Market around Ask-a-Friend

An open-source, self-hosted MCP server that lets AI agents request a second opinion from Claude or Gemini models on Vertex AI, with PII scrubbing before requests leave the user's Google Cloud project.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

Ask-a-Friend · Pro

No Pro plan

—

Pro-provider median

—

insufficient comparable pricing

vs Pro providers

No comparison

Ask-a-Friend doesn't sell Pro

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

Market density

35th pctile

37 competing vendors

Comparable listings · 30d

—

MCP servers · Pro median

$40.83/mo

7 priced · $14.5–$119 mid 50%

Price spectrum · Pro plans · 8 of 11 providers priced · log scale · $9 → $149/mo

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

Products in this market

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

OOther3Ranked by similarity