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Market around mcp-defense-bench (Python)

Open-source Python benchmark for evaluating MCP server defenses against attack corpora and benign tool traffic. Includes a scorer, CLI, pytest regression plugin, and optional FastMCP middleware adapter.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
mcp-defense-bench (Python) · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
mcp-defense-bench (Python) doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
68th pctile
253 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$29/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 3 of 3 providers priced · log scale · $15 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)mcp-defense-bench (Python) has no comparable Pro price — not plotted

Products in this market

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

OOther29Ranked by similarity
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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.