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MCP server tool lists cost thousands of tokens before agent actions

Connecting to MCP servers incurs significant token costs before any agent actions are taken, as the full tool list is sent with every turn. A study of 33 servers revealed a wide distribution in costs, with some servers costing over 10,000 tokens just for their tool descriptions. The verbosity of schemas, not just the number of tools, drives these costs, and connecting multiple servers can quickly consume large context windows. Developers are advised to prune unnecessary servers and filter tool lists at the client level to mitigate these expenses. AI

IMPACT High token costs for tool descriptions in MCP servers could impact agent efficiency and increase operational expenses for AI applications.

RANK_REASON The item discusses the cost implications of a specific technical implementation (MCP server tool lists) rather than announcing a new product, research, or significant industry event.

Read on dev.to — MCP tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

MCP server tool lists cost thousands of tokens before agent actions

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  1. dev.to — MCP tag TIER_1 English(EN) · Aman ·

    The median MCP server costs 3,150 tokens before your agent calls anything

    <p>Every MCP server you connect sends its full tool list to the model before the model does anything. You pay for that list on every single turn, whether the agent uses one of those tools or none of them.</p> <p>I had a rough sense this was expensive. I did not have a number. So …