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ia-na-pratica

by Code4Delphi

Overview

Enables Large Language Models (LLMs) to interact with Delphi applications by exposing application functionalities as fine-grained tools, effectively creating an embedded Model Context Protocol (MCP) Server.

Installation

Run Command
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Environment Variables

  • OPENAI_API_KEY
  • GEMINI_API_KEY
  • ANTHROPIC_API_KEY
  • XAI_API_KEY
  • DEEPSEEK_API_KEY
  • MISTRAL_API_KEY
  • PERPLEXITY_API_KEY
  • OPENROUTESERVICE_API_KEY

Security Notes

The project describes a framework that allows LLMs to interact with application features such as file system, database manipulation, email sending/retrieval, and logging. While the documentation mentions 'structured and restricted manner' for these functionalities, granting AI such powerful access inherently carries significant security risks if not implemented with extreme caution. The potential to expose arbitrary methods via RTTI (mentioned in linked videos) also increases the attack surface. Proper sandboxing, strict access control, and thorough validation of AI-generated actions are crucial, and their implementation quality depends heavily on the developer using the framework. Without direct visibility into these safeguards, the potential for misuse or vulnerabilities is moderate to high.

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Stats

Interest Score38
Security Score5
Cost ClassLow
Avg Tokens200
Stars11
Forks5
Last Update2025-12-14

Tags

DelphiAILLMFunction CallingToolsetsMCP