iflow-mcp_plaban1981-crewai-search

# Crewai-MCP ## Build an MCP agent using Crewai ## ### Workflow of MCP powered Crewai RStudy Assistant ``` graph TD %% User Interface Layer A["🌐 User Interface<br/>Streamlit App<br/>(streamlit_app.py)"] --> B["⚙️ API Layer<br/>main_api.py"] %% API Processing B --> C["🚀 Subprocess Call<br/>python main.py {topic}"] %% CrewAI Core C --> D["🤖 CrewAI Application<br/>(main.py)<br/>Research Agent + Writer Agent"] %% MCP Protocol Communication D --> E["📡 MCP Protocol<br/>Model Context Protocol<br/>Communication Layer"] %% MCP Servers E --> F["🔍 Search MCP Server<br/>(servers/search_server.py)<br/>Python Implementation"] E --> G["🎨 Image MCP Server<br/>(servers/image_server.py)<br/>Python Implementation"] E --> H["📁 Filesystem MCP Server<br/>(NPX - Disabled)<br/>Node.js v14 Issue"] %% External APIs F --> I["🦁 Brave Search API<br/>Web Search Results"] G --> J["🎭 Segmind API<br/>AI Image Generation"] %% File Output Generation D --> K["📄 File Generation"] K --> L["📊 search_results.json<br/>Search Data"] K --> M["📝 summary.txt<br/>Research Summary"] K --> N["🖼️ generated_images/<br/>AI Generated Images"] %% Result Processing B --> O["🔄 Result Extraction<br/>File Detection & Parsing"] O --> P["📋 Summary Extraction<br/>Multiple Pattern Recognition"] O --> Q["🔍 Search Results Parsing<br/>JSON Processing"] O --> R["🖼️ Image Collection<br/>File Listing"] %% Display Results P --> S["📑 Summary Tab<br/>Streamlit Display"] Q --> T["🔍 Search Results Tab<br/>Streamlit Cards"] R --> U["🎨 Generated Images Tab<br/>Streamlit Gallery"] %% User Features S --> V["💾 Download Summary<br/>Text File"] U --> W["💾 Download Images<br/>ZIP Archive"] %% System Monitoring A --> X["📊 System Status<br/>MCP Server Health Check"] %% Styling for different component types classDef streamlit…