Keep Cursor
Upgrade what the agent knows about your product
Add GitMir Vibe to Cursor in one click. Cursor signs you in, connects the repository through GitHub and reads it — and its agent can ask the product model what a change reaches before it edits.
KEEP YOUR EXISTING WORKFLOW.
GitMir Vibe Connected directly through GitMir Vibe: one MCP server added to this client. The agent signs in, connects the repository through GitHub and asks the product model from inside the client.
What Cursor already does well
Cursor
Cursor- Reads and edits code across the repository
- Searches the codebase and plans a change
- Runs its agent inside the editor the team already lives in
- Connects to external tools and data through MCP
GitMir is another source of intelligence — at the product level.
One click in Cursor
The same address for every coding tool. Cursor keeps the sign-in; there is no key to copy and nothing to paste into settings.
https://vibe.gitmir.com/mcpWhat happens in Cursor after that
- You ask“Connect this repository to GitMir.”
- vibe_statusWhere the repository is — not connected, reading or ready — and the one next step.
- vibe_connectConnects the repository of this folder. Only if GitMir cannot read it yet, it gives you a GitHub link that works for 30 minutes and only for your account.
- vibe_statusReading, after saying what the reading takes. Then ready.
- gitmir_contextBefore a change: what something is, what depends on it and what the change reaches.
- vibe_refreshReads the commits pushed since the model was built, when you ask.
What GitMir adds
- A compact model of what the product does and how it behaves
- The things a change will actually touch, named before anyone opens a file
- Requirements and development tasks next to the code they concern
- Product-level change across analyzed commits
- Context that survives the session instead of being rebuilt per task
Product understanding for reasoning. Cursor for implementation
Cursor today
- Request
- Cursor agent
- Code, search and tools
- Reconstruct the behavior involved
- Implement
Cursor + GitMir Vibe
- Request
- gitmir_context: the product behavior involved
- Reason about the product change
- Exact code
- Implement
See the product layer on a real repository
The public Supabase model is the same thing a developer would read next to the editor: what a change reaches, which areas answer for it, and the files behind every claim.
What must an AI agent know before changing billing?
An example, so you can see the answer without uploading anything of yours.
- Areas it reachesBilling & Subscription · Organization · Usage · Partner Onboarding · Project Settings
- RecordsSubscription · Invoice · PaymentMethod · CustomerProfile · Entitlement · ProjectAddon
- Actions · 33updateOrgSubscription · topUpCredits · redeemCode
- Endpoints · 27PUT /platform/organizations/{slug}/billing/subscription · POST .../billing/credits/top-up
- Screens · 33payment methods · organization billing and usage
- Customer pathsChange an organization's plan
One run, published in full
The one measurement GitMir has published is a 50-question run over a single repository, Supabase. It compared context systems answering the same questions, graded blind against repository evidence.
It did not measure Cursor with GitMir against Cursor without it. That comparison has not been run, and this page claims no result for it.
See what changed in the product — not only what changed in the code
GitMir updates the product representation from analyzed commits and keeps the product-level difference between versions: what the product does, the rules behind it, the things it works with, and the areas they touch.
What changes, and what does not
Is GitMir a replacement for Cursor?
No. Cursor stays the editor and the agent. GitMir is a second source of intelligence, at the product level.
How does Cursor connect to GitMir?
Through GitMir Vibe. Press Add to Cursor above, or add https://vibe.gitmir.com/mcp as an MCP server. Cursor opens GitMir in the browser to sign in — there is no key to copy.
One click. Keep Cursor
Add GitMir Vibe, sign in once and ask the agent to connect the repository. It reasons from the product model from then on.
10,000 STARTING CREDITS INCLUDED · YOU SEE THE ESTIMATE BEFORE A BUILD STARTS · PROCESSING STOPS WITH YOUR BALANCE AND RESUMES AFTER A TOP-UP