MCP Server
by cabrit0
The MCP Server generates Master Content Plans (MCPs) based on topics by aggregating resources from the web and organizing them into structured learning paths. It provides a standardized JSON structure for consumption by client applications.
Last updated: N/A
What is MCP Server?
The MCP Server is a tool that generates structured learning paths for any topic by aggregating resources from the web. It uses web search and scraping techniques to find relevant content and organizes it into a logical sequence with a customizable number of nodes.
How to use MCP Server?
To use the MCP Server, you can either run it locally or access the production server. Locally, start the server using the provided script or uvicorn, and then access the API at http://localhost:8000. The production server is available at https://reunemacacada.onrender.com. Generate an MCP by making a GET request to /generate_mcp?topic=your_topic. Detailed documentation is available in the docs folder.
Key features of MCP Server
Generate learning paths for any topic
Find relevant resources using web search and scraping
Organize resources into a logical sequence
Support for multiple languages
Caching system for faster responses
Standardized JSON output
TF-IDF based resource relevance filtering
Strategic quiz distribution
YouTube integration
Asynchronous task system with real-time progress feedback
Adaptive scraping system
Puppeteer instance pool
Use cases of MCP Server
Creating educational content for online courses
Generating learning paths for employee training
Developing personalized learning experiences
Researching and organizing information on a specific topic
FAQ from MCP Server
How do I specify the topic for the MCP?
How do I specify the topic for the MCP?
Use the topic parameter in the /generate_mcp endpoint, e.g., /generate_mcp?topic=python.
Can I customize the number of resources in the MCP?
Can I customize the number of resources in the MCP?
Yes, use the max_resources parameter to set the maximum number of resources to include, e.g., /generate_mcp?topic=python&max_resources=20.
How do I specify the language for the resources?
How do I specify the language for the resources?
Use the language parameter, e.g., /generate_mcp?topic=python&language=en for English.
How do I check the status of an asynchronous task?
How do I check the status of an asynchronous task?
Use the /status/{task_id} endpoint, replacing {task_id} with the ID of the task.
How do I clear the cache?
How do I clear the cache?
Use the POST /clear_cache endpoint. You can also specify a pattern to clear specific cache entries, e.g., POST /clear_cache?pattern=mcp:*.