C
Conkurrence
Measure whether your AI agrees with itself using statistical consensus metrics.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
Manual Client & Custom JSON ConfigExpand JSON ▾
Install Config Generator
Choose your client
💡 Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)
Documentation Overview
ConKurrence
One command. Find out if your AI agrees with itself.
ConKurrence is a statistically validated consensus measurement toolkit for AI evaluation pipelines. It uses multiple AI models as independent raters, measures inter-rater reliability with Fleiss' kappa and bootstrap confidence intervals, and routes contested items to human experts.
Install
MCP Server
Use ConKurrence as an MCP server in Claude Desktop or any MCP-compatible client:
Claude Desktop Configuration
Add to your claude_desktop_config.json:
Claude Code Plugin
Features
- Multi-model evaluation — Run your schema against Bedrock, OpenAI, and Gemini models simultaneously
- Statistical rigor — Fleiss' kappa with bootstrap confidence intervals, Kendall's W for validity
- Self-consistency mode — No API keys needed; uses the host model via MCP Sampling
- Schema suggestion — AI-powered schema design from your data
- Trend tracking — Compare runs over time, detect agreement degradation
- Cost estimation — Know the cost before running
MCP Tools
| Tool | Description |
|---|---|
conkurrence_run | Execute an evaluation across multiple AI raters |
conkurrence_report | Generate a detailed markdown report |
conkurrence_compare | Side-by-side comparison of two runs |
conkurrence_trend | Track agreement over multiple runs |
conkurrence_suggest | AI-powered schema suggestion from your data |
conkurrence_validate_schema | Validate a schema before running |
conkurrence_estimate | Estimate cost and token usage |
Links
- Homepage: conkurrence.com
- npm: npmjs.com/package/conkurrence
- Terms of Service: app.conkurrence.com/terms
- Privacy Policy: app.conkurrence.com/privacy
License
BUSL-1.1 — Business Source License 1.1
Related MCP Servers
Frequently Asked Questions about Conkurrence
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CategoryMonitoring
0/4 checks healthy over the last 6h
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