SERVER

preflight

Rank #92,571

glama/bulukaka/preflight

Provides coding agents with pre-flight cost estimation by analyzing local logs to forecast token usage and quota impact before expensive work, exposing tools for remaining quota, per-task cost estimates, and attempt affordability.

First listed
Sep 5, 2026
Last publish date
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OVERVIEW

preflight is a Model Context Protocol (MCP) server published by bulukaka. It ranks #92,571 of 137,492 servers tracked on MCP Toplist. preflight is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 5, 2026.

STANDING
#92,571of 137,492 tracked servers

Ranks ahead of 44,921 of 137,492 servers on MCP Toplist.

CONNECT

Use preflight

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

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MCP Toplist: #92,571 of 137,492
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REGISTRIES

Listed on 1 registry

ORGANIZATION

bulukaka

Organization
Servers in org
1
Versions across org
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains preflight?
preflight is maintained by bulukaka, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is preflight listed on the Official MCP Registry?
preflight is not on the Official MCP Registry. It is listed on Glama.
How many versions does preflight have?
preflight ships as a single rolling release with no explicit version metadata.
Where can I find the source code for preflight?
The source code for preflight is hosted at github.com/bulukaka/preflight.
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