Market around Step Engineer

An open-source harness for agent-driven constrained optimization. It explores implementation or policy variants in isolated copies, evaluates them against fixed checks, preserves qualifying results, and returns patches with verification evidence via MCP or CLI.

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Prices and medians update for the tier you select.

Compare at

Step Engineer · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

Step Engineer doesn't sell Pro

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

Market density

11th pctile

6 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 2 of 4 providers priced · log scale · $20 → $59/mo

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

Products in this market

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

OOther2Ranked by similarity

Step Engineerthis listing

FFrameworks1Ranked by similarity

ScaffoldScope

● FRAMEWORK71% similar

no public price

MMCP servers1Ranked by similarity

SpecLock - AI Constraint Engine

● MCP70% similar

no public price

AAgents1Ranked by similarity

CrossRepro

● 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.