SERVER

10ML Perfume Finder

Rank #46,152

com.10ml/perfume-finder

Free perfume MCP server and fragrance API: 5,400+ perfumes, note pyramids, accords, similar scents.

11 versions

by 10ml-com (2 servers)View repository ↗

First listed

Oct 19, 2026

Last publish date

Oct 20, 2026

PURPOSE

What you can do with 10ML Perfume Finder

10ML Perfume Finder is a Model Context Protocol (MCP) server published by 10ml-com. It ranks #46,152 of 154,470 active servers on MCP Toplist. 10ML Perfume Finder is listed on Official MCP, with 11 tracked versions. It was first listed on Oct 19, 2026 and most recently updated on Oct 20, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What 10ML Perfume Finder can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using 10ML Perfume Finder

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

MCP Toplist probed the public endpoint on Oct 20, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by the Official MCP Registry, last synced Oct 20, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect 10ML Perfume Finder and confirm it works

Remote · HTTP

claude mcp add --transport http perfume-finder https://mcp.10ml.com/mcp

npm package

claude mcp add perfume-finder -- npx -y @10ml/perfume-finder-mcp

Python package (PyPI)

claude mcp add perfume-finder -- uvx perfume-finder-mcp

Remote · HTTP

[mcp_servers.perfume-finder]
url = "https://mcp.10ml.com/mcp"

Add to ~/.codex/config.toml.

npm package

[mcp_servers.perfume-finder]
command = "npx"
args = ["-y", "@10ml/perfume-finder-mcp"]

Add to ~/.codex/config.toml.

Python package (PyPI)

[mcp_servers.perfume-finder]
command = "uvx"
args = ["perfume-finder-mcp"]

Add to ~/.codex/config.toml.

Remote · HTTP

https://mcp.10ml.com/mcp

Settings → Connectors → “Add custom connector”, then paste this URL.

npm package

{
  "mcpServers": {
    "perfume-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@10ml/perfume-finder-mcp"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

{
  "mcpServers": {
    "perfume-finder": {
      "command": "uvx",
      "args": [
        "perfume-finder-mcp"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Remote · HTTP

{
  "mcpServers": {
    "perfume-finder": {
      "url": "https://mcp.10ml.com/mcp"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

npm package

{
  "mcpServers": {
    "perfume-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@10ml/perfume-finder-mcp"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "mcpServers": {
    "perfume-finder": {
      "command": "uvx",
      "args": [
        "perfume-finder-mcp"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Remote · HTTP

{
  "servers": {
    "perfume-finder": {
      "type": "http",
      "url": "https://mcp.10ml.com/mcp"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

npm package

{
  "servers": {
    "perfume-finder": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@10ml/perfume-finder-mcp"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "servers": {
    "perfume-finder": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "perfume-finder-mcp"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Remote · HTTP

{
  "mcpServers": {
    "perfume-finder": {
      "serverUrl": "https://mcp.10ml.com/mcp"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

npm package

{
  "mcpServers": {
    "perfume-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@10ml/perfume-finder-mcp"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "perfume-finder": {
      "command": "uvx",
      "args": [
        "perfume-finder-mcp"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Remote · HTTP

{
  "mcpServers": {
    "perfume-finder": {
      "url": "https://mcp.10ml.com/mcp"
    }
  }
}

npm package

{
  "mcpServers": {
    "perfume-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@10ml/perfume-finder-mcp"
      ]
    }
  }
}

Python package (PyPI)

{
  "mcpServers": {
    "perfume-finder": {
      "command": "uvx",
      "args": [
        "perfume-finder-mcp"
      ]
    }
  }
}

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Oct 19, 2026
Latest version published: Oct 20, 2026
Version history: 11 versions tracked (below)
Requirements evidence: MCP Toplist probed the public endpoint on Oct 20, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 20, 2026

Registry sightings

Official MCP ↗listed since Oct 20, 2026 · still listed

Do you maintain 10ML Perfume Finder? to correct or enrich this profile.

VERSIONS

Available versions (11)

Version	Published
2.3.2	Oct 20, 2026
2.3.1	Oct 20, 2026
2.3.0	Oct 20, 2026
2.2.0	Oct 20, 2026
2.1.1	Oct 19, 2026
2.0.3	Oct 19, 2026
2.1.0	Oct 19, 2026
2.0.2	Oct 19, 2026
2.0.1	Oct 19, 2026
2.0.0	Oct 19, 2026
1.1.0	Oct 19, 2026

STANDING

#46,152of 154,470 active serversTop 50%

Ranks ahead of 108,318 of 154,470 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/com.10ml%2Fperfume-finder.svg)](https://mcptoplist.com/server/com.10ml%2Fperfume-finder)

HTML

<a href="https://mcptoplist.com/server/com.10ml%2Fperfume-finder"><img src="https://mcptoplist.com/badge/com.10ml%2Fperfume-finder.svg" alt="MCP Toplist: Top 50% of 154,470" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains 10ML Perfume Finder?: 10ML Perfume Finder is maintained by 10ml-com, which publishes 2 MCP servers (13 total versions) tracked on MCP Toplist.
Is 10ML Perfume Finder listed on the Official MCP Registry?: Yes — 10ML Perfume Finder is listed on the Official MCP Registry.
How many versions does 10ML Perfume Finder have?: MCP Toplist tracks 11 versions of 10ML Perfume Finder, most recently published on Oct 20, 2026.
Where can I find the source code for 10ML Perfume Finder?: The source code for 10ML Perfume Finder is hosted at github.com/10ml-com/perfume-finder-mcp.

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