The crew works in the tools you already use

Software that does your AI-search visibility work, delivered into your own repository, CMS and analytics, with every change waiting for your yes.

Attensira connects to the systems your work already lives in. The crew publishes to GitHub as pull requests and to Webflow, WordPress, Shopify and Notion as drafts you approve, measures with Search Console and the AI traffic snippet, and takes instructions from Claude, ChatGPT, Cursor and other assistants over MCP.

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ConnectorsCustomize

ShopifyConnect

Reads Your products, collections, blogs and shop details, never orders or customers

Can Rewrite product and collection descriptions and SEO text, and save new blog articles as unpublished drafts, each once you approve it

WebflowConnect

Reads Your sites, CMS collections and their items

Can Publish a change to one field of an existing page once you approve it, and create new articles as draft items that you publish

WordPressConnect

Reads Your posts and pages

Can Save a fix to a post as a draft and publish it, each once you approve it

Example · Customize → Connectors, Reads and Can as each one documents

Where does the crew publish?

Where the crew's finished work lands. Every piece shows up in Deliverables with where it lives.

GitHub
A pull request against the repository your page lives in. Live when it merges and deploys.
Shopify
Product and collection copy, or a new blog article saved unpublished. Copy goes live when approved; an article when you publish it from Shopify.
Webflow
A change to one field of a page, or a new article saved as a draft. A field change goes live when approved; an article when you publish it in Webflow.
WordPress
A change to one field of a post or page, as a draft revision. Live when approved.
Notion
A new row in your blog database, or an update to a post. Live when the row is published in Notion.

A Lovable project publishes through GitHub too: the pull request lands on the repository it syncs, and goes live when you next publish from Lovable. In Act mode, safe hygiene fixes go out without asking each time; anything that states a claim still waits. Without any of these, the crew still does the work: it hands you the text to paste, and you mark it shipped once it is live.

Pull requestledgerly/website · #421

Name the VAT rule in the first answer on /guides/vat-on-invoices

attensira3 checks passed

content/guides/vat-on-invoices.mdx

removed: VAT on invoices can be confusing, so here is everything you need to know.
added: An invoice to a business in another EU country carries no VAT when the reverse charge applies; the invoice must say so.

Web engineer · Opened the pull requestExample · Ledgerly, a fictional brand

What does it measure with?

The numbers goals and before-and-after reads are made from. A number nobody measured reads as a dash with a reason, never a zero.

Which AI tools can run it?

Run the crew, read every number and approve work from the assistant you already use, over Attensira's MCP server.

The MCP server and API

What else can the agents read and do?

Connectors beyond publishing and measuring. Each says what it lets an agent read and what it lets an agent do; Can: nothing yet means read-only.

Search, analytics and ads

Bing Webmaster ToolsRead-only
Reads Who links to you, how Bing crawls and indexes your pages, and the searches that bring people in
Can Nothing yet
PostHogRead-only
Reads Your events, funnels and insights, and the pages people convert on
Can Nothing yet
Google AdsRead-only
Reads Your campaigns, keywords and what each click costs, in the account you choose
Can Nothing yet

Files and calendar

Google DriveCan act
Reads The files in the one folder you pick, never the rest of your Drive
Can Save finished work as a new file in that folder, once you approve it
Google CalendarCan act
Reads Your calendars, their events and your free time
Can Add an event to your own calendar with no guests invited, once you approve it

Email and team chat

GmailCan act
Reads Your messages, threads and labels
Can Draft emails and send them, each once you approve it
OutlookCan act
Reads Your messages, folders and threads
Can Draft emails and send them, each once you approve it
SlackCan act
Reads The names of your channels, so you can pick where the note goes
Can Post your Monday note and the wins you share to the one channel you pick, and nothing else

Social, video and design

LinkedInCan act
Reads Your profile, your company pages and how your posts performed
Can Share a post or an article, once you approve it
YouTubeRead-only
Reads Your channel, its videos and their stats, and their captions
Can Nothing yet
RedditRead-only
Reads Subreddits, threads and comments where your category is discussed
Can Nothing yet
InstagramRead-only
Reads Your profile, your posts and how each one performed
Can Nothing yet
CanvaRead-only
Reads Your designs, templates and brand kit
Can Nothing yet

CRM

HubSpotRead-only
Reads Your contacts, companies and deals, a page at a time
Can Nothing yet

Customize → Connectors in your workspace is the authority: a connector appears there only when it can be connected right now. Every connector, in the docs

What does every connection have in common?

The same four rules, whichever tool it is.

Connecting is the only way in

Until a connector is connected, the agents cannot see its tools at all. You sign in on the tool's own site, and Attensira never sees your password.

Every write waits for a yes

Yours on the item, or the standing one you give by switching to Act, which covers safe hygiene fixes only. New workspaces start in Draft.

Nothing is deleted or revoked

No connector action that deletes anything of yours, or revokes access, is admitted. The closest it comes is a Notion post update you approve: it replaces the post's content, and the old blocks are archived, so Notion's history keeps them.

You can see what it may do

Every connector says what it reads and what it can do. Can: nothing yet means read-only.

What else do people ask?

Which tools does Attensira integrate with?

The crew publishes to GitHub as pull requests and to Webflow, WordPress, Shopify and Notion as drafts. It measures with Google Search Console and the AI traffic snippet. Its agents also read Bing Webmaster Tools, PostHog and Google Ads; work in Google Drive, Google Calendar, Gmail and Outlook once you approve; post your Monday note to Slack; share to LinkedIn; and read YouTube, Reddit, Instagram, Canva and HubSpot. Your assistant reaches it over MCP from Claude, ChatGPT, Cursor, VS Code and others. Customize → Connectors in your workspace lists every connector you can use today.

Does Attensira publish to my site without approval?

Not unless you choose that. New workspaces start in Draft: nothing is published, sent or written outside the workspace until you approve it. Anything that states a claim, such as a price, a number or a competitor name, waits for your yes in every mode. New articles always wait.

How does Attensira connect to GitHub?

Through a first-party GitHub App you install into your own account or organization, with three permissions: Contents, Pull requests and Metadata. It opens pull requests, never pushes to your default branch, and merges only when you press Merge or switched on auto-merge for safe changes.

Does Attensira integrate with Google Analytics?

Not yet. GA4 key events and sessions are in the goal catalog, so a goal can name them, but there is no Google Analytics connector, and such a goal reads as unmeasured with the reason. Search Console and the AI traffic snippet can be measured today.

Can I connect my own tools to the Attensira crew?

Yes. Register your own MCP server under Customize → Connectors with its name and URL, or paste an mcpServers configuration. Attensira calls tools/list and registers what it finds, namespaced as mcp__<slug>__<tool> so nothing collides with the built-in tools.

What is the difference between a connector and the MCP server?

They point in opposite directions. A connector, or your own MCP server, is a tool the Attensira crew calls. Attensira's MCP server lets your assistant, such as Claude or ChatGPT, call Attensira. They share no configuration and no credentials.