AGL Agency Capacity
Agency capacity math, benchmarks, client context templates and an AI approval checklist.
Connect it
Settings → Connectors → Add custom connector
URL: https://connect.agilegrowthlabs.com/capacitySettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://connect.agilegrowthlabs.com/capacity{
"mcpServers": {
"agency-capacity": {
"url": "https://connect.agilegrowthlabs.com/capacity"
}
}
}claude mcp add --transport http agency-capacity https://connect.agilegrowthlabs.com/capacity{
"servers": {
"agency-capacity": {
"type": "http",
"url": "https://connect.agilegrowthlabs.com/capacity"
}
}
}7 tools, verified live
capacity_checkread-onlyEstimates an agency's accounts per account manager, yearly coordination cost, and how many more accounts the same team could carry at a target ratio. Use when the user shares client and team numbers and asks about capacity, hiring, or account manager load. Returns an estimate, not a guarantee.
rebrief_taxread-onlyEstimates the monthly hours and cost a team spends explaining clients to AI tools before they do useful work. Use when the user asks what re-briefing AI or re-pasting client context costs.
capacity_benchmarksread-onlyReturns published benchmarks on accounts per account manager, time spent re-briefing AI, and rework of AI output, each with its source link. Use when the user asks what is normal for agencies.
client_context_templateread-onlyReturns a fill-in template for a 1-file client context document (goals, voice, claims rules, priorities, approvals, decisions) for a service line. Use when the user wants AI tools or new teammates to stop needing a client re-brief.
approval_checklistread-onlyReturns an 8-check review list for AI-drafted client work, plus checks for the service line and how much review each risk level needs. Use when the user asks how to QA AI output before it reaches a client.
define_termread-onlyDefines an agency AI operations term, such as Portable Delivery Intelligence, accounts per person, re-brief tax, or AI operations sprawl. Leave term empty to list all terms.
add_to_benchmarkAdds 1 anonymous response to the Agency Capacity Benchmark run by Agile Growth Labs. Only call when the user explicitly agrees to share their numbers. Stores no name, email, or company. Max 3 per day per network.
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