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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

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Publisher portfolio

saifs.ai

Explore the MCP servers published by saifs.ai, with independent connection checks, performance measurements, and setup instructions for each project.

Listed servers
21

Active projects in this portfolio. Deleted and deprecated registry rows are excluded.

Sampled servers
21

Active servers with a recorded connection probe

Latest probe connected
0

Latest stored probe connected. This is not a live guarantee.

Repositories
1

Distinct source repositories linked by the active listings

Portfolio overview

MCP servers

Compare connection status and measurements. Open a server for its tools, check results, and client configuration.

Dated server measurements. The status describes the last probe or a listed authentication requirement. Checks that have not been measured are not failures. Open a server to inspect the evidence.
Server / capabilityLast probeMedian latencyChecks passedLast checked
Assessment Intelligence

Analyse tests for item quality, true ability, reliability and learner mastery.

OtherOther

Requires authNot measured5 / 22
Collections Optimizer

Prioritise overdue accounts by recovery uplift and recommend a compliant contact strategy.

OtherOther

Requires authNot measured5 / 22
Customer Intelligence & Segmentation

Analyze customer data to make segmentation and predict which customer to focus on for more sales.

OtherOther

Requires authNot measured5 / 22
Demand Forecasting

Forecast product demand using historical sales and market signals.

OtherOther

Requires authNot measured5 / 22
Dynamic Pricing & Overbooking

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

OtherOther

Requires authNot measured5 / 22
Hiring Fairness & Selection ROI

Detect hiring adverse impact and estimate whether a selection method is worth its cost.

ProductivityFile & docs

Requires authNot measured5 / 22
Indian Railways IRCTC

Indian Railways IRCTC helps you to view, track trains schedules, ticket status and more.

OtherOther

Requires authNot measured5 / 22
Inventory Intelligence & Optimizer

Analyze inventory levels and optimize stock allocation to reduce waste and avoid stockouts.

Finance & CryptoPayments & trading

Requires authNot measured5 / 22
Lead Intelligence

Analyze and score leads to identify high-potential prospects and prioritize sales outreach.

Marketing & SalesData access / search

Requires authNot measured5 / 22
Learning Optimizer

Schedule spaced reviews and exam study plans from each learner's forgetting curve.

OtherOther

Requires authNot measured5 / 22
Marketing Intelligence & Optimization

Analyze Product performance on Platforms like youtube, instagram etc. To optimize Marketing.

Marketing & SalesData access / search

Requires authNot measured5 / 22
Mastery Pathing

Map prerequisites, track mastery and recommend the next topic each learner is ready for.

OtherOther

Requires authNot measured5 / 22
Mathematical Code Execution

Run sandboxed Python for calculations and PDFs; no other languages, installs or network.

OtherOther

Requires authNot measured5 / 22
Media Generator — Images, Videos & Audios

Generate marketing images, videos and audios for campaigns, product content, and brand assets.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Optimization Solver (LP / MIP Scheduling)

Solve production, blending, transport and scheduling problems with LP and MIP.

OtherOther

Requires authNot measured5 / 22
Payment Reconciliation & Matching

Match bank receipts and payments to invoices with confidence, deductions and exceptions.

Finance & CryptoPayments & trading

Requires authNot measured5 / 22
Procurement & Supplier Selection

Choose and rank suppliers, size orders and classify spend from delivery and purchase data.

OtherOther

Requires authNot measured5 / 22
Route & Logistics Optimizer

Plan vehicle routes, job assignments and load packing from stops, fleet and constraints.

OtherOther

Requires authNot measured5 / 22
Scientific Calculator

Exact arithmetic, algebra, calculus, physics, chemistry and finance with a checkable formula.

OtherOther

Requires authNot measured5 / 22
Statistical Process Control & Anomaly Alerts

Monitor metric streams with control charts and alert only on statistically real drift.

OtherOther

Requires authNot measured5 / 22
Synthetic Data — Random User

Generate synthetic random user data for testing, demos, and development without using real persona.

OtherAI / LLM tooling

Requires authNot measured5 / 22

Company & identity

About saifs.ai

saifs.ai publishes MCP servers under the ai.saifs namespace. This namespace uses a reverse-domain identity in the directory.

Namespace verification connects the publisher to its registry identity. It does not certify the security of individual servers.

Source repositories