Where does this work?

In Cursor itself: the Customize page manages servers, and the config lives in .cursor/mcp.json (project) or ~/.cursor/mcp.json (global), with the url field for remote servers.

If I connect Agent Parallel Execution Optimizer to Gemini, can I use the same connection in Claude or ChatGPT later?

Yes, and that's the point: the connection is yours, not Gemini's. You paste the same link in any AI you use, and there's nothing new to set up or pay again. Connect a new AI and Agent Parallel Execution Optimizer is already there.

Do I need to hand my Agent Parallel Execution Optimizer password to Gemini?

Never. You sign in once at Vinkius, and we keep your logins encrypted and away from your AI. Gemini only ever sees the link, and you can remove it whenever you want.

What can I actually ask Gemini to do with Agent Parallel Execution Optimizer?

Whatever the Connector covers: check data, run actions and bring answers back. The Connector page lists every capability your AI gains, with real examples you can copy.

Gemini doesn't show the Connector. What do I check?

Make sure the server is enabled on the Customize page and the url was pasted exactly as copied, then confirm the Connector is active in your Vinkius account. A deactivated Connector stops responding.

Can I remove the access later?

Remove the server from your mcp.json (or toggle it off on the Customize page) and it's out of Cursor. Your Vinkius account keeps the connection and its history either way, ready for the next AI.

Calculate the optimal schedule for these tasks: [{ 'taskId': 'T1', 'durationMs': 500, 'resourceRequirements': 10, 'dependencies': [] }, { 'taskId': 'T2', 'durationMs': 300, 'resourceRequirements': 5, 'dependencies': ['T1'] }] with workers [{ 'workerId': 'W1', 'capacity': 15 }] and 50ms overhead.Check if my current swarm configuration has a bottleneck.What is the optimal number of workers for this task set?

What is the optimal number of workers for this task set?Check if my current swarm configuration has a bottleneck.Calculate the optimal schedule for these tasks: [{ 'taskId': 'T1', 'durationMs': 500, 'resourceRequirements': 10, 'dependencies': [] }, { 'taskId': 'T2', 'durationMs': 300, 'resourceRequirements': 5, 'dependencies': ['T1'] }] with workers [{ 'workerId': 'W1', 'capacity': 15 }] and 50ms overhead.

How to give Cursor access to Agent Parallel Execution Optimizer

Set up in seconds, once. From then on, Cursor gets things done for you: edit one config file, and Agent Parallel Execution Optimizer is live in Cursor.

Ask AI about this guide

Agent Parallel Execution Optimizer Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_uer6zJD6viJvkUn5WHcgYnygVqfDTwcRijOblpI2/mcp

Connecting Agent Parallel Execution Optimizer to Cursor

About a minute, in Cursor

1Open Customize in the Cursor sidebar (or create .cursor/mcp.json in your project).
2Add an MCP server named Agent Parallel Execution Optimizer with the url field set to your link. The link above is the URL.
3Save, enable the server, and ask something real. Agent Parallel Execution Optimizer is now part of Cursor.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "agent-parallel-execution-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_uer6zJD6viJvkUn5WHcgYnygVqfDTwcRijOblpI2/mcp"
    }
  }
}

Cursor + Agent Parallel Execution Optimizer

One chat. Your Agent Parallel Execution Optimizer, live inside Cursor.

Real prompts, answered with live data. This is the kind of session you will have in Cursor once the server is in.

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

These prompts ship with the Agent Parallel Execution Optimizer Connector. Once yours is connected, they work in your sessions.

The full capability set, the prompts and the observed latency live on the Agent Parallel Execution Optimizer Connector page.

Mission Control

See everything your Cursor agents do in Agent Parallel Execution Optimizer.

When Cursor runs a tool in Agent Parallel Execution Optimizer, it happens in your editor: you see the result, but not the request itself, what data it carried, or whether a rule was broken.

Now every move lands on your screen.

Every execution is recorded, enforced, and shown to you: what ran, what it returned, what was blocked, and why.

AI Briefing

Upgrade to unlock

Know exactly what needs your attention before you even look at the charts. One briefing. The full picture. The next move.

Requests

Total in this period

Avg Latency

API 88ms · Overhead 54ms

Vinkius Reliability

Agent 280 · Upstream 47 · Vinkius 15

Tokens

AI tokens processed

DLP Protected

Sensitive data redacted

Cost Saved

FinOps truncations applied

AI Agents Activities

last 30 days

30d agotoday

Request Volume & Latency

requests latency

Every request your Cursor agents make through Agent Parallel Execution Optimizer is logged, enforced and auditable. See how AI Governance turns agent activity into accountability, and what it means for your Agent Parallel Execution Optimizer workflows.

What sets us apart

It's not just the Connector that stays safe. Everything your agents do through it is.

Connecting Agent Parallel Execution Optimizer to your AI is step one. But an open line between your agents and Agent Parallel Execution Optimizer is only half the story: without protection, every action they take runs unguarded.

That's why protection doesn't stop at the door.

Every action your agents take through the Connector runs inside our infrastructure: signed activity logs, automatic key rotation, spending limits that pause instead of surprise, and a sandbox that isolates every execution.

Tamper Proof Activity Log

Every request your agents make in Agent Parallel Execution Optimizer is recorded and signed, so any change to the history becomes detectable.

Automatic Key Rotation

We rotate security keys every 24 hours. Your Agent Parallel Execution Optimizer connection stays protected without any manual work.

Spending Protection

We enforce the spending limit you choose and pause actions that exceed it until approval is received. Your Agent Parallel Execution Optimizer actions never surprise you.

Isolated Sandbox

Every execution through Agent Parallel Execution Optimizer runs isolated, with 34+ security rules covering memory, CPU, network access, file handling and execution.

Security Event Streaming

Security events flow to Splunk, Datadog or your own webhook, so Agent Parallel Execution Optimizer activity lands in the tools you already rely on.

Instant Resume

Idle connections resume in 3 to 5 ms while preserving their state, keeping your Cursor sessions responsive.

Malicious File Protection

We detect compressed files designed to exhaust system resources and block them before they ever reach Agent Parallel Execution Optimizer.

Credential Validation

We test your Agent Parallel Execution Optimizer credentials before saving them. Invalid credentials are rejected instead of being stored.

Separate Usage Limits

Usage stays isolated per account, so activity in one connection never consumes another account's allowance.

One Connector, one link, and the whole operation is protected. Not just the connection: everything your agents do through it.

These guarantees are not add-ons: they are the infrastructure every Agent Parallel Execution Optimizer connection runs on. Read how our infrastructure protects everything your Cursor agents do, end to end.

Inside Vinkius

Get Agent Parallel Execution Optimizer ready for your AI. It's easy.

You choose Agent Parallel Execution Optimizer from the Vinkius Catalog and get one connection link. That's it.

You choose Agent Parallel Execution Optimizer
You find Agent Parallel Execution Optimizer in the Catalog and install the Connector with one click.
Agent Parallel Execution Optimizer
Active
Enable Connector
Activating…
You add the link in Cursor
Vinkius gives you one connection link. In Cursor, you add an MCP server named Agent Parallel Execution Optimizer with the link in the url field, and the connection is ready.
Token generated successfully
MCP Connection URL
https://edge.vinkius.com/vk_preview_uer6zJD6viJvkUn5WHcgYnygVqfDTwcRijOblpI2/mcp
Connection Token
vk_live_••••••••
Go to Dashboard

Set it up once. Use Agent Parallel Execution Optimizer with the AI you already use.

FAQ

Cursor access questions.

01
Where does this work?
In Cursor itself: the Customize page manages servers, and the config lives in .cursor/mcp.json (project) or ~/.cursor/mcp.json (global), with the url field for remote servers.
02
If I connect Agent Parallel Execution Optimizer to Gemini, can I use the same connection in Claude or ChatGPT later?
Yes, and that's the point: the connection is yours, not Gemini's. You paste the same link in any AI you use, and there's nothing new to set up or pay again. Connect a new AI and Agent Parallel Execution Optimizer is already there.
03
Do I need to hand my Agent Parallel Execution Optimizer password to Gemini?
Never. You sign in once at Vinkius, and we keep your logins encrypted and away from your AI. Gemini only ever sees the link, and you can remove it whenever you want.
04
What can I actually ask Gemini to do with Agent Parallel Execution Optimizer?
Whatever the Connector covers: check data, run actions and bring answers back. The Connector page lists every capability your AI gains, with real examples you can copy.
05
Gemini doesn't show the Connector. What do I check?
Make sure the server is enabled on the Customize page and the url was pasted exactly as copied, then confirm the Connector is active in your Vinkius account. A deactivated Connector stops responding.
06
Can I remove the access later?
Remove the server from your mcp.json (or toggle it off on the Customize page) and it's out of Cursor. Your Vinkius account keeps the connection and its history either way, ready for the next AI.
More questions about Agent Parallel Execution Optimizer? The Connector page answers them. See everything the Agent Parallel Execution Optimizer Connector can do

About the Connector

What Agent Parallel Execution Optimizer adds to your AI.

Once you connect it, your AI gains 3 capabilities: the exact actions it can take in Agent Parallel Execution Optimizer when you ask. The Connector page lists every one of them in detail, alongside the latency we measure in production and prompts worth trying first.

See everything the Agent Parallel Execution Optimizer Connector can do