Market around Kavach

An open-source, on-device Indian PII shield that detects and masks Aadhaar, PAN, UPI, bank, phone and other personal data before it reaches ChatGPT, Claude, Gemini or AI assistants. Also available as a Python package, CLI scanner and MCP server.

Visit kavach.bigforge.tech ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

Kavach · 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

Kavach doesn't sell Pro

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

Market density

19th pctile

22 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 4 of 6 providers priced · log scale · $8 → $200/mo

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

Products in this market

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

MMCP servers8Ranked by similarity

Kavachthis listing

● MCP

no public price

aion-indian-market-intelligence-mcp

Youth4work MCP Server

AAgents1Ranked by similarity

Véu

● AGENT77% similar

no public price

OOther3Ranked by similarity

AAPIs1Ranked by similarity

IndiaInsurances

● API73% similar

no public price

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.