternativesreads or searches

    “The editors' alternatives (dupes) to a famous perfume or cologne, from other houses: for each, why it is close and how close (very close, similar vibe, same spirit), plus the 10ML guide that compares…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    6 inputs, 1 required
    • perfumestringrequired“The famous perfume to find alternatives for.”
    • housestring“House of the original when the name is ambiguous, e.g.”
    • closenessstring“Only alternatives at this closeness”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • localestring“Language of the 10ml.com links and labels.”
  • recommend_perfumesreads or searches

    “Personal perfume and cologne recommendations from taste: fragrances they love or dislike, notes they like or avoid, plus gender, season, occasion, style and family.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    13 inputs
    • likesarray“Perfumes they love, e.g.”
    • dislikesarray“Perfumes they dislike; similar ones are pushed down”
    • liked_notesarray“Notes they enjoy, e.g.”
    • avoided_notesarray“Notes to exclude entirely, e.g.”
    • genderstring“Audience the perfume is marketed to.”
    • seasonstring“Season the perfume suits (fall is accepted in text queries as autumn).”
    • occasionstring“Occasion the perfume suits.”
    • stylearray“Styles wanted, e.g.”
    • familystring“A fragrance family or word like "woody" or "citrus"”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • perfumes_by_notereads or searches

    “List the perfumes and colognes in the 10ML Fragrance Index built around a note or ingredient (vanilla, oud, bergamot, tonka bean, jasmine, patchouli, leather, sandalwood...), most prominent first, op…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    9 inputs, 1 required
    • notestringrequired“The note.”
    • positionstring“Where the note sits in the pyramid: top, heart, base or any”
    • genderstring“Audience the perfume is marketed to.”
    • seasonstring“Season the perfume suits (fall is accepted in text queries as autumn).”
    • occasionstring“Occasion the perfume suits.”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • explain_notereads or searches

    “Explain a fragrance note or perfume ingredient: what it smells like, its family and mood, where it comes from, which notes it pairs with, similar notes, famous perfumes where it leads and a link to t…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    3 inputs, 1 required
    • notestringrequired“The note.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • get_houseon 1 other serverreads or searches

    “Profile of a perfume house or fragrance brand: country, founded year, style (designer, niche, Middle Eastern, indie), what it is known for, its signature perfumes in the index and a link to explore i…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    3 inputs, 1 required
    • housestringrequired“The house.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • list_houseson 3 other serversreads or searches

    “Browse the perfume houses and fragrance brands in the 10ML Fragrance Index with country, type (designer, niche, middle-eastern, indie, celebrity), perfumes profiled and what each is known for.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    6 inputs
    • typestring“Only houses of this type”
    • countrystring“Only houses from this country, e.g.”
    • querystring“Part of a house name, e.g.”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • localestring“Language of the 10ml.com links and labels.”
  • explain_perfume_termreads or searches

    “Explain perfume vocabulary and fragrance families: concentrations (eau de cologne, eau de toilette, eau de parfum, extrait, elixir), sillage, projection, longevity, dry down, accord, top/heart/base n…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    4 inputs
    • termstring“A term or family.”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • localestring“Language of the 10ml.com links and labels.”
  • suggest_layeringreads or searches

    “Perfume and fragrance layering ideas: which notes or perfumes combine well, what the combination smells like, how to spray (order, amount) and when it suits.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    5 inputs
    • notesarray“One or two notes.”
    • perfumesarray“One or two perfumes.”
    • limitinteger“Results per page.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
Show 3 more tools
  • pick_for_occasionreads or searches

    “Perfume and cologne picks for a moment: a season, an occasion (daytime, office, casual, evening, date night, special occasion), an audience and a style, each with the reason it fits.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    8 inputs
    • seasonstring“Season the perfume suits (fall is accepted in text queries as autumn).”
    • occasionstring“Occasion the perfume suits.”
    • genderstring“Audience the perfume is marketed to.”
    • stylearray“Styles wanted, e.g.”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • find_giftreads or searches

    “Perfume and fragrance gift ideas from who the gift is for: recipient (him, her or anyone), relationship, age range, perfumes or notes they already love, style, occasion and how adventurous to be.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    12 inputs, 1 required
    • recipientstringrequired“Who the gift is for: him (men and unisex), her (women and unisex) or anyone (unisex-friendly)”
    • relationshipstring“Example: "partner", "dad", "colleague", "friend"”
    • age_rangestring“Age range of the recipient”
    • lovesarray“Perfumes they already wear or love, e.g.”
    • liked_notesarray“Notes they like, e.g.”
    • stylearray“Up to 3 style words for the scent they like, e.g.”
    • occasionstring“When they would wear it most, e.g.”
    • boldnessstring“safe: crowd-pleasing classics; adventurous: distinctive niche picks”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • response_formatstring“concise (default) or detailed (adds pyramid, seasons, occasions, longevity).”
    • localestring“Language of the 10ml.com links and labels.”
  • search_guideson 99 other serversreads or searches

    “Find 10ML's perfume and fragrance guides to read or cite: how-tos (where to spray, finding a signature scent, making perfume last), notes explained, house guides, lists, and alternatives guides that …”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    5 inputs
    • querystring“What the guide is about.”
    • typestring“how-to, list (rankings/comparisons), alternatives (dupes guides), note (a note explained), house (a house mapped)”
    • limitinteger“Results per page.”
    • cursorstring“next_cursor from the previous page.”
    • localestring“Language of the 10ml.com links and labels.”

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 15 tools
Says what it returns
100% of 15 tools
States limits, defaults or errors
100% of 10 tools
Says when to use it
100% of 15 tools
Items covered per tool
4.0 of 4 on average

Counted from the listing

Parameters with a description
100% of 107
Tools with a description
100% of 15
Typical description length
581 characters

The tool set

Counted from the listing

Tools
15
Size of the list
about 8,810 tokens for an agent to load (characters ÷ 4)
Naming
15 of 15 names use snake_case

AI reading: easy to mix up

No pair found.

The AI items cover 15 of 15 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 npm package @10ml/perfume-finder-mcp

Add to CursorAn install link in the format Cursor documents, holding the Cursor config below. The command runs the publisher’s code on your machine.

Claude Desktop · claude_desktop_config.json (Settings → Developer → Edit Config)
{
  "mcpServers": {
    "perfume-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@10ml/perfume-finder-mcp@2.5.3"
      ]
    }
  }
}
Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json
{
  "mcpServers": {
    "perfume-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@10ml/perfume-finder-mcp@2.5.3"
      ]
    }
  }
}
VS Code · .vscode/mcp.json
{
  "servers": {
    "perfume-finder": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@10ml/perfume-finder-mcp@2.5.3"
      ]
    }
  }
}
VS Code (command line) · Bash or zsh terminal (macOS, Linux)
code --add-mcp '{"name":"perfume-finder","type":"stdio","command":"npx","args":["-y","@10ml/perfume-finder-mcp@2.5.3"]}'
Claude Code
claude mcp add --transport stdio perfume-finder -- npx -y @10ml/perfume-finder-mcp@2.5.3
Try it in the MCP Inspector · runs on your machine, opens in your browser · Node 22.19+
npx @modelcontextprotocol/inspector@2.11.0 -- npx -y @10ml/perfume-finder-mcp@2.5.3
  • This runs the publisher's code on your machine (npx). Read its README first.
  • The MCP Inspector lists the server's tools, resources and prompts; a tool you call there runs for real.

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://mcp.10ml.com/mcp
Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json
{
  "mcpServers": {
    "perfume-finder": {
      "url": "https://mcp.10ml.com/mcp"
    }
  }
}
VS Code · .vscode/mcp.json
{
  "servers": {
    "perfume-finder": {
      "type": "http",
      "url": "https://mcp.10ml.com/mcp"
    }
  }
}
VS Code (command line) · Bash or zsh terminal (macOS, Linux)
code --add-mcp '{"name":"perfume-finder","type":"http","url":"https://mcp.10ml.com/mcp"}'
Claude Code
claude mcp add --transport http perfume-finder https://mcp.10ml.com/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://mcp.10ml.com/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.

Can it be installed, and is it up to date?

Version pin · advisories

Listed version

Registry lists
2.5.3
Latest stable
2.5.3
Status
current
Withdrawn
no

Source: registry.npmjs.org · 2026-10-23. About the version the registry lists; a manual install may resolve to a different one.

Dependency advisories

critical0high0moderate0low0

Counted in the full dependency tree as resolved on 2026-10-24 (npm audit; each bar counts packages with an advisory, not advisories). Bars share one scale. The package itself has no known vulnerability (OSV.dev).

Integrity, provenance, license

Integrity
sha512-hzBv1jUyGbohEamLA…
Signature
signed
License
MIT

Source: the package registry · 2026-10-23.

Does the registry listing match what we found?

Feature #6

The 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 saysWe foundResultSource · date
Remote endpoint mcp.10ml.com/mcpSession openedmatchesour test · 2026-10-23
No credential declared as requiredOpened a session without any credentialmatchesour test · 2026-10-23
Version 2.5.3 on npmExists and can be installedmatchesnpm · 2026-10-23
Repository github.com/10ml-com/perfume-finder-mcpOpens publiclymatchesapi.github.com · 2026-10-23

Who made it?

Feature #7 · lineage

Facts about the publisher. We do not turn them into a trust score.

Namespace
com.10ml
GitHub owner
a personal account (10ml-com)
Build record
signed
Repository
github.com/10ml-com/perfume-finder-mcp
Stars
0
Repository age
0–30 days
Last push
0–30 days ago
Archived
no
Security policy
none found (we looked for SECURITY.md in the repository and in its owner’s .github repository)

Source: the registry entry and api.github.com · 2026-10-23; security policy read from GitHub · 2026-10-23.

Publish this server? Run these checks against it yourself before release, from your own machine: a server the command starts, or your own server at its URL after a one-time proof that you control it: npx protocolprobe-selftest.

Choosing

Record checks

Public records · not a safety rating

7 of 9 record checks met

  • Not ranked by downloads: no download figure available
  • Not ranked by stars: 0 stars (ranked from 10)
  • MetRegistry entry is active and says how to run itActive, with a package or a remote address.
  • MetSource repository link opensThe linked GitHub repository is public.
  • MetRepository is not archivedNot archived.
  • MetCode pushed to the repository in the 90 days before our checkLast push 0-30 days before our check.
  • Not metRepository publishes a security policy (SECURITY.md)No SECURITY.md in the places GitHub reads it from.
  • MetPackage names its licence with a standard (SPDX) identifierMIT
  • MetThe version the registry lists can be installed and is not withdrawnThe listed version exists and is current.
  • Not metnpm package carries build provenance (attestation)Signed by npm, but no build attestation.
  • MetNo known critical or high advisory in the package or its dependenciesNone known in the package or its dependency tree.

Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-23. 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 com.10ml/perfume-finder

Answered from the data above

Is com.10ml/perfume-finder safe to install?

We do not rate servers as safe or unsafe. 7 of its 9 applicable record checks are met (facts from public records, each listed on this page). What the records show: Its source repository opens publicly. Its repository had a push in the last 90 days. The listed version is the latest stable release. The package itself has no known vulnerability (OSV.dev). Its full dependency tree has no known advisory. These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.

Is com.10ml/perfume-finder free to use?

Its website (mcp.10ml.com/) describes a free pricing model. This is an AI-classified reading of the page on 2026-10-23, so check the page itself before relying on it.

Does com.10ml/perfume-finder 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 com.10ml/perfume-finder been security tested?

Partly. 4 of the 15 checks that apply to it were exercised. We connected and read what the server declares, but did not call its tools: ProtocolProbe calls no server's tools for anything it publishes. This is our choice, not a block by the server. No security verdict is published before verification.

What can com.10ml/perfume-finder do?

It lists 15 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. We did not call any tool, so this describes the text, not the behaviour.

Can com.10ml/perfume-finder change or delete data?

None of its 15 tools is described as changing anything (our AI model's reading of the descriptions; nobody checked it by hand). We did not call any tool.

Does com.10ml/perfume-finder publish a security policy?

We found no SECURITY.md in its repository (root, .github/ or docs/) or in its owner's .github repository.

Is the listed version current?

Yes. The registry lists 2.5.3, the latest stable release on npm.

Where is the source code of com.10ml/perfume-finder?

In github.com/10ml-com/perfume-finder-mcp, which opens publicly.

Found this page useful?

Anonymous · no sign-in

A 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.

Similar servers

Same topic · AI-read

Active servers whose topic is also “commerce-and-marketing” 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

Not probed (we call no server's tools)

We connected and read what the server declares, but did not call its tools: ProtocolProbe calls no server's tools for anything it publishes. This is our choice, not a block by the server. No security score is given; a check we did not run is never counted as passed.

The 18 checks at a glanceour test · 2026-10-23
  1. Inventory: exercised
  2. Hidden instructions: exercised
  3. Real execution: not run · our policy
  4. Secret leak: not run · nothing to check it against
  5. Internal addresses: not run · our policy
  6. Unconfirmed changes: not run · our policy
  7. Bad input: not run · our policy
  8. Model requests: not run · nothing to check it against
  9. Sensitive questions: not run · nothing to check it against
  10. Folder boundary: not run · our policy
  11. Log leaks: not run · nothing to check it against
  12. Hidden content: exercised
  13. Fake assistant turns: exercised
  14. Token passthrough: not applicable
  15. Token audience: not applicable
  16. Sign-in redirect: not run · our policy
  17. Consent handling: not testable from outside
  18. Sign-in metadata: not applicable

4 exercised11 not run (reason given)3 not applicable

Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 4 of the 15 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.

Exercised · 4
  • 1Inventory
    tool-list
    Reads the declared tools, resources and prompts.exercised
  • 2Hidden instructions
    description-poisoning
    Looks for hidden instructions in tool descriptions.exercised
  • 12Hidden content
    audience-hiding
    Checks resources that hide content from the user.exercised
  • 13Fake assistant turns
    fake-assistant-turn
    Checks prompts that pose as the assistant's own words.exercised
Not run, with the reason · 11
  • 3Real execution
    real-execution
    Calls 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-leak
    Plants 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
    ssrf
    Checks 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-confirmation
    Checks 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-handling
    Sends 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
    sampling
    Checks 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-data
    Checks 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-boundary
    Checks 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-channel
    Checks 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
  • 16Sign-in redirect
    open-redirect
    Checks 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-deputy
    Checks 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
Does not apply to this server · 3
  • 14Token passthrough
    token-passthrough
    Checks 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-validation
    Checks 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-scheme
    Checks 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.

  1. 0 msStarted a read-only session with the server's remote endpoint
  2. 859 msConnected after 0 redirects. No credential was sent or needed.
  3. Read the inventory: 15 tools, 5 resources, 6 prompts.
  4. 1,867 msFinished: 4 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.

TopicAI-classified
AI-classified · 2026-10-23
Pricing modelAI-classified
free
read from mcp.10ml.com/ · 2026-10-23

“The free perfume MCP server and fragrance API, powered by the 10ML Fragrance Index”

Programming language
not stated
GitHub detects no source language in this repository (docs-only or empty)
Hosting type
registry · 2026-10-23
MCP capability
completions, prompts, resources, tools
our test · 2026-10-23
Transport
standard input/output, streamable HTTP
registry · 2026-10-23
Required credentials
none declared
registry · no declaration is not a guarantee
Package registry
npm, pypi
registry · 2026-10-23
Freshness
0–30 days
registry updatedAt · 2026-10-23
Lifecycle status
registry · 2026-10-23
License class
package registry · 2026-10-23
Integrity hash
declared (sri)
package registry · 2026-10-23
Signature / provenance
signed
package registry · 2026-10-23
Dependency advisories
none known
npm audit · 2026-10-24
Popularity
not stated
npm downloads API gave no number (404)
Publisher signals
owner: a personal account · repository age: 0–30 days · stars: 0–9 · build record: signed
api.github.com · 2026-10-23
Maintenance
api.github.com · 2026-10-23
Environment
either (remote or your machine)
where it runs, from the hosting type

“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. “com.10ml/perfume-finder: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/com.10ml/perfume-finder

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

ProtocolProbe: 7 of 9 record checks met

[![ProtocolProbe](https://protocolprobe.com/api/v1/badge/com.10ml/perfume-finder)](https://protocolprobe.com/mcp/servers/com.10ml/perfume-finder)

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