Market around Env Doctor

GPU environment diagnostic tool that detects and fixes CUDA/driver/library mismatches for Python AI developers. Exposes diagnostics via MCP server for AI assistants like Claude.

Visit mitulgarg.github.io ↗Pricing page ↗

Pricing (0 buyer tiers · 1 plan)

Free plan available Free

As parsed from mitulgarg.github.io/env-doctor/ on 2026-11-01.

Explore the market

Prices and medians update for the tier you select.

Compare at

Env Doctor · Pro

No Pro plan

—

Pro-MCP server median

$32.83

across 4 priced MCP servers

vs Pro MCP servers

No comparison

Env Doctor doesn't sell Pro

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

Market density

27th pctile

34 competing vendors

Comparable listings · 30d

—

MCP servers · Pro median

$32.83/mo

4 priced · —–— mid 50%

Platforms · Pro median

$29/mo

3 priced · —–— mid 50%

Price spectrum · Pro plans · 9 of 11 providers priced · log scale · $9 → $49/mo

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

Products in this market

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

MMCP servers4Ranked by similarity

Env Doctorthis listing

Simple Custom MCP Server with Python

● MCP70% similar

no public price

FFrameworks3Ranked by similarity

faultbench

● FRAMEWORK72% similar

no public price

MCP Builder Kit

● FRAMEWORK71% similar

no public price

Booklib

● FRAMEWORK70% similar

no public price

AAgents2Ranked by similarity

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.