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.
Not yet automatically verified
We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.
Manual Client & Custom JSON ConfigExpand JSON ▾
Client Config & Setup
Choose your client or environment
Target File:
💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Capabilities & Tool Schemas (7)
Inspect callable tools, capabilities, and parameters exposed to AI agents by Conkurrence.
conkurrence_runExecute an evaluation across multiple AI raters
conkurrence_reportGenerate a detailed markdown report
conkurrence_compareSide-by-side comparison of two runs
conkurrence_trendTrack agreement over multiple runs
conkurrence_suggestAI-powered schema suggestion from your data
conkurrence_validate_schemaValidate a schema before running
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
Adoption & maintenance
Factual signals from GitHub, npm, and our automated checks — not a rating.
npm downloads
270
Package downloads in the last 30 days.
Last commit
5mo ago
Most recent push to the default branch.
Tools exposed
7
Callable tools this server registers over MCP.
Reviews
No reviews yet — be the first to share how this listing worked for you.
Frequently Asked Questions about Conkurrence
AllMCPs Directory Badge
Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.
Badge Style:
Live Dynamic SVG Preview
Markdown (GitHub README)
[](https://allmcps.com/mcp/conkurrence)HTML Embed
<a href="https://allmcps.com/mcp/conkurrence"><img src="https://allmcps.com/api/badge/conkurrence?style=directory" alt="Conkurrence on AllMCPs" /></a>Technical Specs & Signals
CategoryMonitoring
3/7 checks healthy over the last 45d
49Quality signal: Fair · 49/100How this signal is calculated ▾
Server availabilityNot measured
Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.
Verified ownership10/20
Documentation & tools24/30
Adoption & activity3/15
Community engagement0/10
A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.
Supply-chain signal
No high-severity advisories surfaced by our automated scan.
Critical 0High 0Medium 0Low 0
Scanned 2d ago via OSV.dev · conkurrence (npm)
Own this project?
This directory is pre-filled from public sources. Claim via GitHub README, site badge, or DNS TXT to unlock edit access and the Official badge — proof is checked automatically, then reviewed by our team.
Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.
Claim & get free dofollowShare & Embed
Add our SVG badge (dark/light directory styles) or embeddable widget to your site.