Market around Privacy First Search Lab

Open-source local document-search pipeline that ingests PDFs, performs vector retrieval with Qdrant, exposes read-only tools through MCP, and lets a local model use them via OpenCode and Ollama.

Visit github.com ↗Pricing page ↗

Explore the market

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

Compare at

Privacy First Search Lab · 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

Privacy First Search Lab doesn't sell Pro

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

Market density

41st pctile

9 competing vendors

Comparable listings · 30d

Flat

limited data · 0 priced comparables

Price spectrum · Pro plans · 1 of 1 providers priced · log scale · $80 → $80/mo

MCP servers◻ shaded = middle 50% · line = median (all types)Privacy First Search Lab has no comparable Pro price — not plotted

Products in this market

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

MMCP servers15Ranked by similarity