docs.biel.ai

{
  "name": "biel_search",
  "kind": "act",
  "impl": "imperative",
  "description": "Search all content indexed for Biel-ai, including pages, files, repositories and OpenAPI documents, using hybrid retrieval. Returns indexed chunks, citable source locations and document_id references. Use biel_get_document to read more, then answer with your own reasoning and citations. Never fall back to biel_ai on retrieval errors.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "minLength": 1,
        "maxLength": 10000
      },
      "filter_title": {
        "type": "string",
        "description": "Optional documentation filter title."
      },
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 20,
        "default": 5
      }
    },
    "required": [
      "query"
    ],
    "additionalProperties": false
  },
  "page": "/integrations/mcp-server"
}

{
  "name": "biel_get_document",
  "kind": "answer",
  "impl": "imperative",
  "description": "Read complete indexed content for Biel-ai using a document_id returned by biel_search. Returns document metadata, chunks and next_cursor (null at the end). Pass next_cursor with the same limit for subsequent pages. Answer using your own reasoning and citations; surface retrieval errors without automatically calling Biel AI.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "document_id": {
        "type": "string",
        "minLength": 1,
        "maxLength": 10000
      },
      "cursor": {
        "type": "string",
        "maxLength": 512
      },
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 20,
        "default": 20
      }
    },
    "required": [
      "document_id"
    ],
    "additionalProperties": false
  },
  "page": "/integrations/mcp-server"
}

{
  "name": "biel_ai",
  "kind": "act",
  "impl": "imperative",
  "description": "Ask Biel AI to generate an answer grounded in the Biel-ai documentation. Ask the user before requesting a Biel-generated answer unless they explicitly requested one. Prefer biel_search and biel_get_document so you can answer yourself; never use AI as an automatic fallback for retrieval errors. Returns an answer and source URLs, uses the site's Biel allowance and creates a separate conversation.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "message": {
        "type": "string",
        "minLength": 1,
        "maxLength": 10000
      }
    },
    "required": [
      "message"
    ],
    "additionalProperties": false
  },
  "page": "/integrations/mcp-server"
}