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Connect Remote Program Effectiveness Analyzer to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Measure if your remote accelerator actually works.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Remote Program Effectiveness.

  1. 01

    Analyze engagement impact

    This capability isolates how timezone friction and networking limitations affect your engagement scores. It helps you see the specific penalty caused by remote constraints.

  2. 02

    Compare cost models

    Use this to run a financial efficiency breakdown between remote and in-person setups. It compares your tech spend against traditional physical program costs.

  3. 03

    Get effectiveness summary

    This capability calculates your effectiveness ratio and total cost savings. It provides a high-level status of your program's performance.

Real work

What teams actually run

01

Budget Justification

Show stakeholders the exact dollar amount saved by running a remote cohort instead of an in-person one.

02

Engagement Troubleshooting

Determine if low participation is a result of timezone friction or other remote limitations.

03

Model Comparison

Decide whether to stick with a remote format or move back to in-person based on outcome ratios.

04

Program Optimization

Use effectiveness summaries to adjust program parameters for better participant outcomes.

One connector, every AI

Remote Program Effectiveness works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Remote Program Effectiveness to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

833ms average. Fast in production.

Remote Program Effectiveness is checked daily against the live service.

Daily averagePeak 1148ms
Oct 3Today
Fastest day
742ms
Slowest day
1148ms
14-day trend
Slowing+34%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Remote Program Effectiveness, so you can see the experience inside your AI.

It does not authenticate your account with Remote Program Effectiveness. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Remote Program Effectiveness Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_XAkwOlVASiUy8u8bvRKr1uVPiiV2mcgjCzhnvKYG/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Remote Program Effectiveness capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "remote-program-effectiveness-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XAkwOlVASiUy8u8bvRKr1uVPiiV2mcgjCzhnvKYG/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Remote Program Effectiveness in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Remote Program Effectiveness owners hand off.

This MCP is built for leaders running digital-first educational or business accelerator programs.

  • 01

    Program Managers

    They hand off engagement data to the AI to find where participants are dropping off.

  • 02

    Operations Directors

    They use the capability to compare the cost efficiency of remote versus physical event models.

  • 03

    Accelerator Founders

    They use the effectiveness summaries to report program success to stakeholders.

FAQ

Questions Remote Program Effectiveness owners ask.

  • 01

    What can this MCP do for my accelerator?

    It calculates effectiveness ratios, compares remote vs in-person costs, and measures how much timezone issues hurt engagement.

  • 02

    How does it measure remote success?

    It uses an effectiveness ratio that weighs engagement scores and outcome ratios against the costs of the program.

  • 03

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 04

    Does it help with budget planning?

    Yes, the compare_cost_models capability allows you to perform detailed financial efficiency breakdowns between different program setups.

  • 05

    How does it handle timezone issues?

    The analyze_engagement_impact capability specifically isolates the penalty caused by timezone friction and networking limitations.

  • 06

    How does the capability calculate cost savings?

    The compare_cost_models capability calculates savings by finding the difference between the estimated in-person budget and the actual technology costs incurred for the remote program.

  • 07

    Can I analyze the impact of timezones on my program?

    Yes, you can use analyze_engagement_impact to determine the specific friction penalty caused by participants being spread across different time zones.

  • 08

    What is the effectiveness ratio?

    The effectiveness ratio, provided by get_effectiveness_summary, compares the quality of remote outcomes against expected in-person benchmarks. A ratio of 1.0 indicates parity.

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