MCP Tool & RAG Integration

implementationChallengeOctober 7, 2025

Prompt Content

Implement a simulated MCP-enabled tool for accessing 'market intelligence data' (e.g., a simple Python function that returns predefined market trends based on keywords). Also, set up a basic RAG system using a vector database (e.g., ChromaDB in-memory for simplicity) pre-loaded with sample competitive analysis articles. Integrate these into your CrewAI agents.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations