generated: '2026-07-19'
method: searched
status: published
source: https://docs.kotoba.tech/llms.txt
notes: 'Kotoba publishes a real, live, remote MCP server for its documentation, advertised in llms.txt
  and in the header of every docs markdown page ("For AI client integration (Claude Code, Cursor, etc.),
  connect to the MCP server at https://docs.kotoba.tech/_mcp/server"). It is the Fern docs MCP server
  (serverInfo.name = fern-docs-mcp-server, v1.0.0), so it exposes documentation search only — it does
  NOT expose the ASR / STS / TTS / transcription operations as callable tools. Verified live: an `initialize`
  handshake returned protocolVersion 2025-06-18 with tools.listChanged, and `tools/list` returned a single
  tool.'
server:
  name: kotoba-docs
  transport: http
  url: https://docs.kotoba.tech/_mcp/server
  protocol_version: '2025-06-18'
  implementation: fern-docs-mcp-server
  implementation_version: 1.0.0
  auth: none
  scope: documentation
  verified: '2026-07-19'
capabilities:
  tools:
    listChanged: true
tools:
- name: searchDocs
  description: Search the documentation at https://docs.kotoba.tech. Returns relevant doc passages with
    source URLs.
  verified: true
coverage_gap: 'No MCP tools are published for the API surface itself. A candidate API-operation tool set
  derivable from the captured specs would be: submit-transcription-job-v-1-transcription-jobs-post, get-transcription-job-v-1-transcription-jobs-job-id-get
  (openapi/ kotoba-transcription-openapi-original.yml), plus the WebSocket channels asr-publish/asr-subscribe,
  sts-publish/sts-subscribe, tts-publish/ tts-subscribe (asyncapi/). These are NOT published by Kotoba
  and are recorded here only as a gap, not as available tools.'
deployment:
  mode: remote
  verified: searched
  tools: 1
  checked: '2026-08-12'
  source: catalog MCP census