Comparison

ai.cobbles/cobbles vs ai.atlaso/mcp

A real, evidence-based comparison — every grade below comes from the same methodology applied to both servers, not a subjective ranking.

Server details

ai.cobbles/cobbles

The shared task board for teams and their AI agents — connect over OAuth, every action signed.

C
Remote server — connect via: https://api.cobbles.ai/mcpFull assessment
ai.atlaso/mcp

AI memory layer — one shared, persistent memory across every AI tool you connect.

F
Remote server — connect via: https://mcp.atlaso.ai/mcpFull assessment

Grade comparison

Dimensionai.cobbles/cobblesai.atlaso/mcp
SafetyPendingC
FreshnessPendingC
MaintenancePendingF
ProvenanceCC

A dimension marked “Pending” hasn’t been graded yet for that server — never a guessed score. See methodology for how each grade is calculated.

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