AI Workshop · #4

Giving Claude Hands🖐️

Connectors & MCP — how Claude reaches your real tools. For everyone on Claude.ai or Cowork.

Monday · Online
Hosted by Dogus Ural
Previously: an internal AI hub · Workshops #1–#3 →
Contents

What we'll cover.

60 minutes, 3 parts. Click any line to jump to that section.

  1. What's a connector?

    MCP in plain terms — the kitchen Claude cooks in. Read vs. act. Your three connectors.

  2. Three workflows.

    Answer Finder, Meeting Prep, and a Salesforce churn alert — each with a flow chart.

  3. The discipline behind it.

    Why everything lives in Notion, the flywheel that makes the tools smarter — and what to do this week.

02
Part 1

What's a
connector?🔌

It stocks the kitchen Claude cooks in.

Definition

A connector stocks Claude's kitchen.

Picture an outside system — Notion, your email and calendar, Slack — as a kitchen full of ingredients and equipment. A connector hands Claude the keys: it can walk in, see what's there, and cook with it. The open standard behind it is called MCP (Model Context Protocol).

The kitchen analogy (from Anthropic's skills guide): "MCP is the professional kitchen — the tools, ingredients and equipment." It's everything Claude can work with. MCP is what Claude can do.

You don't install anything. You just turn a connector on — and the kitchen is stocked. (The recipe — the skill — joins in a moment.)

04
Why it matters

Web search reads the internet. Connectors reach your tools.

"Can't Claude just Google it?" — only for things that live on the public web. Your real work sits behind your login, in your own tools. That's the gap connectors close.

Web search
  • Reaches the public internet — news, articles, general knowledge.
  • Can't see anything private — not your Notion, inbox, Slack, or Salesforce.
  • Only reads public pages — it can't do anything in your tools.
Connectors
  • Reach your tools and live data — Notion, Microsoft 365, Slack, Salesforce.
  • See what's behind your login — private, internal, current.
  • Can act — draft, write, send, update — not just look.
Why connectors are needed: your actual work doesn't live on the public web — it's in your tools, behind your login. Web search can't reach it, and can't change anything. Connectors are how Claude works with your real stuff.
05
The one distinction that matters

Two things a connector can do: read, and act.

Under the hood a connector hands Claude a set of tools — things it can do in that kitchen. They split into two kinds, and the difference is everything when you decide how much to trust it: reading is checking the pantry; acting is cooking and serving.

Read — safe, reversible

Claude looks, nothing changes.

  • Search Notion, read a page
  • Summarise a Slack thread
  • Check tomorrow's calendar

Worst case: a wrong answer. Easy to demo, hard to break.

Act — powerful, needs a check

Claude changes something in the real world.

  • Send a Slack message or email
  • Create or edit a Notion page
  • Add a calendar invite

Worst case: a real message goes out. Default to draft, confirm before send.

The rule we build everything around: read freely; act on purpose. A workflow reads as much as it likes, but drafts anything it would send and asks first — and an act-heavy workflow is best run as a manual command, never auto-triggered on a stray phrase.
06
Your stack today

Three connectors. Know what lives where.

A connector is only as good as the data behind it. Here's what each of yours actually holds — match the question to the right tool.

Notion

The record

The knowledge base. Policies, decision logs, meeting notes, docs, specs. The canonical, official answer lives here.

"What's our policy on…", "what did we decide…"

Microsoft 365

Your day

Outlook email & calendar, Word/Excel, SharePoint files. External context, commitments, meetings, documents.

"What's on my calendar…", "summarise this thread…"

Slack

The conversation

Channels and threads. The latest, informal picture — decisions in passing, questions, who's on what. May be superseded.

"Catch me up on…", "what was decided in…"

Same fact, different tools, different roles. Notion is the official record; Slack is the live chatter; M365 is your day and your inbox. When two disagree, the newest isn't always the truest — that's why our workflows cite their source.
07
How it fits with skills

The kitchen, now with a recipe.

Part 1 stocked the kitchen — the connector. A skill is the recipe: the steps that turn those ingredients into a dish, made your way every time. MCP is what Claude can do; the skill is how it should do it. Chain them, and a teammate just orders dinner.

Every workflow today is the same shape — read it left to right:

YouPlain-English ask
SkillThe recipescopes + orchestrates
MCP · readPull the data
ClaudeThink & talkreview · discuss · decide
MCP · act / skillDeliverdraft · write · hand off
The Claude box is a conversation, not a black box. It's where you question the data, refine it, and decide — before the next step runs. Nothing acts until you're satisfied. And the last arrow is the magic: Claude's output can flow into another MCP or skill — Notion → Slack, or a churn command → a brand skill → email.
08
Part 2

Three
workflows.⛓️

One tool, then two, then three — chained into something you'd actually use.

How to read the flow charts

Five kinds of box.

Each workflow is drawn as a chain of boxes, left to right. The colour of the top edge tells you what each box is.

You

The plain-English ask that starts it.

Skill

The recipe that scopes the task and orchestrates the rest.

MCP · read

A connector pulling data. Safe, reversible.

Claude

The thinking step — and your checkpoint: review and talk through the data here before anything acts.

MCP · act

A connector changing the world. Drafts & confirms first.

Output

What you get back — the answer or artifact.

10
Workflow 1 · built & live

Answer Finder.

One question, searched across all three tools at once. It interviews you to pin down the ask, finds the answer with linked sources, and tells you who to ask for more.

You ask“Where's our refund policy?”
Skillanswer-finderpreflight + MCQ to scope
MCP · readNotion · Slack · Outlooksearch all three
ClaudeSynthesisecite sources · 👤 who to ask
OutputCited answer+ optional draft reply
Read-only — can't fail loudly. It searches and drafts, never sends. If a connector is off, it says so instead of guessing. And it always ends with the person who owns the answer, pulled from the sources it found.
11
Workflow 2 · built & live

Meeting Prep Brief.

Before a meeting, it pulls the event and attendees from your calendar, the background from Notion, and the recent chatter from Slack — and hands back a one-page brief.

You ask“Prep me for the Acme call.”
Skillmeeting-preppreflight + pick meeting
MCP · readM365 Calendarevent + attendees
MCP · readNotion + Slackbackground + latest chatter
ClaudeOne-page briefcited · conflicts flagged
OutputPrep brief+ optional save to Notion
Two reads, one synthesis. Calendar tells it who & when; Notion gives the official background; Slack gives what's actually happening this week. When the Notion doc and the Slack thread disagree, it shows you both — that conflict is usually the most useful line in the brief.
12
Workflow 3 · the showcase

Churn alert: Salesforce → Slack → Notion.

The full loop: read the churn signals, rank the at-risk accounts, then act — DM each owner on Slack and archive a timestamped report to Notion.

You ask“Who's gone quiet?”
Command/salesforce-churn-alertmanual · 9-step flow
MCP · readSalesforcepull cadence + compute
ClaudeRanked watchlistholiday-adjusted, by owner
MCP · actSlackDM each account owner
MCP · actNotionwrite report + run timestamp
It writes — so it's a manual command, not an auto-firing skill. Anything that DMs people and writes to Notion should run only when a human starts it — so it's set to manual (disable-model-invocation), drafts everything for you to confirm first, and stamps the report with the query-execution time so every run is auditable.
13
Automate the flow

Don't want to ask every time? Set it to run.

Any of these workflows can run on a schedule — the churn alert every Monday at 9am, a digest every Friday. Three ways to automate, from no-setup to full control. Pick by how technical you want to get.

Inside Claude Easiest · no setup

The desktop app's built-in scheduler. Runs on your subscription — connectors already authed, skill already installed, nothing to re-plumb. Recurring (cron), one-time, or ad-hoc manual trigger.

Caveat: app must be open, runs on your machine, ~few-min dispatch delay.

Claude Code + cron For devs

Headless claude -p fired by your OS scheduler (cron / launchd / Task Scheduler), on your subscription. You re-plumb the MCP servers + skill config inside Claude Code.

Caveat: still needs your machine on.

Agent SDK + any scheduler Most setup · server-side

Full control, runs server-side without your laptop — cron, GitHub Actions, the cloud. The most plumbing, but truly hands-off once it's live.

Billing: subscription credit covers it from Jun 15, 2026; before that, API pay-as-you-go.

Most of you want option 1. If you're not a developer, the in-app scheduler is the only one you need — the churn alert becomes a Monday-morning routine you never trigger by hand.
14
Part 3

The discipline
behind it.🔁

A connector is only as smart as what's written down.

The flywheel

Everything lives in Notion.

Answer Finder, Meeting Prep, the churn report — they all read from Notion. The more we capture there, the smarter every one of them gets. That's a flywheel, and it only spins if we feed it.

Write it down

If it isn't written, it didn't happen. Every decision and discussion gets captured — and recorded & transcribed via Notion's meeting notes.

Notion is the global database

One company-wide, queryable source of truth. If you want it findable later, it goes in Notion.

Slack is for friction, not the record

Quick discussions and unblocking. The moment a thread becomes a decision, promote it into Notion.

Don't dilute the stack

Every new tool is another place knowledge hides. Fewer sources = more trackable, more searchable, more controllable.

The loop: more captured in Notion → better, more precise AI answers → people rely on the tools more → they capture more. Read the full principle on the AI hub →
16
The take-home

If you remember nothing else.

1

A connector gives Claude hands in your real tools. Turn one on and Claude can read — and act on — Notion, your inbox, Slack. No copy-paste.

2

Skills are the recipes that make connectors useful — and precise. MCP is what Claude can do; the skill is how it should — the same precise result, every time.

3

Read freely; act on purpose. Reading is safe. Anything that sends or writes should be a draft you confirm. That one rule keeps you out of trouble.

4

The flywheel runs on Notion. The tools are only as smart as what's written down. Capture decisions, and every workflow gets better for everyone.

17

Thank you.

Give Claude something to reach for.

an internal AI hub
What is MCP
modelcontextprotocol.io
Connectors in Claude
claude.com/docs/connectors
Async questions
#ai-office-hours on Slack