generated: '2026-07-21'
method: searched
status: published
source: https://github.com/AI-Template-SDK/api-mcp-server
server:
  name: senso
  transport: stdio
  runtime: python
  launch: uv --directory /ABSOLUTE/PATH/TO/api-mcp-server run server.py
  auth: X-API-Key (Senso API key, set as API_KEY in server.py)
  api_base: https://sdk.senso.ai/api/v1
  description: Official Model Context Protocol server for the Senso API, published by Senso (GitHub org
    AI-Template-SDK). Lets Claude Desktop (and other MCP clients) add raw content, search, and generate
    against a Senso knowledge base. Configured in claude_desktop_config.json.
tools:
- name: add_raw_content
  description: Add raw text content (title, summary, text) to the knowledge base.
  api_operation: POST /content/raw
- name: search_content
  description: Semantic search of the knowledge base; returns an AI answer plus source chunks.
  api_operation: POST /search
- name: generate_content
  description: Generate content from instructions and existing knowledge; optionally save it.
  api_operation: POST /generate
- name: create_prompt
  description: Create a prompt (GEO question) to track.
  api_operation: POST /prompts
- name: list_prompts
  description: List existing prompts.
  api_operation: GET /prompts
- name: update_prompt
  description: Update an existing prompt.
  api_operation: PUT /prompts/{id}
- name: create_template
  description: Create a content template / content type.
  api_operation: POST /templates
- name: list_templates
  description: List content templates / content types.
  api_operation: GET /templates
- name: update_template
  description: Update a content template.
  api_operation: PUT /templates/{id}
- name: generate_with_prompt
  description: Generate content using a stored prompt.
  api_operation: POST /generate/prompt
deployment:
  mode: none
  endpoint: https://sdk.senso.ai/api/v1
  verified: probed
  probe: dead
  note: the endpoint this manifest claimed did not answer; recorded as none rather than deleted so the
    claim stays auditable
  checked: '2026-08-12'
  source: catalog MCP census