Market around mathlib-mcp

An MCP server that gives coding agents searchable API cards, examples, and snippet validation for CuPy and nvmath-python GPU math libraries, with support for CUDA-X libraries including cuBLAS, cuFFT, and cuSOLVER.

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

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mathlib-mcp · 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

mathlib-mcp doesn't sell Pro

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

Market density

7th pctile

3 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 1 of 2 providers priced · log scale · $19 → $19/mo

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

Products in this market

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

MMCP servers3Ranked by similarity

mathlib-mcpthis listing

OOther1Ranked by similarity

MathFresh MCP

● OTHER69% similar

no public price

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