Your Amazon stack,
inside Claude.
An MCP is just an API. The MixShift Plugin is a working system: pre-built agentic skills, proprietary intelligence services, dev credentials, 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 skills library
17 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.
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.
- 17 pre-built agentic skills, built by Amazon operators
- Composable with other MCPs you already have installed
- MX Intelligence callable from any skill (Brand Brain, Forecast, HCAM)
- Dev credentials + Seller and Vendor auths. 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
17 skills shipping at public launch, 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
MixShift dev credentials plus your Seller and Vendor auths, routed through SP-API and Ads API gateways that pull anything Amazon has, even endpoints we haven’t ingested. Plus the warehouse: SP-API, Ads, AMC, and retail data already normalized. Real-time pollers and write-back coming.
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.
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 v0.5.18 pricing API.
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.