TinyDB EMCiPi

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This tool addresses the inefficiency of keeping structured facts within AI agent prompts. TinyDB EMCiPi allows agents to store, search, and mutate JSON records through MCP tool calls, loading only what is needed. It functions as a lightweight MCP server backed by TinyDB, delivering long-term memory capabilities for chatbots and small-context LLM apps without requiring external dependencies or complex setups.

Características Principales

• Zero dependencies, storing JSON directly on disk
• Schema-first approach with validated records and queryable schemas
• Opinionated tools for database discovery, schema management, and CRUD operations
• 1 GitHub stars
• Docker-friendly for easy local deployment or CI integration

Casos de Uso

• Providing long-term memory and context for chatbots
• Enabling small-context LLM applications to store and retrieve structured facts
• Allowing AI agents to store, search, and mutate JSON records through MCP tool calls