Calibre RAG MCP Server

search_project_context

Find relevant context chunks from RAG projects using vector similarity search to support information retrieval and contextual understanding.

Instructions

Search for relevant context chunks within a RAG project using vector similarity

Input Schema

Name	Required	Description
`limit`	No	Maximum number of context chunks to return (default: 5)
`project_name`	Yes	Name of the project to search
`query`	Yes	Query to find relevant context

Input Schema (JSON Schema)

{
  "properties": {
    "limit": {
      "default": 5,
      "description": "Maximum number of context chunks to return (default: 5)",
      "type": "integer"
    },
    "project_name": {
      "description": "Name of the project to search",
      "type": "string"
    },
    "query": {
      "description": "Query to find relevant context",
      "type": "string"
    }
  },
  "required": [
    "project_name",
    "query"
  ],
  "type": "object"
}

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