DirectoryMCP serversProductivity & documents

10ML Perfume Finder: MCP server (Productivity & documents) in 2026

Free perfume MCP server and fragrance API: 6,000+ perfumes, note pyramids, accords, similar scents.

Verified working on 2026-10-27 Rank 23 of 60 in Productivity & documents. Source: MCP Registry record, checked 2026-10-27.

Key facts

TypeMCP server, remote (streamable HTTP)
CategoryProductivity & documents
Endpointhttps://mcp.10ml.com/mcp
Registry namecom.10ml/perfume-finder
Version (registry)2.5.3
Published in registry2026-10-22
Registry record updated2026-10-22
Repositoryhttps://github.com/10ml-com/perfume-finder-mcp
Websitehttps://mcp.10ml.com
AuthenticationNone needed for initialize and tools/list (checked anonymously)
Latest checkUp on 2026-10-27, 470 ms to initialize
Tools listed15
Checks passed1 of 1 daily checks
Last verified working2026-10-27
Sourcehttps://registry.modelcontextprotocol.io/v0/servers/com.10ml%2Fperfume-finder/versions/latest (pulled 2026-10-27)

Tools (15)

search_perfumes, get_perfume, compare_perfumes, find_similar_perfumes, find_perfume_alternatives, recommend_perfumes, perfumes_by_note, explain_note, get_house, list_houses, explain_perfume_term, suggest_layering, pick_for_occasion, find_gift, search_guides

Verification history

One probe a day: initialize, then tools/list, nothing else. Last 1 checks: 10-27 up

Install

Claude Code
claude mcp add --transport http perfume-finder https://mcp.10ml.com/mcp
Claude (claude.ai, Desktop)

Settings > Connectors > Add custom connector. Name: 10ML Perfume Finder. URL: https://mcp.10ml.com/mcp

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

Save as ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (this project).

ChatGPT

Settings > Connectors > Advanced > Developer mode, then Create. Name: 10ML Perfume Finder. MCP server URL: https://mcp.10ml.com/mcp. Authentication: No authentication.

Custom connectors need a plan with Developer mode; menu names change between releases.

Hermes Agent
mcp_servers:
  perfume-finder:
    url: "https://mcp.10ml.com/mcp"

Add to ~/.hermes/config.yaml, then run /reload-mcp.

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10ML Perfume Finder: MCP server (Productivity & documents) in 2026 · Vibe Shipped