Access a comprehensive database of over 30,000 SaaS products, including reviews, pricing, alternatives, and growth metrics.
Access 3+ million SaaS reviews, detailed pricing data, alternatives, ratings, funding information, growth metrics, user sentiment analysis, and functional feature data for over 30,000 software products.
Turn your LLM into the ultimate software research assistant—free from polluted web searches and marketing noise. All accessible via our free Gralio MCP endpoint.
Our comprehensive database includes:
Discover cost-effective alternatives to popular SaaS tools without compromising on features.
Find the perfect tools based on specific feature requirements or use cases.
Identify high-growth competitors in your market space before they become major threats.
Get an overview of what users are saying about products across the web.
To connect Gralio MCP to your Cursor editor, add the following configuration in either:
.cursor/mcp.json
in your project directory~/.cursor/mcp.json
in your home directory{
"mcpServers": {
"gralio": {
"url": "https://gralio.ai/mcp/sse"
}
}
}
{
"mcpServers": {
"gralio": {
"url": "https://gralio.ai/mcp/sse"
}
}
}
Create or modify .vscode/mcp.json
in your project's root directory:
{
"servers": {
"GralioSaaS": {
"type": "sse",
"url": "https://gralio.ai/mcp/sse"
}
}
}
Claude Desktop supports remote HTTP/SSE MCP servers via supergateway:
Test Supergateway:
npx -y supergateway --sse "https://gralio.ai/mcp/sse"
Configure Claude Desktop: Add to your Claude MCP configuration file:
{
"mcpServers": {
"gralio_remote": {
"command": "npx",
"args": [
"-y",
"supergateway",
"--sse",
"https://gralio.ai/mcp/sse"
]
}
}
}
Restart Claude Desktop for changes to take effect.
For more details on the data and how to use it, please refer to our Gralio MCP Page.
A local, high-performance memory server for AI agents, built with SQLite, vector embeddings, and a knowledge graph. Packaged for npm and Docker.
Query and analyze data with MotherDuck and local DuckDB
Connect to a Hologres instance, get table metadata, query and analyze data.
Real-time PostgreSQL & Supabase database schema access for AI-IDEs via Model Context Protocol. Provides live database context through secure SSE connections with three powerful tools: get_schema, analyze_database, and check_schema_alignment.
Official MCP Server from Atlan which enables you to bring the power of metadata to your AI tools
Interact with Snowflake databases to query and manage data.
An MCP server for integrating with SAP OData services, configured via environment variables.
Manage and query databases, tenants, users, auth using LLMs
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
Universal database MCP server supporting mainstream databases.