MCP server for student learning workflow with SQLite database. Each instance serves one student — deploy a separate instance per child for isolated
MCP server for student learning workflow with SQLite database. Each instance serves one student — deploy a separate instance per child for isolated, focused AI tutoring. That is what the learning hub mcp mcp server brings to an AI assistant: the same capability, reachable through the Model Context Protocol rather than a separate app or dashboard.
The server publishes 14 tools. What each one is for:
get_grade_escalation_instructions — escalate bad grades to tutor/adminget_learning_system_instructions — master instruction: full system rulesget_student_request_router_instructions — classify student request (A/B/C scenarios)get_bonus_task_assignment_instructions — assign a new bonus taskget_submission_routing_instructions — route submitted work to evaluatorget_bonus_task_evaluation_instructions — evaluate completed bonus taskget_homework_evaluation_instructions — evaluate homework submissionget_book_lookup_instructions — find and deliver textbook pagesget_books_workflow_instructions — process and register new booksget_homework_manual_instructions — manually add homework (parent only)get_grade_manual_instructions — manually add a grade (adult only)get_student_content_policy_instructions — content safety filtering for external student contentConfiguration is passed through the environment: DATABASE_URL. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.
Because this one is hosted, setup is mostly authentication — you point your client at the endpoint and approve access. Nothing runs on your machine, so there is no runtime to keep patched.
This sits in the database access group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Learning Hub MCP's toolset — get_grade_escalation_instructions, get_learning_system_instructions, get_student_request_router_instructions and 11 more — is a fair guide to whether it matches your workflow. It is maintained by genyk1p; worth a glance at recent repository activity before you build anything load-bearing on it.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
| Tool | What it does |
|---|---|
| get_grade_escalation_instructions | escalate bad grades to tutor/admin |
| get_learning_system_instructions | master instruction: full system rules |
| get_student_request_router_instructions | classify student request (A/B/C scenarios) |
| get_bonus_task_assignment_instructions | assign a new bonus task |
| get_submission_routing_instructions | route submitted work to evaluator |
| get_bonus_task_evaluation_instructions | evaluate completed bonus task |
| get_homework_evaluation_instructions | evaluate homework submission |
| get_book_lookup_instructions | find and deliver textbook pages |
| get_books_workflow_instructions | process and register new books |
| get_homework_manual_instructions | manually add homework (parent only) |
| get_grade_manual_instructions | manually add a grade (adult only) |
| get_student_content_policy_instructions | content safety filtering for external student content |
| get_topic_review_curation_instructions | curate and close stale topic reviews |
| get_base_crons_setup_instructions | instructions for setting up base cron jobs |
| Variable | Description | Required |
|---|---|---|
| DATABASE_URL | Endpoint or connection string the server talks to. | Yes |
Read-only SQL access to Postgres — let your assistant inspect schemas and answer questions from real data.
Manage your whole Supabase project in conversation — database, auth, storage, Edge Functions and branches.
Query, modify and analyse local SQLite databases in conversation — the fastest way to chat with a data file.
Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.
Official MongoDB server covering data, schemas and Atlas management — from find queries to spinning up clusters.
Serverless Postgres with database branching — point your assistant at Neon and let it work on disposable copies.