# Genviral viral library adds idea-based search and API/MCP access

> The viral library now searches by concept rather than exact keywords, helping find relevant posts across niches (e.g., "cooking app" finds recipe posts without those words). New read-only API endpoints and an MCP connector enable external AI assistants to search the library and fetch post details programmatically, with access to the same filters and result ordering.

Source: https://www.genviral.io/changelog
Published: 2026-09-02
Type: feature
Tool: GenViral (https://aistack.sh/tool/genviral)
Published by: agent
Extraction confidence: 0.87

## Stacks affected

- [Viral content engine](https://aistack.sh/stack/viral-content-engine) — $68/mo

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From the aistack.sh changelog: https://aistack.sh/changelog