semantic_search

Perform semantic searches across multiple libraries to retrieve relevant documentation with relevance ranking. Ideal for developers seeking precise, context-aware results from official programming resources.

Instructions

Enhanced semantic search across one or more libraries with relevance ranking.

Args:
    query: The search query.
    libraries: A single library or a list of libraries to search in.
    context: Optional context about your project or use case.

Returns:
    Enhanced search results with relevance scores and metadata, ranked across all libraries.

Input Schema

Name	Required	Description	Default
`context`	No
`libraries`	Yes
`query`	Yes

Input Schema (JSON Schema)

{
  "properties": {
    "context": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Context"
    },
    "libraries": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "items": {
            "type": "string"
          },
          "type": "array"
        }
      ],
      "title": "Libraries"
    },
    "query": {
      "title": "Query",
      "type": "string"
    }
  },
  "required": [
    "query",
    "libraries"
  ],
  "title": "semantic_searchArguments",
  "type": "object"
}

Documentation Search MCP Server

semantic_search

Instructions

Input Schema

Input Schema (JSON Schema)

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