Market around CNCshifuLLM

An LLM-powered CNC maintenance agent that diagnoses equipment alarms and structures or refines repair documents into six modules, including diagnosis, repair plans, skills, labor hours, parts, and preventive maintenance.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

CNCshifuLLM · Pro

No Pro plan

—

Pro-agent median

$109

across 5 priced agents

vs Pro agents

No comparison

CNCshifuLLM doesn't sell Pro

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

Market density

13th pctile

12 competing vendors

Comparable listings · 30d

—

Agents · Pro median

$109/mo

5 priced · $50–$399 mid 50%

MCP servers · Pro median

$31.53/mo

4 priced · —–— mid 50%

Agents cost 3.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 15 of 16 providers priced · log scale · $19 → $399/mo

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

Products in this market

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

AAgents6Ranked by similarity

CNCshifuLLMthis listing

● AGENT

no public price

Maintenance prediction agent

● AGENT71% similar

no public price

Asset Performance Management Agent

AI Maintenance CoPilot

MMCP servers1Ranked by similarity

waterjet-mcp

● MCP71% 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.