generated: '2026-08-05'
method: derived
status: candidate
source: openapi/true-fit-partner-api-openapi.json
docs: https://www.truefit.com/mcp-fit-intelligence
spec_page: https://www.truefit.com/fit-intelligence-spec
description: True Fit publicly markets a "Fit Intelligence Layer via MCP" as one of its activation paths,
  described in section 7 of its own technical specification. NO public MCP endpoint, tools/list manifest,
  registry entry or connection instructions were discoverable — the MCP layer is arranged through sales
  ("Get a Demo"). The tools below are DERIVED from the published Partner API operations as a candidate
  surface; they are NOT True Fit's published tool names and must not be read as such.
server:
  name: true-fit-fit-intelligence
  published: false
  url: null
  transport: unknown
  access: sales-gated
  probes:
  - url: https://mcp.truefit.com/
    result: NXDOMAIN
  - url: https://mcp.truefitcorp.com/mcp
    result: NXDOMAIN
  - url: https://partner.truefitcorp.com/mcp
    http_status: 404
  - url: https://fitrec.truefitcorp.com/mcp
    http_status: 404
provider_stated_capabilities:
  source: https://www.truefit.com/fit-intelligence-spec
  capabilities:
  - Integration of fit intelligence into AI agents and shopping assistants
  - Programmatic access to fit recommendations and shopper fit context from any MCP-compatible system
  - Standardized fit guidance across PDP, conversational agents, site search, customer support, returns
    and exchange flows, PLP size filtering and inventory workflows
  security_model:
    authentication: scoped tokens and role-based access control
    data_minimization: agents receive only size recommendations and fit confidence scores, not underlying
      shopper data
    auditability: end-to-end encryption, audit logging, real-time monitoring
    revocability: access can be revoked or scoped at any time
tools:
- name: recommend_sizes
  description: Recommend sizes for up to 100 products for a given fit profile
  source_operation: openapi/true-fit-partner-api-openapi.json#getBulkRecommendation
- name: get_general_fit_guidance
  description: Get aggregate "runs small / runs large" guidance for up to 100 products, with no profile
    required
  source_operation: openapi/true-fit-partner-api-openapi.json#getBulkGeneralGuidance
- name: sync_user
  description: Create a True Fit user and map one of your identifiers to it
  source_operation: openapi/true-fit-partner-api-openapi.json#syncIds
- name: list_profiles
  description: List a user's fit profiles
  source_operation: openapi/true-fit-partner-api-openapi.json#listProfiles
- name: create_profile
  description: Create a fit profile for a person being shopped for
  source_operation: openapi/true-fit-partner-api-openapi.json#createProfile
- name: update_profile
  description: Update a fit profile
  source_operation: openapi/true-fit-partner-api-openapi.json#updateProfile
- name: delete_profile
  description: Delete a fit profile
  source_operation: openapi/true-fit-partner-api-openapi.json#deleteProfile
- name: get_measurements
  description: Read a profile's body measurements
  source_operation: openapi/true-fit-partner-api-openapi.json#getMeasurements
- name: upsert_measurements
  description: Add or replace a profile's body measurements
  source_operation: openapi/true-fit-partner-api-openapi.json#upsertMeasurements
- name: list_closet_items
  description: List the garments a profile already owns
  source_operation: openapi/true-fit-partner-api-openapi.json#listClosetItems
- name: create_closet_item
  description: Add a garment the shopper already owns to sharpen recommendations
  source_operation: openapi/true-fit-partner-api-openapi.json#createClosetItem
- name: update_closet_item
  description: Update a closet item
  source_operation: openapi/true-fit-partner-api-openapi.json#updateClosetItem
- name: delete_closet_item
  description: Delete a closet item
  source_operation: openapi/true-fit-partner-api-openapi.json#deleteClosetItem
deployment:
  mode: none
  verified: derived
  tools: 13
  checked: '2026-08-12'
  source: catalog MCP census