ScholarAI

Automate web browsers remotely on a cloud environment.

MCP server built on FastMCP with 3 core services: ScrapeCreators API (Google Ads Transparency), SQLite media cache, & Gemini AI for video analysis. Exposes 7 tools for ad search, retrieval, AI media analysis & cache mgmt. Uses intelligent caching in ~/.cache/google-ads-mcp/ to avoid redundant calls. Handles images (Claude vision) & videos (Gemini) with full error handling.

Access and analyze Postgres databases with read-only queries.

Enables dynamic creation of customized MCP servers using the MCP SDK to automate setup and manage tools and resources for specialized AI applications.

Integrates with GitHub's issue tracking system to enable listing and creating issues, facilitating automated issue management and workflow integration.

Create flashcards and study/remember anything you care about with spaced repetition reviews on Rember.