Access SaaS Market Data and Reviews
A free MCP server exposing 3M+ SaaS reviews, pricing, alternatives, funding, and sentiment data for 30,000+ software products.
Why it matters
Leverage a comprehensive dataset of over 3 million SaaS reviews and 30,000 software products to gain insights into pricing, features, and market trends. Discover alternatives and understand user sentiment to inform strategic decisions.
Outcomes
What it gets done
Access detailed SaaS pricing and feature breakdowns.
Identify and compare competitor SaaS alternatives.
Analyze user sentiment and reviews for over 30,000 software products.
Track funding and growth metrics for SaaS companies.
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/vb-gralio-saas-database | bash Overview
Gralio SaaS Database MCP Server
A free hosted MCP server giving an AI assistant access to Gralio's database of 3M+ SaaS reviews, pricing, alternatives, and funding data for 30,000+ products. Use it for grounded software research and competitive intelligence instead of ad hoc web search; it is read-only and does not manage your own SaaS accounts.
What it does
This MCP server gives an LLM access to Gralio's database covering over 3 million SaaS reviews, detailed pricing data, competitor alternatives, ratings, funding information, growth metrics, user sentiment analysis, and functional feature data for more than 30,000 software products. The goal is to turn the connected model into a software research assistant that works from structured, comprehensive data rather than polluted web searches and marketing noise - all accessible through Gralio's free hosted MCP endpoint, with no local data hosting required.
Example use cases it supports include finding cheaper or easier alternatives to popular SaaS tools without sacrificing features, discovering tools that match specific feature requirements or use cases, scouting high-growth competitors in a market space before they become major threats, and getting a quick sentiment overview of what users are saying about a product across the web.
When to use - and when NOT to
Use it when you need grounded, aggregated data on SaaS products - pricing comparisons, alternative-tool discovery, competitor growth tracking, or review sentiment - instead of relying on an LLM's general knowledge or ad hoc web search. It is a read-only research data source, not a tool for managing your own SaaS subscriptions or configurations.
Capabilities
The server exposes Gralio's dataset through a single hosted MCP endpoint (https://market.gralio.ai/mcp/sse) rather than a set of individually named local tools: reviews and sentiment scores, pricing tiers and feature breakdowns, competitor and alternative mapping, and company funding/growth trajectories, all scoped to over 30,000 tracked software products.
How to install
Because the server is hosted remotely over SSE, integration is a matter of pointing your client at the endpoint. For Cursor, add to .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):
{
"mcpServers": {
"gralio": {
"url": "https://market.gralio.ai/mcp/sse"
}
}
}
Windsurf/Cascade uses the same JSON block added under Settings then Advanced Settings then Cascade; VS Code uses an equivalent servers block in .vscode/mcp.json with "type": "sse". Claude Desktop does not support remote SSE servers natively, so it needs a local bridge via supergateway:
npx -y supergateway --sse "https://market.gralio.ai/mcp/sse"
then the equivalent supergateway command block added to the Claude MCP configuration file, followed by restarting Claude Desktop.
Who it's for
Product researchers, buyers evaluating SaaS options, and competitive-intelligence teams who want an AI assistant to answer software comparison, pricing, alternatives, and market-sentiment questions from a structured dataset instead of unreliable web search - for example scouting cheaper alternatives to a tool already in use, or checking a competitor's funding trajectory and review sentiment before a market move.
Source README
Gralio SaaS Database MCP
🚀 Overview
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.
📊 Data Highlights
Our comprehensive database includes:
- 3M+ SaaS Reviews - In-depth user feedback and sentiment analysis
- Detailed Pricing Data - Comprehensive pricing tiers and feature breakdowns
- Competitor Alternatives - Identify and compare alternative solutions
- Company Funding & Growth - Track investment rounds and growth trajectories
- User Sentiment Scores - Aggregated sentiment from across the web
- Functional Feature Info - Granular details on product capabilities
🔍 Example Use Cases
Finding Cheaper or Easier Alternatives
Discover cost-effective alternatives to popular SaaS tools without compromising on features.
Discovering Tools by Use Case
Find the perfect tools based on specific feature requirements or use cases.
Scouting Trending Competitors
Identify high-growth competitors in your market space before they become major threats.
Quick Reviews Vibe Check
Get an overview of what users are saying about products across the web.
⚙️ Integration Instructions
Cursor Integration
To connect Gralio MCP to your Cursor editor, add the following configuration in either:
- Project Configuration: Create
.cursor/mcp.jsonin your project directory - Global Configuration: Create
~/.cursor/mcp.jsonin your home directory
{
"mcpServers": {
"gralio": {
"url": "https://market.gralio.ai/mcp/sse"
}
}
}
Windsurf & Cascade Integration
- Navigate to Windsurf settings (Settings > Advanced Settings)
- Scroll down to the Cascade section
- Add a new MCP server with the following configuration:
{
"mcpServers": {
"gralio": {
"url": "https://market.gralio.ai/mcp/sse"
}
}
}
VS Code Integration
Create or modify .vscode/mcp.json in your project's root directory:
{
"servers": {
"GralioSaaS": {
"type": "sse",
"url": "https://market.gralio.ai/mcp/sse"
}
}
}
Claude Desktop Integration
Claude Desktop supports remote HTTP/SSE MCP servers via supergateway:
Test Supergateway:
npx -y supergateway --sse "https://market.gralio.ai/mcp/sse"Configure Claude Desktop:
Add to your Claude MCP configuration file:{ "mcpServers": { "gralio_remote": { "command": "npx", "args": [ "-y", "supergateway", "--sse", "https://market.gralio.ai/mcp/sse" ] } } }Restart Claude Desktop for changes to take effect.
📧 Contact
For more details on the data and how to use it, please refer to our Gralio MCP Page.
FAQ
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