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Most reliable apps AI agent tools

As of the latest check, Glimind tracks 4 apps 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
apps
io.github.cedricziel/truenas-mcp
unknownManage installed apps and their containers.alternatives
apps
cedricziel/truenas-mcp
unknownList, show, config, containers, outdated images, upgrade summary, rollback versions, used ports.alternatives
apps:read
@flowdot.ai/mcp-server
unknownList, search, get apps and filesalternatives
apps:manage
@flowdot.ai/mcp-server
unknownCreate, update, delete, publish, code editing, file managementalternatives

FAQ

What are the most reliable apps MCP tools right now?

As of the latest check, Glimind tracks 4 apps 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 apps 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 apps 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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