Dynamic Pricing & Overbooking

Name: Dynamic Pricing & Overbooking
Author: Saify-Technologies

by Saify-Technologiesversion 1.0.0i★ –iRuns in the cloud

Registry nameai.saifs/revenue-optimization

Install

Overview

Description from the maker (original English)

Set prices, protection levels and overbooking limits from demand and remaining capacity.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi3 of 3 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Other

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 3 of 3 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp

Run this in your terminal

claude mcp add --transport http revenue-optimization https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "revenue-optimization": {
      "url": "https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "revenue-optimization": {
      "type": "http",
      "url": "https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

The server asks you to sign in before it lists its tools.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain saifs.ai (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
✓ Pass
Endpoint responds
Responded in 832 ms (HTTP 401)
✓ Pass
Sign-in with OAuth
Declares OAuth sign-in, so your AI app can take you to log in
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 32661 servers in this category
Published to the registry more recently than 80% of the other 32661 servers in this category
Basic checks equal to or better than 100% of the other 32661 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Dynamic Pricing & Overbooking safe?

It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 8 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Claude Checkpoint MCP

Alternatives

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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Dynamic Pricing & Overbooking

Yield-management math over booking, capacity and price data for perishable capacity — hotel rooms, event tickets, rental equipment, clinic slots, restaurant covers. Recommends the price now, protection levels for higher-value segments, elasticity, a safe overbooking limit, and alerts when booking pace runs ahead or behind. Returns ranges and the probability of denying service; it does not auto-execute prices.


Registry name	`ai.saifs/revenue-optimization`
Endpoint	`https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp`
Transport	Streamable HTTP (remote, nothing to install)
Auth	OAuth 2.1 — PKCE (S256) and dynamic client registration; your client opens a sign-in page on first use
Publisher	SAIFS AI

Install

VS Code / GitHub Copilot

Add to .vscode/mcp.json (workspace) or your user mcp.json:

"servers": { "saifs-revenue-optimization": { "type": "http", "url": "https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp" } } }

Then start the server from the MCP view and sign in when prompted.

Claude (claude.ai, Desktop)

Settings → Connectors → Add custom connector, and paste:

https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp

Claude Code

claude mcp add --transport http saifs-revenue-optimization https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp

Any other MCP client

Point it at https://revenue-optimizer-mcp-microsoft.saifs.ai/mcp using the Streamable HTTP transport. The server returns 401 with a WWW-Authenticate: Bearer … resource_metadata=… challenge, so OAuth-aware clients sign in automatically.

Tools

Tool	What it does
`denied_service_risk`	Probability and expected number of customers turned away at a booking limit.
`estimate_elasticity`	How demand responds to price from price and sales history.
`explain_recommendation`	The revenue-management logic and assumptions behind a recommendation.
`optimal_overbooking`	Booking limit that maximises expected profit given show-up rate.
`optimize_price`	Recommended price now from remaining capacity, days to deadline and demand.
`protection_levels`	How much capacity to protect for higher-value segments (Littlewood / EMSR).
`recommend_overbooking`	Safe overbooking level from no-show rate, capacity and costs.
`show_rate_estimate`	Show-up rate by route, day or segment with confidence.
`watch_booking_pace`	Alert when booking pace runs ahead or behind, triggering price moves.

Example prompts

“How many rooms should we overbook?”
“Set fare buckets for next week”
“What price maximizes revenue?”

Support

Website: https://saifs.ai
Issues: https://github.com/Saify-Technologies/saifs-ai-mcps-docs/issues
Privacy: https://saifs.ai/privacy_policy

Dynamic Pricing & Overbooking

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

Claude Checkpoint MCP

README from the maker

Dynamic Pricing & Overbooking

Install

VS Code / GitHub Copilot

Claude (claude.ai, Desktop)

Claude Code

Any other MCP client

Tools

Example prompts

Support