Your stack for Amazon,
inside Claude.
An MCP is just an API. The MixShift Plugin is a working system: pre-built agentic skills, proprietary intelligence services, connected access to your accounts on Amazon with no developer applications, and the infrastructure to build whatever you need. All in one install.
Cowork desktop users: Customize → + → Add marketplace from GitHub, paste the URL above. Then open the Directory, find mixshift-ai, and click Install.
The same MixShift login also connects ChatGPT, Cursor, Codex, and any MCP client to your data through the Builder Platform.
The skills library
26 pre-built skills. One install activates them all.
Every skill is an agentic workflow grounded in years of operator experience. Not endpoints, not templates. Real workflows that decide, route, and recommend.
Most used & newest
Plugin > MCP
A plugin is bigger than an MCP.
Most “Amazon MCP” projects in the wild today are SP-API or Ads API wrappers with no opinions. The MixShift Plugin includes our MCP and adds the layers that turn raw tool access into day-one outcomes.
What most ship
A plain MCP
An API. Tools and data, no opinions.
- Tools and data exposed via protocol
- A bag of capabilities. Figure out what to do with them
- No opinions, no workflows, no composition
- One server, one model, one job
What we ship
The MixShift Plugin
A working system. MCP inside, plus everything around it.
- 26 pre-built agentic skills, built by operators on Amazon
- Composable with other MCPs you already have installed
- MX Intelligence callable from any skill (Brand Brain, Forecast, HCAM)
- Skip the developer applications: your Seller and Vendor auths connect directly. Pull data we haven’t ingested yet
- Day-one useful. The plugin knows what to do, you don’t reinvent prompts
Includes
MixShift MCP
Our MCP is one component of the plugin, not the whole thing. Tools and data, governed by the same auth and harness layer the skills use.
What you get
Four layers, one install.
The plugin is how you talk to the platform. The platform is what makes builds possible.
Pre-built agentic workflows
26 skills, grounded in years of operator experience. Daily health checks, search-term negation, bid health, monthly reports. Not templates. Actual workflows that decide, route, and recommend.
Powered by MX Intelligence
Brand Brain, Forecast, and HCAM are callable from any skill, ours or yours. Every workflow built on the plugin is automatically smarter because of the proprietary services behind it.
Infrastructure, not just an MCP
Connected access to your Seller and Vendor auths, routed through SP-API and Ads API gateways, with no developer applications required. Pulls anything Amazon has, even endpoints we haven’t ingested. Plus the warehouse: SP-API, Ads, AMC, and retail data already normalized.
Build your own
The same skills, MCPs, and intelligence we built on are available to you. Write a custom skill, wire your own agent, pipe outputs anywhere. Whatever you can imagine, on a stack you own.
Recently shipped
Built for the whole team, not just one session.
Context and history now travel with the brand, not the person who set it up. Writes to Amazon stay governed the same way, every time.
Brand context, shared by the team
One teammate completes brand setup once. Every teammate’s session picks up the same shared context automatically.
A timeline the team keeps honest
Every brand carries a shared timeline. The team records events with stakes (promotions, stockouts, price tests, launches) and corroborates them with evidence as data comes in.
Writes preview before they land
Every change previews first as a dry run. Nothing reaches Amazon until you confirm it, and every confirmed change is audit-logged.
Runs with no one at the keyboard
Service credentials let scheduled tasks and other automations sign in and run unattended.
Build with it
What you actually do with it.
Mix our warehouse, our skills, our intelligence, and an SP-API endpoint we haven’t ingested yet. The combinations are yours. Three examples operators are running today:
Featured Offer Monitor
Catch Buy Box loss the moment it happens, on any SKU. Not in your daily check tomorrow.
Combine
- Warehouse SKU data
- Scheduled SP-API pulls (FOEP), endpoints we don’t ingest yet
- Your Slack or email
Result
Real-time alert the second the featured offer flips. Across as many SKUs as you want to watch.
Cross-portfolio morning digest
One chat message at 8am showing every brand that needs you today.
Combine
- Brand Brain memory per account
- Daily rollups from the warehouse
- Your messaging channel of choice
Result
Morning triage handed to you before your first coffee. Every brand. Every day. Zero clicks.
Branded client reports on autopilot
Polished monthly reports delivered before you’re at your desk.
Combine
- Monthly report data from mx-monthly-report
- Your template, your branding, your voice
- Email, Notion, Google Drive, wherever
Result
Reports out the first of every month without you lifting a finger. Clients impressed without the late nights.
Other MCPs let you talk to your data. The MixShift Plugin gives you the primitives to build whatever your team actually needs.
Coming next
The roadmap only a plugin can ship.
An MCP is an API. It has no opinion about real-time, write-back, or multi-host. The plugin does, because it's a working system, not a protocol.
Don’t just see it. Fix it.
Push bid changes, add negatives, edit campaigns, shift budgets straight from chat. Every action governed, audit-logged, and reversible. Recommendations become actions, not next steps for someone else to do.
Know before your client does
Get alerted the moment Buy Box flips, spend spikes, or a threshold breaks. The plugin fires when something changes, not just when you ask. Catch fires before they spread.
ChatGPT and beyond
MCP and skills coming to ChatGPT, Cursor, and other agentic hosts. Same plugin, more places to run it.
More retail skills
Featured Offer Monitor, Inventory Monitor, and pricing strategy skills land on the heels of the pricing API.
New to MixShift?
From zero to signed in.
The plugin reads the data MixShift pulls for your accounts, so a MixShift account comes first. Four steps, mostly waiting.
Create your MixShift account
Self-serve, takes a minute. Register here. Already a MixShift customer? Skip straight to step 4.
Connect and activate
Connect your Amazon accounts, then activate ads and retail data in the Account Manager. Follow the guide.
Your data populates
Most accounts are fully populated within 24-48 hours of activation; large catalogs can take longer. MixShift emails you the moment your data is ready to work with.
Install, then say "welcome"
Install the plugin with the commands above, then say “welcome” in any chat. Claude signs you in with your MixShift login and every skill is live.
Get on the plugin beta.
Your whole Amazon stack, inside Claude. Tell us where to send your invite and we will get you set up. One install, every skill, day one.
- Pre-built agentic skills for advertising, retail, and reporting
- Proprietary intelligence services and connected Amazon access included
- Works in Claude Cowork, Claude Code, and the MixShift CLI
Use what we built.
Build your own. Or build with us.
Beta access for agencies, brands, and operator-builders. Tell us what you’re trying to do and we’ll get you set up. One install, every skill, day one.