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Agentic Tools MCP Server

by Pimzino

search_memories

Search stored memories using advanced text matching to retrieve relevant past decisions, preferences, or contextual information. Supports multi-field search across titles, content, and metadata with customizable relevance scoring.

Instructions

Intelligently search through your stored memories using advanced text matching algorithms to quickly find relevant information. Features multi-field search across titles, content, and metadata with customizable relevance scoring - perfect for retrieving past decisions, preferences, or contextual information when you need it most.

Input Schema

NameRequiredDescriptionDefault
categoryNoFilter results to memories in this specific category
limitNoMaximum number of results to return (default: 10)
queryYesThe search query text to find matching memories
thresholdNoMinimum relevance threshold 0-1 (default: 0.3)
workingDirectoryYesThe full absolute path to the working directory where data is stored. MUST be an absolute path, never relative. Windows: "C:\Users\username\project" or "D:\projects\my-app". Unix/Linux/macOS: "/home/username/project" or "/Users/username/project". Do NOT use: ".", "..", "~", "./folder", "../folder" or any relative paths. Ensure the path exists and is accessible before calling this tool. NOTE: When server is started with --claude flag, this parameter is ignored and a global user directory is used instead.

Input Schema (JSON Schema)

{ "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "category": { "description": "Filter results to memories in this specific category", "type": "string" }, "limit": { "description": "Maximum number of results to return (default: 10)", "maximum": 100, "minimum": 1, "type": "number" }, "query": { "description": "The search query text to find matching memories", "type": "string" }, "threshold": { "description": "Minimum relevance threshold 0-1 (default: 0.3)", "maximum": 1, "minimum": 0, "type": "number" }, "workingDirectory": { "description": "The full absolute path to the working directory where data is stored. MUST be an absolute path, never relative. Windows: \"C:\\Users\\username\\project\" or \"D:\\projects\\my-app\". Unix/Linux/macOS: \"/home/username/project\" or \"/Users/username/project\". Do NOT use: \".\", \"..\", \"~\", \"./folder\", \"../folder\" or any relative paths. Ensure the path exists and is accessible before calling this tool. NOTE: When server is started with --claude flag, this parameter is ignored and a global user directory is used instead.", "type": "string" } }, "required": [ "workingDirectory", "query" ], "type": "object" }

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