Can AI fix a broken integration?

Yes, within the permissions you give it. With Workspace MCP the AI reads your integration's settings, logs and tasks, finds why a sync failed, proposes a fix and, with your approval, changes the setting and re-runs the failed sync.

How do I find out why an order didn't sync?

Ask your AI assistant, for example "Why didn't order 4512 reach Fortnox?". With Workspace MCP it checks the connection, the settings and the logs, and answers with the cause and the log line that shows it.

Can the AI change my integration without asking?

No. The AI proposes every change and waits for your yes. You also decide on the API key whether it may change anything at all: level 1 is read only.

Can the AI re-run failed syncs?

Yes, if your API key allows level 3 or higher. It re-runs a single order, a task or a date range, and tells you first what the run will do.

Is it safe to give an AI access to my integrations?

You control three things: which AI apps may connect, what each may do, and every change it proposes. Your system credentials stay with Junipeer and are never shared with the AI app.

Do I need Workspace MCP to use Fortnox MCP or another System MCP?

No. They are separate products. Workspace MCP is for your integrations; a System MCP is for one system's data.

Which AI apps does it work with?

Any AI app that supports MCP, including Claude, ChatGPT, Gemini, Copilot and Cursor.

Does it work in Swedish?

Yes. Ask in Swedish and the AI answers in Swedish, in the words you use, like "synken" and "köra om".

€49 per month per workspace, excl. VAT. It covers every integration in the workspace.

Workspace MCP

Let your AI assistant set up, check and fix your Junipeer integrations. Ask why an order didn't sync, and get the answer with the log line that proves it.

€49/mo per workspace. Add-on to your Junipeer integrations.

Add in the Junipeer app Book a demo

Optional. Not needed to buy a system MCP.

What is Workspace MCP?

Workspace MCP is a Junipeer add-on that lets AI assistants such as Claude, ChatGPT and Gemini manage your Junipeer integrations: set them up, explain their settings, find sync errors and re-run failed syncs. It costs €49 per month per workspace.

It works through MCP (Model Context Protocol), the open standard AI assistants use to connect to other software. Your AI assistant gets the same view of your integrations that you have in the Junipeer app: connections, settings, mappings, schedules, logs and tasks. What it may do with them is up to you.

You ask in plain language, in Swedish or English. The AI answers with the record and the evidence, not a guess.

What you can do with Workspace MCP

People use Workspace MCP for four jobs: setting an integration up, understanding it, fixing it and changing it.

Set up an integration with your own data

The AI reads recent records from your systems, with your permission, and proposes settings from what it finds. You confirm before anything goes live.

“Map our Magento payment methods to Fortnox terms of payment.”“Which order statuses does our shop actually use? Suggest which ones to sync.”“Set up the Shopify to Fortnox order flow, but test it before it goes live.”

Understand what an integration does

Get a plain answer: what a setting does, what it's set to and where it lives.

“What does 'Import only unfulfilled orders' do, and is it on?”“Which account do Klarna payouts get booked to in Fortnox?”“When does the stock sync run, and what triggers it?”

Find and fix what went wrong

The AI checks the connection, the settings, the logs and the task, in that order, and tells you which system owns the problem.

“Why didn't order 4512 reach Fortnox?”“Which orders failed to sync this week, and why?”“Re-run the failed invoice sync for 8 October.”

Change settings and schedules

The AI tells you what a setting is now, what it would become and what that changes. Then it waits for your yes.

“Run the order sync every 10 minutes instead of every hour.”“Stop syncing orders with status 'test'.”“Book Swish payments to account 1930 from now on.”

Who it's for

Workspace MCP answers each person at the depth they need, in their own words.

Shop staff

Ask about

"The orders aren't going over"

The AI answers

what's wrong and what to do, in shop terms, with their own order number.

Finance and accounting

Ask about

booked, paid, credit invoices, closed periods

The AI answers

the account and date logic, and confirmation that nothing was booked twice.

Agencies and developers

Ask about

API calls, status codes, retries

Your AI app connects to Junipeer, and Junipeer runs your integrations. The AI never gets direct access to your other systems or their credentials.

Your AI app

Junipeer

Your integrations

1.You ask a question in Claude, ChatGPT or another AI app.
2.The AI sends the request to Junipeer's MCP server, with the permissions of your API key.
3.Junipeer reads or changes your integration and returns the answer with the evidence.

The rules the AI follows

Workspace MCP comes with Junipeer's own instructions for how the AI should work with your integrations:

It reads before it acts.

It checks the connection, settings, logs and tasks before it suggests anything.

It proposes, then waits.

For every change it says what the setting is now, what it would become, what that changes from now on and what it won't fix. Nothing changes until you say yes.

It never changes things to see what happens.

Running a job moves real data, so it reads first and asks before any write.

It says which system owns the problem.

Often the cause is a missing VAT account in Fortnox or a setting doing exactly what it was set to, and it says so plainly.

It tells you when it can't be sure.

If something needs Junipeer's developers, it says that instead of guessing.

In practice: three orders that never reached Fortnox

A webshop notices three Shopify orders missing in Fortnox. Here is how the conversation goes.

Connected: Junipeer

Orders 4512, 4513 and 4519 never reached Fortnox. Why?

Used Junipeer

I checked the Shopify to Fortnox integration. It's connected, last ran 10 minutes ago, and there are no errors in the log.

Used Junipeer

Found it. The setting "Import only unfulfilled orders" is on. These three orders were already fulfilled when the sync ran, so they were skipped. The integration did exactly what it was set to do.

Used Junipeer

I can turn that setting off, so new orders come over whether they're fulfilled or not. The three skipped orders won't sync by themselves, so I'd also re-run them. Should I?

Yes, turn it off and re-run those three.

Used Junipeer

Done. The setting is off, and all three orders are now in Fortnox as invoices 10231, 10232 and 10233.

Solved in one conversation. The same check takes a person 20 minutes of clicking through settings and logs.

Workspace MCP or System MCP?

Workspace MCP is for your integrations; a System MCP is for the data in one system. Many customers use both.

	Workspace MCP	System MCP (e.g. Fortnox MCP)
The AI works with	Your Junipeer integrations: settings, mappings, schedules, logs, syncs	One system's own data: invoices, customers, orders
Typical question	"Why didn't order 4512 sync?"	"Which invoices are overdue?"
Needs a Junipeer integration	Yes	No
Covers	Every integration in your workspace	One system
Price	€49/mo per workspace	€39/mo + €2 per 1,000 requests, per system

See all systems with MCP on the MCP tab →

Set up in four steps

Setup takes a few minutes and needs no code.

1Enable Workspace MCP.
In the Junipeer app, go to Integrations → Workspace MCP → Enable.
2Create an API key.
Choose the key type "People sign in with it" and pick what the AI may do: level 1 to 4.
3Choose which AI apps may sign in.
For example only Claude, or Claude and ChatGPT.
4Add Junipeer in your AI app.
Paste the Junipeer MCP address into your AI app's connector settings, sign in with Junipeer and approve.

Setup is the same in every AI app; only where you paste the address differs.

Step-by-step guides: Claude MCP Developer tools Any MCP client

Works with

Workspace MCP works with any AI app that supports MCP: Claude, ChatGPT, Gemini, Copilot, Cursor and others. All of them connect with the same Junipeer MCP address.

Any MCP client

Pricing

Workspace MCP

€49/mo per workspace

excl. VAT, billed monthly from the day you enable it

Covers every integration in your workspace.
Use it with as many AI apps as you allow.
Cancel any month.

Add in the Junipeer app Book a demo

Want your AI to work with a system's own data too? Add a System MCP, from €39/mo.

FAQ

A Junipeer add-on that lets AI assistants like Claude, ChatGPT and Gemini set up, check and fix your Junipeer integrations. It costs €49 per month per workspace.

Fortnox MCPConnect your AI to Fortnox.All MCP systemsSystems you can connect to AI.ConnectorsAll Junipeer integrations.What is AI + iPaaS?Our guide to AI in integrations.

Ask your integrations anything.

Connect Claude or ChatGPT to Junipeer in a few minutes. €49/mo per workspace.

Add in the Junipeer app Book a demo

Workspace MCP

What is Workspace MCP?

What you can do with Workspace MCP

Set up an integration with your own data

Understand what an integration does

Find and fix what went wrong

Change settings and schedules

Who it's for

Shop staff

Finance and accounting

Agencies and developers

You decide what the AI may do

Look and explain

Also change settings

Also run jobs

Also write to your systems

How it works

The rules the AI follows

In practice: three orders that never reached Fortnox

Workspace MCP or System MCP?

Set up in four steps

Works with

Pricing

FAQ

Related pages

Ask your integrations anything.