An MCP server, CLI, and local dashboard that scores GitHub repository health and ranks good first issues using maintainer responsiveness, PR merge rate, commit recency, contributor activity, and issue freshness.
Prices and medians update for the tier you select.
Compare at
ContribScout · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
ContribScout doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
16th pctile
10 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$30/mo
3 priced · $21–$2515 mid 50%
Price spectrum · Pro plans · 4 of 8 providers priced · log scale · $12 → $5000/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)ContribScout has no comparable Pro price — not plotted
Products in this market
Ranked by how closely each one matches ContribScout's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.
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.
