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Documentation Index

Fetch the complete documentation index at: https://docs.brightstack.ai/llms.txt

Use this file to discover all available pages before exploring further.

Connect your agent to Bright’s MCP server to search knowledge bases and run query models within your authenticated organization context.

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Connect your agent

Configure your MCP-compatible agent to use the Bright MCP server. Ensure the agent is authenticated for your organization (e.g., bearer token/API key depending on your environment). Once connected, the following tools are available.

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Core tools

  • search: Semantic search across a knowledge base (kb optional, defaults to “general”)
  • list_query_models: Discover available query models
  • get_query_model: Retrieve a specific query model by ID or name
  • run_query_model: Execute a query model with parameters
  • get_knowledge_bases / get_knowledge_base_by_id_or_name: Explore KBs
  • get_engines / get_engine_by_id_or_name and get_databases / get_database_by_id_or_name: Inspect execution environments
  • list_entities / get_entity_by_id: Fetch entities by ID (read-only)

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Examples

{
  "tool": "search",
  "params": {
    "query": "OAuth 2.0",
    "kb": "product-docs",
    "limit": 5,
    "objectType": "Entity",
    "types": ["Guide"]
  }
}

{
  "tool": "list_query_models",
  "params": { "limit": 20, "enabled": true }
}

{
  "tool": "get_query_model",
  "params": { "idOrName": "find_investors_by_stage" }
}

{
  "tool": "run_query_model",
  "params": {
    "idOrName": "find_investors_by_stage",
    "parameters": { "stage": "series-a" }
  }
}

{
  "tool": "get_knowledge_bases",
  "params": {}
}

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Tips

Use filters (objectType, types, properties) to refine search results and reduce noise.