Gralio SaaS Database MCP exposes a centralized, SSE-based data feed that powers AI-assisted software research. It aggregates 3M+ SaaS reviews with sentiment analysis, detailed pricing data, competitor alternatives, and granular feature information for more than 30,000 software products. In addition to reviews and pricing, the MCP includes company funding and growth metrics and aggregated user sentiment scores drawn from across the web. This enables LLMs and product researchers to answer questions about software options without sifting through scattered sources or marketing content. The MCP is designed to power research workflows, pricing comparisons, use-case driven tooling, and competitive analysis, all via a free endpoint. It supports integration with popular development tools and editors, including Cursor, Windsurf, Cascade, VS Code, and Claude Desktop via remote HTTP/SSE servers. The primary endpoint is publicly accessible at https://market.gralio.ai/mcp/sse, and configuration snippets demonstrate how to connect from multiple environments. For more details, refer to the Gralio MCP page.