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deliberation MCP Server

antonbabenko/deliberation

Score: 80.8 → 0% Rank #1771 Agent Framework
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Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures the models' usefulness, too.

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Overview

antonbabenko/deliberation is a JavaScript MCP server licensed under MIT. Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures the models' usefulness, too. Topics: claude-code, code-review, codex, gemini, grok, llm, plan-review, security-review, ai-agents, ai-coding, consensus, multi-agent, xai, developer-tools, mcp, claude, claude-code-plugin, mcp-server, openai.

Ranked #1771 out of 24846 indexed tools.

In the top 8% of all indexed tools.

Ecosystem

JavaScript MIT
claude-codecode-reviewcodexgeminigrokllmplan-reviewsecurity-reviewai-agentsai-codingconsensusmulti-agentxaideveloper-toolsmcpclaudeclaude-code-pluginmcp-serveropenai

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 172

172 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 67%

4/6 issues closed → decent issue management

Contributors 10% 5

5 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 11
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 31 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for antonbabenko/deliberation
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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-server

From the README

# Deliberation

Get a second opinion from GPT, Gemini, and Grok in Claude Code, Codex, Cursor, Kiro, Antigravity, OpenCode, or any other MCP host - plus 400+ more models through OpenRouter, including Qwen, Kimi, and DeepSeek. Seven domain experts (Architect, Code Reviewer, Security Analyst, and four more) review your plans, find bugs, and debate edge cases until they agree.

<br>Recent blog post: [Meet Deliberation: 400+ models is easy, knowing which ones earn a place is hard.](https://builder.aws.com/content/3Eaq94hQW8HywInrVaQm9qNih1P/meet-deliberation-400-models-is-easy-knowing-which-ones-earn-a-place-is-hard)

<details>
<summary>📸 See a full <code>/consensus</code> run: round 1 disagreement to round 5 convergence</summary>

<details>
<summary>... a few moments later ...</summary>

</details>

</details>

<details>
<summary>📸 See <code>/ask-all</code> stage a 2-round architect debate: three models, three verdicts, then each critiques the others - disagreement matrix included</summ
Read full README on GitHub →

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