Shortlist Price Index MCP server
MCP serverDev toolsshortlist-price-index is a reference dataset of software entry prices across 16 categories, including ratings and the true three-year cost of ownership. Once added, your AI can look up typical pricing for a category of software, compare options, and factor real long-term costs into its answers. The data is published under a CC BY 4.0 license.
Use Shortlist Price Index MCP server in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Shortlist Price Index MCP server and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use Shortlist Price Index MCP server to list categories
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Add it, then ask your AI about pricing for a software category you are evaluating, for example the true three-year cost of tools in that category. Use the answers to compare options before you buy.
What your AI can do with it
- Look up entry prices for software in 16 categories
- Compare options using ratings alongside price
- Estimate the true three-year cost of a tool, not just the sticker price
- Answer budgeting questions with category-level price context
- Cite the source data, which is openly licensed (CC BY 4.0)
Install Shortlist Price Index MCP server
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user shortlist-price-index-mcp-server 'https://shortlist-mcp.vercel.app/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://shortlist-mcp.vercel.app/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=shortlist-price-index-mcp-server&config=eyJ1cmwiOiJodHRwczovL3Nob3J0bGlzdC1tY3AudmVyY2VsLmFwcC9tY3AifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://shortlist-mcp.vercel.app/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add shortlist-price-index-mcp-server --url 'https://shortlist-mcp.vercel.app/mcp'Run it once, then sign in with codex mcp login shortlist-price-index-mcp-server if the server asks for an account.
From the project's README
As published by ies86/shortlist-mcp in README.md.
An MCP (Model Context Protocol) server that gives AI agents software pricing data: entry prices (lowest paid plan per provider) for 16 categories, from VPNs and cloud backup to travel eSIMs and recruitment software. Prices are compiled from each provider's public pricing page and republished monthly since June 2026. Three categories (VPN, web hosting and cloud backup) are additionally measured by an automated pipeline that archives the source page behind every observation; the remaining categories are hand-curated. Published as open data under CC BY 4.0 by Orai Media.
Endpoint: https://shortlist-mcp.vercel.app/mcp (streamable HTTP, no auth, free)
Tools
| Tool | What it does |
|---|---|
list_categories | All tracked categories with slugs, units and currencies (11 USD/global + 5 Dutch EUR) |
get_price_index | Full index for one category: average, median, cheapest, every provider sorted by price, monthly history, methodology |
get_true_3yr_cost | Honest 3-year cost per provider (year 1 intro, years 2-3 at renewal), ranked by real total, with the renewal multiplier. Published for web hosting and antivirus today |
get_cheapest | The N cheapest providers in a category right now, with a link to the full comparison |
Every response includes a citation string and the CC BY 4.0 license note, so agents can attribute figures correctly.
Add to Claude Code
claude mcp add --transport http shortlist-prices https://shortlist-mcp.vercel.app/mcp
Add to any MCP client
{
"mcpServers": {
"shortlist-prices": {
"type": "http",
"url": "https://shortlist-mcp.vercel.app/mcp"
}
}
}
Example questions your agent can now answer
- "What does a VPN cost per month right now, and which three are cheapest?"
- "Compare travel eSIM prices per GB for a summer trip."
- "How much does an applicant tracking system cost for a single recruiter?"
- "Wat kost een wachtwoordmanager per maand in Nederland?"
Data
The server reads the live Price Index JSON endpoints of the Shortlist comparison sites (republished monthly, cached one hour) and the open dataset repository:
- Dataset with monthly history: https://github.com/ies86/shortlist-price-index
- Kaggle mirror: https://www.kaggle.com/datasets/ries86/shortlist-price-index
License: data CC BY 4.0 (attribution + link to the cited source site), code MIT.
Run locally
npm install
npm run dev
# MCP endpoint on http://localhost:3000/mcp
Self-host with Docker
The included Dockerfile builds a self-contained image of the same server (the production endpoint above is the hosted equivalent):
docker build -t shortlist-mcp .
docker run -p 3000:3000 shortlist-mcp
# MCP endpoint on http://localhost:3000/mcp
Built with mcp-handler on Next.js, deployed on Vercel.
Tools it offers (4)
What this server listed when Ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
list_categoriesget_price_indexget_true_3yr_costget_cheapest
Signals
- Last commit
- Jul 2026
Advanced
- Delivery
- shortlist-price-index MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-ies86-shortlist-price-index- Source
- github.com/ies86/shortlist-mcp
- Hosted endpoint
https://shortlist-mcp.vercel.app/mcp
github.com/ies86/shortlist-mcp