generated: '2026-07-21'
method: searched
status: published
source: https://docs.unwrap.ai/articles/6412771011-unwrap-mcp
server:
  name: unwrap
  transport: http
  url: https://nlp.api.production.unwrap.ai/mcp
  auth:
    type: oauth2
    flows:
    - authorization_code
    - client_credentials
    - refresh_token
    authorization_endpoint: https://nlp.api.production.unwrap.ai/oauth/authorize
    token_endpoint: https://nlp.api.production.unwrap.ai/oauth/token
    registration_endpoint: https://nlp.api.production.unwrap.ai/oauth/register
    pkce: S256
    scopes:
    - team:*:teams:read
    - team:*:groups:read
    - team:*:charts:read
    - team:*:filters:read
    - team:*:entries:read
    note: Dynamic client registration supported; organizations can also generate shared static OAuth credentials
      from the Organizations page for enterprise deployment.
clients_supported:
- Claude Desktop / Web
- Claude Code
- ChatGPT (Developer Mode)
- Codex
- Cursor
- Gemini CLI
- GitHub Copilot
tools:
- name: list_views
  description: List the views (teams) available to the authenticated user.
- name: search_groups
  description: Search feedback groups within a view.
- name: search_actionable_groups
  description: Surface groups flagged as actionable.
- name: plot_chart
  description: Render a chart over feedback data.
- name: sample_feedback_entries
  description: Return a sample of feedback entries.
- name: analyze_entry_text
  description: Analyze the text of a feedback entry.
- name: classify_feedback_entries
  description: Classify feedback entries against the taxonomy.
- name: discover_filter_schema
  description: Discover the available filter fields/schema for a view.
- name: search_segments
  description: Search custom segment values.
access: read-only
deployment:
  mode: remote
  endpoint: https://nlp.api.production.unwrap.ai/mcp
  verified: probed
  probe: gated
  checked: '2026-09-11'
  source: wall re-adjudication 2026-09-11 (RFC 9728 / JSON-RPC envelope)
  probe_prior: wall
  probe_why: RFC 9728 challenge (host-wide OAuth-protected resource)