Microsoft AI Roundup

Name: Microsoft AI Roundup
Author: darrenjrobinson

by darrenjrobinsonversion 0.2.0i★ –iRuns on your computer

Registry nameio.github.darrenjrobinson/microsoft-ai-roundup

Install

Overview

Description from the maker (original English)

Search Merill's Weekly Microsoft AI Roundup (msai.ms) archive — curated weekly Microsoft AI news

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 checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiVery new↓ 81/wk · ★ –

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 on your computer
Transport: stdio
Category: Search & AI memory

Install

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

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
The registry lists no key to fill in.

You need

npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

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

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "microsoft-ai-roundup": {
      "command": "npx",
      "args": [
        "-y",
        "microsoft-ai-roundup-mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add microsoft-ai-roundup -- npx -y microsoft-ai-roundup-mcp

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "microsoft-ai-roundup": {
      "command": "npx",
      "args": [
        "-y",
        "microsoft-ai-roundup-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": {
    "microsoft-ai-roundup": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "microsoft-ai-roundup-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.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

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

Runs on your computer; the tool list appears in your AI app after you install it.

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 10, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account darrenjrobinson, which owns the repo
… 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
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Search & AI memoryi

More stars than 0% of the other 5833 servers in this category
Published to the registry more recently than 58% of the other 5833 servers in this category
Basic checks equal to or better than 100% of the other 5833 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 Microsoft AI Roundup safe?

It passed 1 of 1 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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 27 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

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

Context7

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

by upstashWidely used↓ 972.7K/wk★ 64.2KUpdated today

Computer or cloud

Install

Codebase Memory

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

by DeusDataWidely used↓ 18K/wk★ 48.1KUpdated 23 days ago

Runs on your computer

Install

Exa

Connect AI agents to Exa for web search, content fetching, and multi-step research.

by exa-labsWidely used★ 5.2KUpdated 2 months ago

Runs in the cloud✓ exa.ai

Install

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.

Microsoft AI Roundup MCP Server

A Model Context Protocol (MCP) server for searching the archive of [Merill's Weekly Microsoft AI Roundup](https://msai.ms) — a curated weekly Substack newsletter by Merill Fernando (with Joanne Hayek) covering Microsoft AI: Copilot, GitHub, Azure AI, M365 AI integrations, and the surrounding ecosystem.

Ask natural-language questions like *"When did Copilot get feature X?"*, *"What did the roundup say about Build?"*, or *"Which GitHub projects has it highlighted?"* and get sourced answers with issue numbers, dates, and links.

Sister project to entra-news-mcp.

Quick Start

No installation, no API keys, no configuration required:

npx microsoft-ai-roundup-mcp

On first run the server downloads a pre-built search index (SQLite database) from this repo's GitHub Releases and caches it locally. It checks for an updated index at most once every 7 days.

Requires Node.js 22 or later — the server uses Node's built-in node:sqlite module (no native dependencies). Node 20 will not work.

Client Configuration

Claude Desktop

Add to claude_desktop_config.json:

"mcpServers": { "microsoft-ai-roundup": { "command": "npx", "args": ["microsoft-ai-roundup-mcp"] } } }

Claude Code

claude mcp add microsoft-ai-roundup -- npx microsoft-ai-roundup-mcp

Cursor / VS Code / Copilot Studio

"mcpServers": { "microsoft-ai-roundup": { "command": "npx", "args": ["-y", "microsoft-ai-roundup-mcp"] } } }

Optional: semantic search

Keyword search works with zero configuration. For semantic (meaning-based) search, add an OpenAI API key:

"mcpServers": { "microsoft-ai-roundup": { "command": "npx", "args": ["microsoft-ai-roundup-mcp"], "env": { "OPENAI_API_KEY": "sk-..." } } } }

Without a key the server degrades gracefully to keyword-only search.

Tools

Tool	Description
`search_microsoft_ai_roundup`	Search the full archive with natural language or keywords. Hybrid semantic + keyword search; returns sourced excerpts with issue number, date, and URL. Args: `query` (required), `limit` (default 10, max 50), `mode` (`hybrid` \	`semantic` \	`keyword`).
`get_issue`	Retrieve the full content of an issue by `issue_number` or `date` (`YYYY-MM-DD` or `YYYY-MM`), with section headings preserved.
`list_issues`	Browse the archive with optional `year`/`month` filtering and pagination.
`find_tool_mentions`	Find community tools, GitHub projects, and Microsoft AI products/features mentioned across issues, with surrounding context. Optional `query` filter.

Example queries

"Search the Microsoft AI roundup for Copilot Studio agent announcements"
"Get issue #4 of the Microsoft AI roundup"
"List all roundup issues from May 2026"
"What GitHub projects has the Microsoft AI roundup mentioned?"

How It Works

Substack API (https://msai.ms/api/v1/posts)

│ ▼ TypeScript ingestion script (scripts/ingest.ts) │ weekly GitHub Action — Tuesdays 09:00 UTC ▼ OpenAI text-embedding-3-small embeddings (1536 dims) │ ▼ SQLite via node:sqlite (Node 22 built-in — no native deps) │ ▼ GitHub Release asset: microsoft-ai-roundup.db │ ▼ NPX MCP Server (stdio) └─ Downloads DB on first run → caches in ~/.microsoft-ai-roundup-mcp/ └─ Re-checks for updates weekly (7-day staleness + tag diff) └─ In-memory cosine similarity + SQL LIKE keyword search

Search implementation (honest version): semantic search loads all embedding vectors into memory at startup and ranks by cosine similarity in JavaScript; keyword search uses SQL LIKE (exact phrase first, then per-word fallback). Hybrid mode merges and de-duplicates both result sets. No sqlite-vec, no FTS5 — deliberately simple, and more than adequate at this archive's scale.

Automated Weekly Updates

A GitHub Actions workflow runs every Tuesday at 09:00 UTC (the morning after the newsletter's usual Monday publish). It incrementally ingests any new issues, verifies the database, and publishes it as a new GitHub Release tagged db-YYYY.MM.DD-NNNN. The NPX server picks up the new database automatically within a week (or immediately on a fresh install). A workflow_dispatch trigger provides a manual escape hatch for off-schedule publishes or full rebuilds.

Cache Locations

OS	Path
Windows	`%USERPROFILE%\.microsoft-ai-roundup-mcp\`
macOS / Linux	`~/.microsoft-ai-roundup-mcp/`

Delete the folder to force a fresh download of the latest database.

Local Development / Ingestion

git clone https://github.com/darrenjrobinson/microsoft-ai-roundup-mcp

cd microsoft-ai-roundup-mcp npm install npm run build

Build the search index locally (requires an OpenAI API key for embeddings)

export OPENAI_API_KEY=sk-... node dist/scripts/ingest.js # full ingest node dist/scripts/ingest.js --incremental # only new issues

On Windows there's a PowerShell wrapper:

./scripts/ingest.ps1 -Incremental

Run the server against your local database

MSAI_ROUNDUP_DB_PATH=./microsoft-ai-roundup.db npx microsoft-ai-roundup-mcp

Environment variable	Used by	Purpose
`OPENAI_API_KEY`	ingest + server	Embeddings (required for ingest; optional for the server's semantic search)
`INGEST_DB_PATH`	ingest	Output database path (default `./microsoft-ai-roundup.db`)
`MSAI_ROUNDUP_DB_PATH`	server	Use a local database instead of downloading from GitHub Releases

Permissions & Licensing

Newsletter content is © Merill Fernando & Joanne Hayek. This project indexes the freely available public archive via the public Substack API (all posts are free, audience: "everyone") and always links back to the original issues. The code is MIT licensed.

Credits

Newsletter: Merill Fernando & Joanne Hayek — msai.ms
MCP server: Darren Robinson
Sister project: entra-news-mcp for entra.news

Microsoft AI Roundup

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 Search & AI memoryi

Common questions

Alternatives

Context7

Codebase Memory

Exa

README from the maker

Microsoft AI Roundup MCP Server

Quick Start

Client Configuration

Claude Desktop

Claude Code

Cursor / VS Code / Copilot Studio

Optional: semantic search

Tools

Example queries

How It Works

Automated Weekly Updates

Cache Locations

Local Development / Ingestion

Build the search index locally (requires an OpenAI API key for embeddings)

On Windows there's a PowerShell wrapper:

Run the server against your local database

Permissions & Licensing

Credits