Fluent Capabilities

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

Reference scope: the /mcp public profile in contracts/fluent-public-profile.json, checked against the runtime source on September 20, 2026. This identifies the source inventory, not a live deployment or host-acceptance result.

The public profile contains exactly 27 tools, 3 resources, 14 explicit write tools, and 3 optional render adapters.

Current Public Product

Core

account and access status
shared, source-aware personal context
capabilities and host guidance
explicit approval boundaries
read-after-write proof

Meals

planning context
saved recipe create/update/feedback
meal plans drafted by an assistant and approved by the user
bounded current grocery-list changes
confirmed post-shopping reconciliation

Style

closet and purchase context
saved item, evidence, and media reads
explicit item create, patch, refresh, image, and archive writes
host-owned visual inspection and style judgment

Budgets

Budgets is supporting context only:

user-declared meals-groceries envelope and spend facts
user-declared style-clothing envelope and spend facts
arithmetic context, not a final decision

Budget support focuses on amounts users provide for groceries and clothing.

Promoted Views

Grocery List
Budgets Envelope Setup
Style Closet Manager

Complete text remains the cross-host baseline.

Explicit Exclusions