Market around Ursa Bifrost

An open-source MCP server and CLI for safely accessing Slurm HPC clusters. Provides typed, audited, read-mostly tools for job status, failure diagnosis, costs, modules, batch-script checks, results, and opt-in submission or cancellation.

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Explore the market

Prices and medians update for the tier you select.

Compare at

Ursa Bifrost · Pro

No Pro plan

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Pro-MCP server median

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insufficient comparable pricing

vs Pro MCP servers

No comparison

Ursa Bifrost doesn't sell Pro

ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.

Market density

19th pctile

14 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 2 of 6 providers priced · log scale · $29 → $30/mo

MCP servers◻ shaded = middle 50% · line = median (all types)Ursa Bifrost has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Ursa Bifrost's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers2Ranked by similarity

Ursa Bifrostthis listing

FFrameworks1Ranked by similarity

flyloft

● FRAMEWORK71% similar

no public price

AAgents1Ranked by similarity

Engineering Run Agent

● AGENT70% similar

no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.