F
licenseNot graded
qualityD
maintenanceMCP server that exposes a read-only knowledge base of verified math lecture material, enabling AI agents to quiz students using active recall via list_topics and query_annuma tools.
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Phyllon
by nemesis398
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@PhyllonI'm stuck on solving quadratic equations — give me a hint"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Phyllon keeps a library of learning tasks with their answers, hints, solution methods and connections, and serves it to any MCP client. It decides in code everything that can be decided in code, and leaves the model only what needs language: understanding a wish, explaining, encouraging.
Status
A skeleton, nothing to use yet. Phase 1 builds the repository, the gate and the way to run it. Learning tasks come in later phases; the roadmap lists them.
Related MCP server: MCP Servers in Python
The principle
Decide in code, phrase in the model. A checker, a filter or a scheduler gives the same answer every time, so Phyllon uses one wherever it can. The model phrases checked building blocks, such as a verified hint or a stored method, and does not invent them.
Quickstart
See docs/install.md.
Read on
Design: the vision and the high-level design.
Roadmap: seven phases from an empty repository to 1.0.
Contributing: the sign-off, pull requests and the gate.
Security: how to report a vulnerability.
License
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo issues
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