Market around vecscope

An open-source CLI and MCP server that deterministically diagnoses embedding spaces and vector indexes for AI agents, covering geometry, corpus hygiene, ANN recall, and HNSW/IVF configurations.

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Explore the market

Prices and medians update for the tier you select.

Compare at

vecscope · Pro

No Pro plan

—

Pro-provider median

—

insufficient comparable pricing

vs Pro providers

No comparison

vecscope doesn't sell Pro

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

Market density

28th pctile

38 competing vendors

Comparable listings · 30d

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MCP servers · Pro median

$75.63/mo

4 priced · —–— mid 50%

Price spectrum · Pro plans · 6 of 8 providers priced · log scale · $5 → $99/mo

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

Products in this market

Ranked by how closely each one matches vecscope'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

vecscopethis listing

● OTHER

no public price

PPlatforms2Ranked by similarity

ContextIQ

● PLATFORM74% similar

$5/mo Pro

Callimachus

● PLATFORM70% similar

no public price

AAgents1Ranked by similarity

Ambit

● AGENT72% similar

no public price

MMCP servers5Ranked 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.