Assessment Intelligence

Name: Assessment Intelligence
Author: Saify-Technologies

by Saify-Technologiesversion 1.0.1i★ 4 (Stars for the whole repo)iRuns in the cloud

Registry nameai.saifs/assessment-intelligence

How to install

What it does

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

Connects Runs in the cloud
Account or key Sign in to the service when you connect (OAuth)
Category Other

Install

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

Passed 5/5 checks · What you ask goes through the maker’s server (assessment-intelligence-mcp.saifs.ai) · ✓ Commands checked Nov 13, 2026

First: which AI do you use?

ClaudeWeb · app · phoneChatGPTWebClaude CodeTerminalCursorCode editorVS CodeCode editorOtherOther apps

Pick your app and the steps appear below.

Works with Claude · about 2 min

No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it

Open Claude’s Connectors page
CustomizeConnectors
Done
Click “+ Add” → “Add custom connector” and fill in these 2 fields
Copy each value into the field with the same name in Claude, then click Continue
Name · NameAssessment Intelligence
Remote MCP server URL · Addresshttps://assessment-intelligence-mcp.saifs.ai/mcp
Leave Authentication as Claude detected it, then click Add
Done
Turn it on in a chat
+ConnectorsAssessment Intelligence
Done
Try it
Use Assessment Intelligence and tell me what you can do for me, then show me one thing
✓ If Claude says it is using Assessment Intelligence or shows a Assessment Intelligence tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with ChatGPT, depending on your plan

Full MCP: ChatGPT Business, Enterprise or Edu on the web · Pro: connects with read/fetch permissions, so tools that change data may not work · Plus: not confirmed in OpenAI’s docs; if you see an add-custom-MCP option on the Plugins page you can try these steps · web only

Open ChatGPT’s add-MCP page on the web
Plugins+Add custom MCP server
Done
Fill in the name and address
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Name · NameAssessment Intelligence
Connection · Addresshttps://assessment-intelligence-mcp.saifs.ai/mcp
Done
Pick Assessment Intelligence in a chat
Start a new chat and pick Assessment Intelligence from your plugins before typing
Done
Try it
Use Assessment Intelligence and tell me what you can do for me, then show me one thing
✓ If ChatGPT says it is using Assessment Intelligence or shows a Assessment Intelligence tool in the answer, you are connected

Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Claude Code · about 2 min

No key, nothing to install

Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Done

Paste this command and press Enter

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

Done

Type /mcp in Claude Code
You should see Assessment Intelligence listed as connected
Done
Try it
Use Assessment Intelligence and tell me what you can do for me, then show me one thing
✓ If Claude Code says it is using Assessment Intelligence or shows a Assessment Intelligence tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Cursor · about 2 min

No key, nothing to install

Click this button to open Cursor
Open in Cursor
Cursor asks you to confirm; click Install
Done
Open the AI chat in Cursor in Agent mode
Done
Try it
Use Assessment Intelligence and tell me what you can do for me, then show me one thing
✓ If Cursor says it is using Assessment Intelligence or shows a Assessment Intelligence tool in the answer, you are connected

Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with VS Code · about 2 min

No key, nothing to install

Click this button to open VS Code
Open in VS Code
VS Code asks you to confirm; click Install
Done
Open the AI chat in VS Code in Agent mode
Done
Try it
Use Assessment Intelligence and tell me what you can do for me, then show me one thing
✓ If VS Code says it is using Assessment Intelligence or shows a Assessment Intelligence tool in the answer, you are connected

Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

Address for apps that connect over the web

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

JSON settings are under “For developers” below

Stuck? Ask people who use Assessment Intelligence💬 Discussion →

For developers: Terminal commands and JSON settings

Over the web

Claude Code

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

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "assessment-intelligence": {
      "url": "https://assessment-intelligence-mcp.saifs.ai/mcp"
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "assessment-intelligence": {
      "type": "http",
      "url": "https://assessment-intelligence-mcp.saifs.ai/mcp"
    }
  }
}

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

At a glance

GitHub stars i: 4 (Stars for the whole repo)
This repo holds several MCP listings; its stars count once in rankings
Downloads per weeki: Not on npm/PyPI
Verified domain: ✓ saifs.ai
Licence i: MIT
Connection: Runs in the cloud
Transport: streamable-http
Latest versioni: 1.0.1
Categoryi: Other
Published to registryi: Oct 27, 2026
Code last changedi: Oct 29, 2026
Maker: Saify-Technologies
Repo: Saify-Technologies/saifs-ai-mcps-docs
Website: saifs.ai
Registry status: Active

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

Claude ChatGPT Goose LM Studio Msty Studio Cherry Studio Cursor VS Code + GitHub Copilot Visual Studio Windsurf (Devin Desktop)Zed Kiro Cline Continue JetBrains AI Assistant Claude Code Codex CLI Gemini CLI OpenCode nodecode Warp LibreChat Open WebUI Raycast

All apps, with pros and cons →

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 13, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain saifs.ai (the registry checks domain ownership)
✓ Pass
Still maintained
Code last changed 15 days ago
✓ Pass
Has a licence
Uses MIT
✓ Pass
Endpoint responds
Responded in 280 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

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

No posts yet. Be the first to ask or share.

Posts here are written by users, not the PopNx team.

User reviews

No reviews yet

Compared with others in Otheri

More stars than 0% of the other 19453 servers in this category
Published to the registry more recently than 71% of the other 19453 servers in this category
Basic checks equal to or better than 100% of the other 19453 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 Assessment Intelligence safe?

It passed 5 of 5 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 15 days ago, and the latest version (1.0.1) reached the registry 17 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 on the web (full MCP on Business and above; Pro read-only).

What can I use instead?

In the same category: World Monitor, Claude Flow, Windmill

Others in the same category

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

World Monitor

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by koala73Widely used★ 90.5KUpdated yesterday

Runs in the cloud✓ service owner · worldmonitor.app

How to connect

Claude Flow

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

by ruvnetWidely used↓ 13.5K/wk★ 81.5KUpdated 14 months ago

Runs on your computer

Install

Windmill

Run Windmill scripts and flows and manage jobs, schedules, resources and variables.

by windmill-labsWidely used★ 18.6KUpdated yesterday

Runs in the cloud

How to connect

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.

Assessment Intelligence

Psychometric analysis over assessment response data: Item Response Theory for item difficulty / discrimination / guessing, true ability (θ) separate from test difficulty, Cronbach’s alpha reliability, computerized adaptive next-item selection, and Bayesian Knowledge Tracing of skill mastery. Flags items that measure the wrong thing and learners whose trajectory predicts failure.


Registry name	`ai.saifs/assessment-intelligence`
Endpoint	`https://assessment-intelligence-mcp.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-assessment-intelligence": { "type": "http", "url": "https://assessment-intelligence-mcp.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://assessment-intelligence-mcp.saifs.ai/mcp

Claude Code

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

Any other MCP client

Point it at https://assessment-intelligence-mcp.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
`analyze_assessment`	Per-item IRT parameters (difficulty, discrimination, guessing) and flags for bad items.
`estimate_ability`	Each student’s true ability (θ), separate from how hard the test was.
`assessment_reliability`	Cronbach’s alpha and item-total correlations.
`adaptive_next_item`	Optimal next question from an item bank given current ability (CAT).
`track_mastery`	Bayesian Knowledge Tracing: P(mastered) per skill over a learning history.
`flag_at_risk_learners`	Students whose mastery / ability trajectory predicts failure — framed as support, not ranking.
`explain_item`	Why an item is good or bad, with its fitted parameters.

Example prompts

“Here’s this mock’s response matrix. Which questions have negative discrimination and should be dropped?”
“Estimate each student’s true ability on this test, not just their raw percentage.”
“From this skill history, who is at risk of failing, and what has each person actually mastered?”

Support

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

Assessment Intelligence

What it does

Install

Open Claude’s Connectors page

Click “+ Add” → “Add custom connector” and fill in these 2 fields

Turn it on in a chat

Try it

Open ChatGPT’s add-MCP page on the web

Fill in the name and address

Pick Assessment Intelligence in a chat

Try it

Open Terminal

Paste this command and press Enter

Type /mcp in Claude Code

Try it

Click this button to open Cursor

Open the AI chat in Cursor in Agent mode

Try it

Click this button to open VS Code

Open the AI chat in VS Code in Agent mode

Try it

Over the web

At a glance

Which apps can use it

Related guides

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

Discussion

User reviews

Compared with others in Otheri

Common questions

Others in the same category

World Monitor

Claude Flow

Windmill

README from the maker

Assessment Intelligence

Install

VS Code / GitHub Copilot

Claude (claude.ai, Desktop)

Claude Code

Any other MCP client

Tools

Example prompts

Support