Your Wells, Inside Any Agent
ChatGPT, Claude, Gemini, or any MCP client calls hosted tools on your rod-lift wells, rank gearbox loads, diagnose wells, read dyno cards. Same credential and scopes as the REST API.
| Base | Case B | |
|---|---|---|
| Stroke rate | 5.0 SPM | 4.2 SPM |
| Plunger | 1.50 in | 1.75 in |
| Gearbox load | 94% | 78% |
| Pump fillage | 71% | 88% |
| Max rod stress | 82% | 76% |
| Oil rate | 157 bopd | 152 bopd |
| 1.0 in | 7/8 in | |
|---|---|---|
| Top taper stress | 71% | 86% |
| Rod string weight | 9,850 lb | 8,420 lb |
| Gearbox load | 83% | 79% |
| Fatigue check | Pass | Marginal |
| 4.0 SPM | 5.0 SPM | 6.0 SPM | |
|---|---|---|---|
| Oil rate | 118 bopd | 131 bopd | 136 bopd |
| Pump fillage | 96% | 89% | 74% |
| Gearbox load | 71% | 86% | 98% |
- Peak load
- 29.2 klb
- Min load
- 8.5 klb
- Fillage
- 71%
- Net stroke
- 113 in
- Peak load
- 29.2 klb
- Min load
- 8.5 klb
- Fillage
- 68%
- Net stroke
- 108 in
Tools Your Agents Call on Your Wells
Model Context Protocol turns an AI client into a caller on your PetroBench org. The client asks in plain language. The server returns scoped tool results from the live wells.
A Hosted Tool Server
MCP is how agents discover and call tools. PetroBench hosts the server: Claude, ChatGPT, Gemini, Grok, or any MCP-compatible tool connects to one URL.
Your Wells, Not a Demo Sandbox
Agents rank wells, diagnose loads, read dyno cards, and look up equipment on the same rod-lift records your engineers already use.
Same Token as the REST API
One scoped Bearer credential. Same org boundary and abilities as HTTP. No second identity store for agents.
Connect Your AI in Three Steps
Nothing to install. Works with Claude, ChatGPT, Gemini, Grok, and more.
- Step 1
Create an Access Key
In Settings, pick what the key can do. Revoke it any time.
- Step 2
Add PetroBench to Your AI
Paste the PetroBench link and key into your AI app.
- Step 3
Ask About Your Wells
Ask in plain words. Changes wait for engineer signoff.
-
Claude -
ChatGPT -
Gemini -
Grok
What Your Agents Can Do
Real PetroBench operations, called with the same scoped permissions.
Find the Right Wells
Search, rank, and flag data gaps across your wells.
- Search & rank
- Production
- Data gaps
Run Sims & Diagnose
Run and compare simulations on the same engine.
- Simulations
- Diagnostics
- Compare
Look Up Equipment
Pull units and rods from your design catalogs.
- Pumping units
- Rod strings
- Installed gear
Stay Inside Limits
Agents stay paced within your org limits.
- Usage
- Contacts
- Account
One Engine. Three Surfaces
One credential and one set of scopes. Pick the surface that fits how your team works.
Vector
Ask on the open well. Vector runs RodSim and drafts changes for engineer review.
Explore VectorMCP
Claude, ChatGPT, and Gemini call hosted tools on the same wells.
REST API
Scripts and services read wells and run sims over versioned HTTP.
Explore the APIAdd the MCP Server to Your Client
Open the docs, paste the hosted URL, and ask on your wells from Claude, ChatGPT, Gemini, or any MCP-compatible tool. Same credential and scopes as REST.