MCP.Market

Conkurrence MCP server

by AlligatorC0der·io.github.AlligatorC0der/conkurrence·v1.0.5
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Multi-model rating for AI evaluation. Agreement is reliability, not validity. Maintenance mode.

B82/100grade B
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Safety scan
B82/100

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Adoption
New

0 stars71 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Conkurrence tools

No tool declarations could be read from the package source. They show once the server is installed.

Not scanned yet. New listings are scanned within a day or two of arriving.

How Conkurrence compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
82/100
higher than 65% of 4,460 AI and agents servers
Downloads a week
71
more than 55% of 1,538 AI and agents servers with a package

Release history: 2 versions in the registry since 2026-04-06, latest 2026-10-03, typically one every 180 days.

Install Conkurrence in Claude Code, Cursor or VS Code

Runs npx -y conkurrence on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add conkurrence -- npx -y conkurrence
Add to Cursor

What the publisher says

From the Conkurrence repository's README, as published. We do not edit it. Read it on GitHub

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

npm install -g conkurrence

MCP Server

Use ConKurrence as an MCP server in Claude Desktop or any MCP-compatible client:

npx conkurrence mcp

Claude Desktop Configuration

Add to your claudedesktopconfig.json:

{
  "mcpServers": {
    "conkurrence": {
      "command": "npx",
      "args": ["-y", "conkurrence", "mcp"]
    }
  }
}

Claude Code Plugin

/plugin marketplace add AlligatorC0der/conkurrence

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

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

Nothing above is checked by us. What we check is on the safety report.

Conkurrence: common questions

Is Conkurrence MCP server safe?
Mostly: it is graded B (82/100). Read the Conkurrence safety report
How do I install Conkurrence?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Conkurrence need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Conkurrence maintained?
The last commit was 210 days ago (2026-04-08). The latest release is v1.0.5.
What can I use instead of Conkurrence?
Servers from other publishers that do the same job: PaperBanana MCP server, three.ws Brain MCP server and Claude Prompts MCP server.
How does Conkurrence compare with other AI and agents MCP servers?
safety score 82/100 (higher than 65% of 4,460 AI and agents servers); downloads a week 71 (more than 55% of 1,538 AI and agents servers with a package). Full comparison.

Alternatives to Conkurrence

Same job from other publishers: the closest match first, then the best rated.

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    A
  • three.ws Brain
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  • Claude Prompts
    Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.
    A