Fluent Tools

Current reference contract: 2026-07-09.fluent-core-v2.0.

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

The public profile contains exactly 26 tools: 9 reads, 14 explicit writes, and 3 render adapters.

Read Tools

• fluent_get_capabilities
• fluent_get_account_status
• fluent_get_context
• fluent_get_shared_profile
• fluent_list_items
• fluent_get_item
• fluent_get_purchase_context
• fluent_list_evidence
• fluent_get_media_bundle

Write Tools

These tools require explicit user approval and read-after-write proof:

• fluent_update_shared_profile_patch
• fluent_save_recipe
• fluent_update_recipe_patch
• fluent_record_recipe_feedback
• fluent_save_meal_plan
• fluent_apply_grocery_list_change
• fluent_apply_grocery_shopping_result
• fluent_set_budget_envelope
• fluent_log_budget_spend
• fluent_update_style_item_patch
• fluent_create_style_item
• fluent_refresh_style_item_profile
• fluent_set_style_item_image
• fluent_archive_item

Render Adapters

• fluent_render_surface for the promoted Grocery List view
• fluent_render_budgets_surface for Budgets Envelope Setup
• fluent_render_style_closet_surface for Style Closet Manager

Render adapters present the same saved Fluent information in a visual format.

Available Domains

• Meals and Style are active.
• Budgets supports meals-groceries and style-clothing envelope/spend context.

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.