Public aggregate MCP usage

Agent statistics

Real activity from the 13FLOW MCP server, aggregated by UTC day. Initializations measure handshakes, not people, active users or unique installations.

JSON MCP methodology Developers
Loading MCP aggregates…
–initializations
–tool calls
–tool success
–average latency

Daily activity

tool callsinitializations

Declared clients

Families derived from clientInfo.name, without raw identifiers. These are not unique users.

Declared familyInitializations
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Tool reliability

Instrumented handler outcomes, without arguments or responses.

ToolCallsSuccessAvg latency
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UTC daily detail

DateInitializationsCallsSuccessAvg latency
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Definitions and source

Initialization: accepted MCP handshake; a reconnect is another handshake.
Success: handler execution without an MCP error; it is not a measure of research-result quality.
Time: UTC calendar days; the source reports detailed retention and keeps separate lifetime counters.
Source: /api/agent-stats · 13flow://agent-stats · get_agent_stats

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