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MCP server consumes 24k tokens just by connecting - makes it unusable

Luis Rudge
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January 5, 2026

For reference, asking "1+1?" with Jira MCP enabled costs 24,488 tokens. The same query without it costs a few hundred.

This is a significant problem because:

  • Most LLM context windows are 128k-200k tokens - Jira alone eats 12-20% just by existing
  • Users pay per token - this adds unnecessary cost to every single request
  • It makes the MCP impractical for real coding workflows where context is precious

The tool definitions being sent are clearly too verbose. Please consider trimming the schema descriptions or implementing lazy-loading for tool definitions.

 

Please implement dynamic tool discovery: https://modelcontextprotocol.io/legacy/concepts/tools#tool-discovery-and-updates

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Ibraheem Osama
Atlassian Team
Atlassian Team members are employees working across the company in a wide variety of roles.
January 5, 2026

Thanks Luis for the feedback, we will work on addressing this issue.

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Luis Rudge
I'm New Here
I'm New Here
Those new to the Atlassian Community have posted less than three times. Give them a warm welcome!
January 9, 2026

Thanks!

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