Assessment Intelligence

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

Add to Cursor Add in Claude Add to VS Code Run on PlugMCP

1{2  "mcpServers": {3    "ai.saifs-assessment-intelligence": {4      "url": "https://assessment-intelligence-mcp.saifs.ai/mcp",5      "headers": {}6    }7  }8}

.cursor/mcp.jsonMCP server

Transport: http
Status: Remote

Power your agent

Add this server

The publisher's own URL. Not a PlugMCP endpoint.

Add to Cursor Add in Claude Add to VS Code Run on PlugMCP

Host a copy with our keys and logs.

Server URL

https://assessment-intelligence-mcp.saifs.ai/mcp

The Claude button above opens Claude with the name and URL filled in. You still confirm it there.

shClaude Code

1claude mcp add --transport http ai.saifs-assessment-intelligence https://assessment-intelligence-mcp.saifs.ai/mcp

Run in a terminal.

jsonClaude Desktop

1{2  "mcpServers": {3    "ai.saifs-assessment-intelligence": {4      "command": "npx",5      "args": [6        "-y",7        "mcp-remote",8        "https://assessment-intelligence-mcp.saifs.ai/mcp"9      ]10    }11  }12}

claude_desktop_config.json

Remote · HTTPPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Remote

Transport: http
Version: 1.0.1
Last checked: 2026-10-28

Stars: —
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install Assessment Intelligence?

Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Assessment Intelligence need an API key?

No required environment variable is listed on this record.

What transport does Assessment Intelligence use?

Assessment Intelligence is reached over HTTP.

When was Assessment Intelligence last checked?

Last checked 2026-10-28. Analyse tests for item quality, true ability, reliability and learner mastery.

From the publisher

Documentation

SAIFS AI — MCP servers

Hosted Model Context Protocol servers from SAIFS AI for sales, inventory, marketing, HR, education, logistics, collections, procurement, 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.

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.

Support

Open an issue or visit https://saifs.ai.

License

The documentation and configuration in this repository are MIT licensed. Use of the hosted services is subject to SAIFS AI's terms.

Assessment Intelligence

ai.saifsClaim this server

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

Add to Cursor Add in Claude Add to VS Code Run on PlugMCP

GitHub Website

Add to Cursor Add in Claude Add to VS Code Run on PlugMCP

1{2  "mcpServers": {3    "ai.saifs-assessment-intelligence": {4      "url": "https://assessment-intelligence-mcp.saifs.ai/mcp",5      "headers": {}6    }7  }8}

.cursor/mcp.jsonMCP server

Transport: http
Status: Remote

Power your agent

Add this server

The publisher's own URL. Not a PlugMCP endpoint.

Add to Cursor Add in Claude Add to VS Code Run on PlugMCP

Host a copy with our keys and logs.

Server URL

https://assessment-intelligence-mcp.saifs.ai/mcp

The Claude button above opens Claude with the name and URL filled in. You still confirm it there.

shClaude Code

1claude mcp add --transport http ai.saifs-assessment-intelligence https://assessment-intelligence-mcp.saifs.ai/mcp

Run in a terminal.

jsonClaude Desktop

1{2  "mcpServers": {3    "ai.saifs-assessment-intelligence": {4      "command": "npx",5      "args": [6        "-y",7        "mcp-remote",8        "https://assessment-intelligence-mcp.saifs.ai/mcp"9      ]10    }11  }12}

claude_desktop_config.json

Remote · HTTPPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Remote

Transport: http
Version: 1.0.1
Last checked: 2026-10-28

Stars: —
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install Assessment Intelligence?

Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Assessment Intelligence need an API key?

No required environment variable is listed on this record.

What transport does Assessment Intelligence use?

Assessment Intelligence is reached over HTTP.

When was Assessment Intelligence last checked?

Last checked 2026-10-28. Analyse tests for item quality, true ability, reliability and learner mastery.

From the publisher

Documentation

SAIFS AI — MCP servers

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.

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

Support

Open an issue or visit https://saifs.ai.

License

The documentation and configuration in this repository are MIT licensed. Use of the hosted services is subject to SAIFS AI's terms.