Building an AI Email Assistant: Deep Integration Between Claude and Microsoft 365

Mark Jones
December 18, 2024

Email management can feel like a full-time job. While AI assistants can offer advice, they're usually limited by their inability to directly access your inbox. Today, I'm excited to share how I've connected Claude to Microsoft 365 using the Model Context Protocol (MCP), creating a powerful email management system that combines AI intelligence with direct email access.

What We've Built

I've created an MCP server that gives Claude secure, controlled access to Microsoft 365 email capabilities. This isn't just about reading emails – it's about enabling sophisticated email management, pattern analysis, and automated organization, all through natural conversation with Claude.

Key Features

1. Smart Email Analysis

Claude can analyze your email patterns and provide insights about:

  • Communication patterns and optimal response times
  • Sender relationships and priority levels
  • Email volume trends and categories
  • Unread email accumulation patterns

2. Intelligent Organization

The system can:

  • Create smart folders based on content analysis
  • Bulk process emails based on sophisticated criteria
  • Set up intelligent routing rules
  • Manage email categories and flags

3. Cleanup and Maintenance

Handle email overload with:

  • Smart cleanup of old emails using customizable criteria
  • Attachment management
  • Newsletter and subscription management
  • Automated archiving suggestions

4. Email Response Management

  • Analyze and respond to emails while maintaining context
  • Bulk process related emails
  • Manage follow-ups effectively

Let's See It in Action

Here are some real-world examples of how this integration works:

Example 1: Email Analysis and Cleanup

Email overwhelm isn't just about quantity – it's about the mental load of deciding what to keep, what to archive, and what needs attention. Every day, you waste precious minutes sifting through newsletters and old emails that bury important messages.

Think about how much time you spend:

  • Scrolling past the same unread newsletters
  • Hunting for important emails in a cluttered inbox
  • Managing storage limits from large attachments
  • Feeling guilty about emails you should have handled months ago

Without a system, this problem compounds daily. Each new email makes finding the important ones harder, creating a cycle of stress and inefficiency.

Our Microsoft 365 MCP integration lets Claude analyze  a sample of your emails in seconds to:

  • Identify patterns you'd never spot manually
  • Create targeted cleanup strategies based on actual usage
  • Handle bulk operations with intelligence (not just blind deletion)
  • Maintain important emails while clearing the clutter

Instead of spending hours organizing emails, you get an AI assistant that understands your email patterns and can execute sophisticated cleanup strategies in minutes.

claude cleanup

Notice how Claude decides which MCP Tools to use at the right time:

clean up part2

Example 2: Intelligent Email Rule Creation

Creating effective email rules is like trying to solve a puzzle blindfolded. You make educated guesses about what rules might work, only to find yourself constantly tweaking them as new edge cases emerge.

Without intelligent rule creation:

  • Rules are too broad or too narrow
  • Important emails slip through the cracks
  • You waste time maintaining and updating rules
  • Your inbox organization never quite matches your workflow
  • You end up with a tangled mess of overlapping rules

Manual rule creation is like trying to direct traffic without knowing the road patterns.

Claude analyzes your actual email patterns to:

  • Create rules based on real communication flows
  • Identify natural categories you might miss
  • Account for exceptions and edge cases
  • Adapt to your work priorities
  • Set up a maintainable organization system

Instead of guessing what rules might work, you get data-driven rules that match your actual email patterns and work habits.

email rule creation

Now this is quite a simplisitic example, but Claude has already ascertained who is in my team (must've look at my email address and found similar).

email rule part2

And here we see the result! Claude, analysed my emails and created 2 new rules so that i stay organised! How cool!

create rules view in outlook

Example 3: Bulk Email Processing

Newsletter subscriptions multiply like rabbits. What started as a few useful updates becomes an overwhelming flood of unread content that drowns important messages.

Manual newsletter management means:

  • Individually evaluating each subscription
  • Making one-by-one decisions about what to keep
  • Hunting through folders to find all instances
  • Missing hidden subscriptions you forgot about
  • Wasting time unsubscribing from services you never read

The longer you wait, the worse it gets – and the more daunting the cleanup becomes.

Our integration lets Claude:

  • Instantly identify all newsletter sources
  • Analyze your actual reading patterns
  • Make data-driven decisions about what to keep
  • Handle bulk operations intelligently
  • Create sustainable organization systems

Instead of spending hours manually sorting through newsletters, you get a smart assistant that can clean up years of newsletter accumulation in minutes.

newsletter cleanup

Example 4: Response Management

Managing email responses feels like juggling while walking a tightrope. You're trying to balance urgency, importance, and available time – all while new emails keep coming in.

Without systematic response management:

  • Important emails slip through the cracks
  • You lose track of follow-ups
  • Response times are inconsistent
  • You waste time re-reading emails to recapture context
  • Stress builds as unanswered emails accumulate

Each delayed response creates more stress and potential problems.

Claude can:

  • Instantly categorize emails needing responses
  • Prioritize based on your communication patterns
  • Track response threads automatically
  • Suggest batch processing strategies
  • Help draft contextually appropriate responses

Instead of constantly juggling response priorities in your head, you get an intelligent system that helps you manage responses strategically and efficiently.

How i set this up:

I wanted to test to see if I could use a Claude Project and a tool together. So what i did is create a new project called "Gerald the Duck" and loaded it full of made up facts about a fictional duck called gerald. Then I sent myself this email:

gerald the duck email

Then I asked Claude this:

ask claude to reply to email

And this is how the draft looks like in email: 

html email reply about gerald

Ok this is a daft example, but imagine you have another tool that knows how to get information from your busieness systems such as a support ticketing site or internal knowledgebase. You could instruct claude to read the email, look the answer up in system X and then reply using that knowledge. That's immense power! 

Anyway, I hope you've enjoyed that! We're going to be releasing this for others to try out so let me know if you'd like to be added to the email list and I will ping you when it's ready. Email us at [email protected].

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