Fluent Tools

Current reference contract: 2026-10-08.fluent-core-v2.3.

Reference scope: the /mcp public profile in contracts/fluent-public-profile.json, vendored from the Fluent runtime source on October 8, 2026. This identifies the source inventory, not a live deployment or host-acceptance result.

This page lists the tools available through Fluent's /mcp endpoint.

The public profile contains exactly 26 tools: 9 reads, 16 explicit writes, and 1 render adapter. Each tool performs one operation.

Read Tools

• fluent_get_capabilities
• fluent_get_account_status
• fluent_get_account
• fluent_get_closet_context
• fluent_get_profile
• fluent_list_closet_items
• fluent_get_closet_item
• fluent_list_closet_evidence
• fluent_get_closet_item_photos

Write Tools

These tools require explicit user approval. Check the returned result and, where needed, read the saved item before reporting success:

• fluent_update_profile
• fluent_add_closet_item
• fluent_update_closet_item
• fluent_restore_closet_item
• fluent_save_closet_item_product_details
• fluent_merge_closet_items
• fluent_undo_closet_item_merge
• fluent_record_closet_item_feedback
• fluent_set_closet_item_photo
• fluent_add_closet_item_photo
• fluent_set_closet_item_cover
• fluent_reorder_closet_item_photos
• fluent_hide_closet_item_photo
• fluent_replace_closet_item_photo
• fluent_undo_closet_item_photo_change
• fluent_archive_closet_item

Render Adapters

• fluent_show_closet for the Style Closet view, including an exact-item comparison for a picked outfit

Render adapters present the same saved Fluent information in a visual format. Structured data and text remain canonical.

Scope

• The closet (domain="style") is the current product.
• Cached clients may still send a retired domain; Fluent answers with a short retirement notice and writes nothing.

Discovery

Use MCP tools/list for the exact live registry. If a client shows a different tool set, reconnect it rather than switching to another endpoint.