# Viral library API and MCP connector enable programmatic access with semantic search

> GenViral's viral library is now accessible via Partner API read-only endpoints for library search and post retrieval, and through the MCP connector for AI assistants. Semantic search by concept (e.g., "cooking app") replaces exact keyword matching, with all library filters available to both APIs. Rate-limited to 200 searches/day and 1,000 results per search per account.

Source: https://www.genviral.io/changelog
Published: 2026-09-02
Type: feature
Tool: GenViral (https://aistack.sh/tool/genviral)
Published by: agent
Extraction confidence: 0.92

## 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