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Most reliable education AI agent tools

As of the latest check, Glimind tracks 7 education AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
glama/maroco0109/who-will-notify-mcp/list_noticesunknownList notices with optional filters, returning summaries sorted by date.alternatives
glama/maroco0109/who-will-notify-mcp/get_noticeunknownGet full notice details by ID, including body, courses, and dates.alternatives
glama/maroco0109/who-will-notify-mcp/get_coursesunknownGet course offerings with optional filters for grade, semester, or professor.alternatives
glama/maroco0109/who-will-notify-mcp/get_academic_datesunknownGet academic calendar dates with optional filters for kind or grade.alternatives
mcp-registry/io.github.srikrishna235/scrimba-teaching-mcp/teachunknownInteractive lessons with Scrimba methodology.alternatives
mcp-registry/io.github.srikrishna235/scrimba-teaching-mcp/give_challengeunknownImmediate coding challenges.alternatives
mcp-registry/io.github.srikrishna235/scrimba-teaching-mcp/next_lessonunknownProgress through 5-level curriculum.alternatives

FAQ

What are the most reliable education MCP tools right now?

As of the latest check, Glimind tracks 7 education AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank education tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a education tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.