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Market around MDEngine

Molecular-dynamics workbench and LAMMPS MCP server for Claude and other AI agents. Runs LAMMPS/ReaxFF simulations, manages background jobs, inspects trajectories, and renders results through macOS, CLI, or hosted GPU interfaces.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at
MDEngine · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
MDEngine doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
25th pctile
30 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 1 of 2 providers priced · log scale · $20 → $20/mo
Agents◻ shaded = middle 50% · line = median (all types)MDEngine has no comparable Pro price — not plotted

Products in this market

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

OOther1Ranked by similarity
MDEnginethis listing
● OTHER
no public price
MMCP servers5Ranked by similarity
Observability-Demo
● MCP76% similar
no public price
Zen MCP
● MCP72% similar
no public price
Auto-LAMMPS MCP
● MCP71% similar
no public price
Polyagent
● MCP70% similar
no public price
Sim Lab
● MCP70% similar
no public price
PPlatforms3Ranked by similarity
KI
KinetAios
● PLATFORM73% similar
no public price
Open Cowork
● PLATFORM70% similar
no public price
Vector
● PLATFORM70% similar
no public price
AAgents1Ranked by similarity
Chemagent
● AGENT71% similar
no public price

Thin market — few comparable priced products; treat statistics as indicative.