Accelerator Session Evaluator Connector for AI agents.
3 live capabilities
Optimize accelerator program delivery and session budgets
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Why people use Accelerator Session Evaluator
Solve accelerator budget leaks with Accelerator Session Effectiveness Evaluator
With this MCP, you stop the manual calculation loop. You tell your agent your budget and your goals, and it immediately identifies the most effective way to distribute your sessions. You get a clear, actionable plan instead of a messy spreadsheet.
What Vinkius changes
You stop guessing which training format works and start using data to drive your program design.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,800+ Connectors
- Real-world use case 01
Budget-constrained cohort planning
A manager has $10,000 for a 10-week program and asks their agent to find the best mix of online and offline sessions to keep engagement high.
- Real-world use case 02
Technical workshop selection
A designer needs to know if a high-interaction coding bootcamp should be in-person or remote based on specific engagement targets.
- Real-world use case 03
Comparing historical session data
An ops lead uses past engagement scores to decide if the upcoming series should shift toward a hybrid model to save money.
Complete set · 3capabilities
The complete Accelerator Session Evaluator capability set.
These are the exact actions your AI can choose when you ask it to work with Accelerator Session Evaluator.
01—03
3 capabilities in this set.
Part of 3 available through Accelerator Session Evaluator.
- 01 Capability
Calculate optimal mix
Finds the best balance of digital and physical sessions to maximize impact within a set budget. It helps you plan the whole program structure at once.
- 02 Capability
Compare delivery modes
Compares the engagement and cost of online versus offline formats. Use this to see which mode gives you more bang for your buck.
- 03 Capability
Evaluate session suitability
Analyzes a specific topic to see if it's better suited for a remote or in-person setting. It looks at interaction needs and technical requirements.
Set up in minutes
One URL. Then ask Accelerator Session Evaluator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Accelerator Session Evaluator from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Accelerator Session Evaluator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Accelerator Session Evaluator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Accelerator Session Evaluator URL.
- Step 03
Save and start
Save the connection and enable Accelerator Session Evaluator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"accelerator-session-effectiveness-evaluator": {
"url": "https://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Accelerator Session Evaluator
Open Agent mode in chat and ask: "Using Accelerator Session Evaluator, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"accelerator-session-effectiveness-evaluator": {
"url": "https://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Accelerator Session Evaluator
Ask Copilot: "Using Accelerator Session Evaluator, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"accelerator-session-effectiveness-evaluator": {
"url": "https://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Accelerator Session Evaluator
Open Cascade and ask: "Using Accelerator Session Evaluator, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"accelerator-session-effectiveness-evaluator": {
"url": "https://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Accelerator Session Evaluator
Ask Cline: "Using Accelerator Session Evaluator, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add accelerator-session-effectiveness-evaluator --transport http "https://edge.vinkius.com/vk_preview_HG53Pb5yokTxDDZSkvJaE0AiUgJVpSo1pX2kNdmQ/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Accelerator Session Evaluator
Ask Claude: "Using Accelerator Session Evaluator, show me...". 3 tools are ready
Where the request belongs
Work Accelerator Session Evaluator can move forward.
This is for program directors and educational leads who manage high-stakes training cycles and need to justify every dollar spent on delivery.
Accelerator Program Manager
Deciding how to allocate travel budgets and venue costs across a multi-month cohort.
Curriculum Designer
Determining if a new technical module needs a physical workshop or a webinar.
Operations Lead
Calculating the most efficient way to run a series of sessions without blowing the quarterly budget.
Build the capability set
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Calculate legal setup costs, compliance roadmaps, and optimal fund structures for startup accelerators.
Bring your own AI
Change the model, client or framework. Keep Accelerator Session Evaluator connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Accelerator Session Evaluator.
The practical details behind the request, access and result.
How can I use the Accelerator Session Effectiveness Evaluator to plan my next cohort?
You can use it to calculate the perfect balance of digital and in-person sessions based on your total budget and desired engagement levels.
Can the Accelerator Session Effectiveness Evaluator help me save money on training?
Yes. It identifies which sessions can be moved online without losing significant engagement, helping you reduce travel and venue costs.
Will the Accelerator Session Effectiveness Evaluator work with my existing budget?
Absolutely. You provide your specific budget constraints, and the capability calculates a session mix that stays within those limits.
How does the Accelerator Session Effectiveness Evaluator decide between online and offline?
It looks at the specific needs of your topic, such as required interaction levels and technical dependencies, to recommend the best format.
Can I use the Accelerator Session Effectiveness Evaluator for one-off workshops?
Yes, you can use it to evaluate the suitability of any single topic to see if it's better suited for a digital or in-person setting.
How does the capability determine the winner between online and offline modes?
The compare_delivery_modes capability calculates the effectiveness ratio (attendance, engagement, and outcome correlation) and divides it by the cost per session to find the most cost-effective mode.
Can I plan a full program budget with this capability?
Yes, by using calculate_optimal_mix, you can input your total budget and receive a recommendation for the number of online and offline sessions that maximizes impact.
How is content suitability determined?
The evaluate_session_suitability capability analyzes the interaction requirements and technical dependencies of a topic to recommend the best delivery mode.
One connection away
Give your agent a direct line to Accelerator Session Evaluator.
Connect Accelerator Session Evaluator once. Keep it beside 6,800+ managed Connectors when the next task needs more.
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