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Most reliable diagnostics AI agent tools

As of the latest check, Glimind tracks 12 diagnostics 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
auth_status
aongzera/MyCourseVille MCP Server
unknownDiagnostics: login state, last sync, row countsalternatives
agent_doctor
@medyll/acp-team
unknownRuns diagnostics on agents and optionally fixes issues.alternatives
provisioning_diagnose
qwertyhq/hq-mcp
unknownDiagnoses provisioning issues for a given SHM user, checking services, panel user existence, storage, and history.alternatives
apple_mail_diagnostics
io.github.mgcrea/mcp-apple-mail
unknownWhat the server can currently do and why. Call first when anything looks wrong.alternatives
diagnostics
io.github.mgcrea/mcp-apple-contacts
unknownRead diagnostics about the Apple Contacts server and its index.alternatives
diagnostics
io.github.mgcrea/mcp-apple-reminders
unknownReports which lane (Apple Events or index) is answering and permission status.alternatives
apple_maps_diagnostics
io.github.mgcrea/mcp-apple-maps
unknownShow what opened, which columns resolved, what it cannot doalternatives
diagnostic_explain
MaheChadeffaud/stochastly-mcp
unknownExplains a specific diagnostic.alternatives
jbp1lot_sysdiagnose
castdrian/jb-p1lot
unknownGenerate a sysdiagnose archivealternatives
diagnose_connection
epics-mcp
unknownDiagnose connection issues for a PV across planes.alternatives
sysdiagnose
castdrian/jb-p1lot
unknownRun sysdiagnose on the devicealternatives
diagnostics_catalog
MaheChadeffaud/stochastly-mcp
unknownLists available diagnostics for analysis.alternatives

FAQ

What are the most reliable diagnostics MCP tools right now?

As of the latest check, Glimind tracks 12 diagnostics 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 diagnostics 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 diagnostics 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.

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