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Extract structured pricing tiers and addons from any SaaS pricing page URL. Built for AI agents.
Extract structured pricing tiers and addons from any SaaS pricing page URL. Built for AI agents.
Remote endpoints: streamable-http: https://api.priceparse.com/mcp/
Valid MCP server (2 strong, 4 medium validity signals). 1 known CVE in dependencies Imported from the Official MCP Registry.
Endpoint verified · Requires authentication · 2 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
This plugin requests these system permissions. Most are normal for its category.
Remote Plugin
No local installation needed. Your AI client connects to the remote endpoint directly.
Add this to your MCP configuration to connect:
{
"mcpServers": {
"io-github-larshiensch99-priceparse": {
"url": "https://api.priceparse.com/mcp/"
}
}
}From the project's GitHub README.
Any SaaS pricing page → clean JSON. Built for AI agents.
PriceParse is a remote API + MCP server that extracts structured pricing data from any SaaS pricing page URL. Send a URL, get tiers, prices, features, limits, and addons as a deterministic JSON schema.
https://api.priceparse.comPricing pages are built for human persuasion, not machine consumption. Dynamic JavaScript, interactive calculators, and feature toggles break naive scrapers. PriceParse handles all of that and returns the same JSON schema for every page — Linear, HubSpot, Datadog, whatever.
curl -X POST https://api.priceparse.com/v1/extract \
-H "Authorization: Bearer YOUR_KEY" \
-H "Content-Type: application/json" \
-d '{"url": "https://linear.app/pricing"}'
Returns:
{
"tiers": [
{
"name": "Free",
"price": 0,
"currency": "USD",
"billing_cycle": "monthly",
"features": [...],
"limits": {...}
},
...
],
"addons": [],
"confidence": 0.85
}
Hub pages without real tiers (e.g. AWS pricing) return HTTP 422 with hub_page_detected and a low confidence score, instead of returning garbage.
Get an API key by emailing info@priceparse.com — free tier is 100 extractions/month.
Remote MCP endpoint: https://api.priceparse.com/mcp/ (note the trailing slash).
Add this to your MCP client config:
{
"mcpServers": {
"priceparse": {
"url": "https://api.priceparse.com/mcp/",
"headers": {
"Authorization": "Bearer YOUR_KEY"
}
}
}
}
Exposes one tool: extract_pricing(url: str) -> dict.
Compatible with Claude Desktop, Cursor, Cline, Smithery, and any client supporting Streamable HTTP transport.
uv sync
uv run python -m src.mcp_server
| Endpoint | Method | Description |
|---|---|---|
/ | GET | Health check |
/v1/extract | POST | Extract pricing from a URL |
/mcp/ | POST | MCP Streamable HTTP transport |
All endpoints except / require a Bearer token in the Authorization header.
| Plan | Price | Extractions / mo |
|---|---|---|
| Free | $0 | 100 |
| Hobby | $19 | 1,500 |
| Team | $79 | 15,000 |
| Scale | $0.005/call | usage-based, $200/mo min |
| Enterprise | Custom | Unlimited + SLA |
Failed extractions don't count against quota.
FastAPI · MCP Python SDK · Anthropic Claude Sonnet 4.6 · Firecrawl (scraping) · Upstash Redis (response cache, 24h TTL) · Railway (deploy).
Proprietary. Contact info@priceparse.com for licensing terms.
Built by Lars Hiensch.
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