Add to ChromeORCHESTRATE
Cloud Run
Runs the agent services and managed browser workloads behind Cloud, API, MCP, and mobile requests.
- Request-based scaling
- Isolated browser workloads
- Pay for active compute
RTRVR × GOOGLE CLOUD
Browser-agent infrastructure built to finish the job.
Google Cloud powers the control plane behind rtrvr across the browser extension, managed Cloud browsers, API, MCP, and WhatsApp.
EXTENSIONCLOUDAPIMCPWHATSAPP
01Cloud Run orchestrationroute · plan · coordinate
Firebaseidentity + state + FCM
Gemini Flashreasoning + tools
Cloud Storagefiles + results
02Browser runtimemanaged Cloud or signed-in device
Finished resultreturned to the surface that started the work
- 35,000+
- Users served
- 7M+
- Live-web runs
- 81.4%
- Benchmark success
- 100%
- GCP infrastructure
THE GOOGLE CLOUD SPINE
One control plane behind every door in.
Each Google Cloud service has one clear job in the path from request to verified result.
COORDINATE
Firebase
Keeps identity, task state, files, and real-time device coordination consistent across every surface.
- Firebase Authentication
- Firestore and Cloud Storage
- FCM device wake-up
REASON
Gemini Flash
Turns compact semantic page context into plans, tool calls, structured outputs, and checked results.
- Structured output
- Fast tool decisions
- Efficient semantic context
HALLUMINATE WEB BENCH
The infrastructure earns its keep in the result.
Compact semantic browser context, fast model decisions, and one shared execution path produced an 81.4% success rate in the published benchmark snapshot.
View benchmark dataOverall success81.4%#1
Read tasks88.24%#1
Write tasks65.63%#1
Average execution0.9 min—
Average task cost$0.12—
WHAT RUNS ON IT
Cloud infrastructure, visible through finished work.
SCHEDULED SIGNALS
Watch the market without keeping a tab open.
Cloud Run starts a managed browser on schedule, rtrvr checks the sources, and the new result returns to the team.
RESULTFresh changes, ready to reviewCloud Run · Firestore · Gemini
BATCH DATA
Turn a column of sources into a usable sheet.
Parallel browser jobs collect the requested fields and write structured results back where the team already works.
RESULTSource-linked rows in Google SheetsCloud Run · Cloud Storage · Sheets
EVENT-DRIVEN WORK
Let another product start the browser job.
An API, MCP, webhook, or WhatsApp message can route work to Cloud or wake a user-owned extension through FCM.
RESULTOne result across every entry pointCloud Run · Firebase · FCM
WHY THIS ARCHITECTURE
Scale when the workload needs it. Stay local when the session needs it.
A managed browser when scale matters
Cloud workloads can start on demand, process many independent jobs, and return structured results without tying up a user device.
The user’s browser when session matters
The same control plane can route work to an online extension, preserving the logins and permissions already held on that device.
One orchestration path across every surface
Extension, Cloud, API, MCP, and WhatsApp share task contracts, progress state, observability, and result handling.
Semantic page context instead of raw pixels
Structured browser context gives the model explicit controls, relationships, and page state before it chooses the next action.
GOOGLE CLOUD PARTNERSHIP
From one signed-in browser to a managed fleet.
rtrvr uses one Google Cloud backbone to make browser work callable wherever people and software need the finished result.