Agent Consensus Voting Engine Connector for AI agents.
3 live capabilities
Aggregate multi-agent responses into deterministic decisions
Waiting for input…
Why people use Agent Consensus Voting Engine
Stop agent disagreements with Agent Consensus & Voting Engine math
With this MCP, that manual guesswork disappears. Instead of asking an agent to guess which peer was right, you feed the raw responses into a deterministic engine. It calculates the winner based on the exact math you define, whether that's weighted by expertise or a simple majority. You get a single, clean answer and the statistical proof to back it up.
What Vinkius changes
You get a single, reliable answer from a group of disagreeing agents.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,400+ Connectors
- Real-world use case 01
Resolving conflicting code reviews
When three different agents review a pull request, use this to weigh the senior agent's feedback more heavily to reach a final verdict.
- Real-world use case 02
Multi-agent financial forecasting
Aggregate different market analysis agents into a single consensus prediction using weighted voting based on their historical accuracy.
- Real-world use case 03
Autonomous research synthesis
Combine findings from multiple search agents to ensure the final summary represents a true consensus rather than a single outlier.
Complete set · 3capabilities
The complete Agent Consensus Voting Engine capability set.
These are the exact actions your AI can choose when you ask it to work with Agent Consensus Voting Engine.
01—03
3 capabilities in this set.
Part of 3 available through Agent Consensus Voting Engine.
- 01 Capability
Validate voting parameters
Checks that your voting configuration is mathematically valid. This prevents errors before you run a consensus calculation.
- 02 Capability
Analyze agent reliability
Evaluates the quality and spread of agent responses. It helps you understand if the consensus is actually trustworthy.
- 03 Capability
Calculate consensus
Runs the actual voting math to find the final result. It produces the winning decision and key statistical metrics.
Set up in minutes
One URL. Then ask Agent Consensus Voting Engine to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Agent Consensus Voting Engine 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_Zjo5n3owcgJR4lPtLlZvBhlnsZMTgt3Ntx9uHBP3/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 Agent Consensus Voting Engine, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Agent Consensus Voting Engine for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_Zjo5n3owcgJR4lPtLlZvBhlnsZMTgt3Ntx9uHBP3/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 Agent Consensus Voting Engine URL.
- Step 03
Save and start
Save the connection and enable Agent Consensus Voting Engine in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-consensus-voting-engine": {
"url": "https://edge.vinkius.com/vk_preview_Zjo5n3owcgJR4lPtLlZvBhlnsZMTgt3Ntx9uHBP3/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 Agent Consensus Voting Engine
Open Agent mode in chat and ask: "Using Agent Consensus Voting Engine, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-consensus-voting-engine": {
"url": "https://edge.vinkius.com/vk_preview_Zjo5n3owcgJR4lPtLlZvBhlnsZMTgt3Ntx9uHBP3/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 Agent Consensus Voting Engine
Ask Copilot: "Using Agent Consensus Voting Engine, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-consensus-voting-engine": {
"url": "https://edge.vinkius.com/vk_preview_Zjo5n3owcgJR4lPtLlZvBhlnsZMTgt3Ntx9uHBP3/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 Agent Consensus Voting Engine
Open Cascade and ask: "Using Agent Consensus Voting Engine, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-consensus-voting-engine": {
"url": "https://edge.vinkius.com/vk_preview_Zjo5n3owcgJR4lPtLlZvBhlnsZMTgt3Ntx9uHBP3/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 Agent Consensus Voting Engine
Ask Cline: "Using Agent Consensus Voting Engine, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add agent-consensus-voting-engine --transport http "https://edge.vinkius.com/vk_preview_Zjo5n3owcgJR4lPtLlZvBhlnsZMTgt3Ntx9uHBP3/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 Agent Consensus Voting Engine
Ask Claude: "Using Agent Consensus Voting Engine, show me...". 3 tools are ready
Where the request belongs
Work Agent Consensus Voting Engine can move forward.
This is for developers and researchers building multi-agent systems where a single, reliable answer is required to trigger a real-world action.
AI Engineer
Building multi-agent swarms that need to coordinate on complex reasoning tasks.
Data Scientist
Using ensemble methods to aggregate model outputs for more stable predictions.
Systems Architect
Designing autonomous workflows where agent decisions must be deterministic and auditable.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
Graph Coloring Scheduler
Deterministic agent scheduling using graph coloring to prevent resource conflicts.
Liquidation Preference Calculator
Model complex equity distribution and liquidation preference scenarios during company exits.
Agent Cost Allocation Engine
Deterministic cost allocation and chargeback calculator for multi-agent systems.
Delighted
Equip your AI agent to monitor customer feedback, track NPS metrics, and manage survey responses via the Delighted API.
Prompt Reuse Analyzer
Analyze prompt template reuse, efficiency, and standardization opportunities.
Retrieval Relevance Scorer
A deterministic scoring engine that filters retrieved documents using Jaccard, TF-IDF, and coverage metrics.
Bring your own AI
Change the model, client or framework. Keep Agent Consensus Voting Engine connected.
-
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 Agent Consensus Voting Engine.
The practical details behind the request, access and result.
How does the Agent Consensus & Voting Engine handle conflicting agent answers?
It uses mathematical models like weighted voting or Borda count to aggregate the responses into one final, deterministic decision based on the rules you set.
Can I give certain agents more influence in the Agent Consensus & Voting Engine?
Yes. You can assign expertise scores to each agent, allowing the engine to weigh their votes more heavily than less specialized agents.
How do I know if the Agent Consensus & Voting Engine result is actually trustworthy?
The engine provides statistical metrics like a dissent index and confidence intervals, which tell you exactly how much the agents agreed or disagreed.
Is the Agent Consensus & Voting Engine compatible with my existing AI agents?
Yes, as long as your agents can output their decisions and confidence levels, this MCP can process them regardless of which client you use.
Can I use the Agent Consensus & Voting Engine to prevent errors in my automated workflows?
Absolutely. By checking the reliability and dissent metrics, you can program your workflow to stop if the agents' agreement falls below a certain threshold.
How does weighted voting work in this engine?
In weighted voting, the score for an answer is the sum of the products of confidence and expertise for all agents choosing that answer, divided by the sum of those products for all participating agents.
What happens if the quorum is not met?
If the number of participating agents is less than the required quorum threshold, the calculate_consensus capability will flag isQuorumMet as false and the consensus result will be null.
Can I use this to detect split decisions?
Yes, the engine detects split decisions. If no single option receives more than 50% of the participating votes, isSplitDecision will be true.
One connection away
Give your agent a direct line to Agent Consensus Voting Engine.
Connect Agent Consensus Voting Engine once. Keep it beside 6,400+ managed Connectors when the next task needs more.
Explore every Connector No credit card required · Free tier available