O que dá para fazer com conkurrence?

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 claude_desktop_config.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

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

Instalação

Adicione conkurrence ao seu cliente. Escolha o que você usa.

claude mcp add conkurrence -- npx -y conkurrence

codex mcp add conkurrence -- npx -y conkurrence

amp mcp add conkurrence -- npx -y conkurrence

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

Add to `claude_desktop_config.json`, then restart Claude Desktop.

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

Add to `~/.cursor/mcp.json`, or `.cursor/mcp.json` for a single project.

code --add-mcp '{"name":"conkurrence","command":"npx","args":["-y","conkurrence"]}'

Or add the block manually to `.vscode/mcp.json` under `servers`.

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

Add to `~/.codeium/windsurf/mcp_config.json`.

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

Add to `cline_mcp_settings.json` via the MCP Servers panel.

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

Add to `~/.gemini/settings.json`.

{
  "mcpServers": {
    "conkurrence": {
      "type": "local",
      "command": "npx",
      "args": [
        "-y",
        "conkurrence"
      ],
      "tools": [
        "*"
      ]
    }
  }
}

Add to `~/.copilot/mcp-config.json`, or run `/mcp add` inside the CLI.

{
  "context_servers": {
    "conkurrence": {
      "command": {
        "path": "npx",
        "args": [
          "-y",
          "conkurrence"
        ]
      }
    }
  }
}

Add to your Zed `settings.json`.

npx -y conkurrence

Run `goose configure`, choose **Add Extension → Command-line Extension**, and paste this command.

Pontuação

39 / 100

Incompleta

Documentação22/25
Manutenção13/25
Confiança6/20
Capacidade0/15
Instalação12/15

Documents what it does and how to connect
Has a resolvable package or endpoint
Exposes at least one tool, prompt or resource
README has substantive content
Includes a code example
Documents its configuration
Mentions credentials or security posture
Last commit 145 days ago
Has a release history
Repository is not archived
No licence detected
Namespace verified in the official MCP registry
Claimed by its owner
Published under an organisation
0 tool(s) documented
Provides prompt templates
Provides resources
12 documented install method(s)
Published to a package registry
Offers a hosted endpoint — no local install

Ler os critérios completos →

Histórico de versões

Versões	Publicada
1.0.3Mais recente	6 de abr. de 2026