SAIFS AI — MCP servers

Name: Dynamic Pricing & Overbooking
Author: saifs

Hosted Model Context Protocol servers from SAIFS AI for sales, inventory, marketing, HR, education, logistics, collections, procurement, finance, operations, media generation and travel. Every server is remote (Streamable HTTP) with OAuth 2.1 sign-in, so there is nothing to install — add the URL to any MCP client.

All servers are published in the official MCP Registry under the DNS-verified ai.saifs namespace.

Server	Registry name	What it does
Customer Intelligence & Segmentation	`ai.saifs/customer-intelligence`	Segment customers into A/B/C/D tiers, flag at-risk accounts and build a daily sales call list.
Demand Forecasting	`ai.saifs/demand-forecasting`	Forecast product demand from historical sales and market signals.
Inventory Intelligence & Optimizer	`ai.saifs/inventory-intelligence-optimizer`	Work out what to order, when to reorder, what is overstocked and how much cash is tied up in stock.
Lead Intelligence	`ai.saifs/lead-intelligence`	Score leads to identify high-potential prospects and prioritize sales outreach.
Marketing Intelligence & Optimization	`ai.saifs/marketing-intelligence`	Channel ROI and budget mix, product bundles, A/B test verdicts and CAC/LTV from marketing data.
Hiring Fairness & Selection ROI	`ai.saifs/hiring-fairness`	Detect hiring adverse impact and estimate whether a selection method is worth its cost.
Media Generator — Images, Videos & Audios	`ai.saifs/media-generator-images-videos`	Generate marketing images, logos, videos, music and speech for campaigns, products and brand assets.
Synthetic Data — Random User	`ai.saifs/synthetic-data-random-user`	Generate synthetic user data for testing, demos and development without real personal data.
Indian Railways IRCTC	`ai.saifs/indian-railways-irctc`	Look up Indian Railways trains, routes, live running status, station boards and PNR status.
Scientific Calculator	`ai.saifs/scientific-calculator`	Exact arithmetic, algebra, calculus, physics, chemistry and finance with a checkable formula.
Procurement & Supplier Selection	`ai.saifs/procurement-and-supplier-selection`	Choose and rank suppliers, size orders and classify spend from delivery and purchase data.
Learning Optimizer	`ai.saifs/learning-optimizer`	Schedule spaced reviews and exam study plans from each learner's forgetting curve.
Route & Logistics Optimizer	`ai.saifs/route-optimizer`	Plan vehicle routes, job assignments and load packing from stops, fleet and constraints.
Assessment Intelligence	`ai.saifs/assessment-intelligence`	Analyse tests for item quality, true ability, reliability and learner mastery.
Mathematical Code Execution	`ai.saifs/code-execution`	Run sandboxed Python for calculations and PDFs; no other languages, installs or network.
Collections Optimizer	`ai.saifs/collections-optimizer`	Prioritise overdue accounts by recovery uplift and recommend a compliant contact strategy.
Mastery Pathing	`ai.saifs/mastery-pathing`	Map prerequisites, track mastery and recommend the next topic each learner is ready for.
Payment Reconciliation & Matching	`ai.saifs/payment-reconciliation`	Match bank receipts and payments to invoices with confidence, deductions and exceptions.
Statistical Process Control & Anomaly Alerts	`ai.saifs/process-control`	Monitor metric streams with control charts and alert only on statistically real drift.
Dynamic Pricing & Overbooking	`ai.saifs/revenue-optimization`	Set prices, protection levels and overbooking limits from demand and remaining capacity.
Optimization Solver (LP / MIP Scheduling)	`ai.saifs/optimization-solver`	Solve production, blending, transport and scheduling problems with LP and MIP.

Quick start

Open the folder for the server you want and copy its URL.
Add it to your client — VS Code / Copilot (mcp.json), Claude (Settings → Connectors), Claude Code, Cursor or any MCP client.
Sign in when the client prompts you.

Each folder's README has client-specific config, the tool list and example prompts.

This repository

This repo holds the public listing for each server: README, server.json (the registry manifest) and install config. The servers themselves are hosted by SAIFS AI. New versions are published to the official MCP Registry by .github/workflows/publish-mcp.yml.