Hivemind

Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet — we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON ▾

No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself — its README, its docs, or a verified owner. We haven’t found those for hivemind, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.

Capabilities & Tool Schemas (5)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Hivemind.

hivemind

Query models and get synthesized consensus

configure_keys

Set API keys (stored securely)

check_status

Check configuration and active providers

configure_hive

Toggle grounding search and settings

check_stats

View token usage and cost statistics

Documentation Overview

Hivemind

Multi-model AI consensus platform that queries GPT-5.2, Claude Opus 4.5, and Gemini 3 Pro simultaneously to deliver synthesized, high-confidence responses.

MCP Server for Claude Code

Use Hivemind directly in Claude Code to get perspectives from GPT-5.2 and Gemini 3 Pro. Claude acts as the orchestrator and synthesizes the responses.

Requirements

Node.js >= 18
Claude Code CLI installed
At least one API key: OpenAI or Google AI

Note: No Anthropic API key needed - Claude is already your host!

Installation

Terminal

npm install -g @quantulabs/hivemind
claude mcp add hivemind -- hivemind

Configuration

You need at least one API key, but both are recommended for better consensus:

OpenAI (GPT-5.2)
Google AI (Gemini 3 Pro)

Option 1: Paste directly (recommended)

bash

/hive-config sk-proj-xxx...   # OpenAI key
/hive-config AIzaSy...        # Google key

Option 2: Config file

Create ~/.config/hivemind/.env:

bash

OPENAI_API_KEY=sk-...
GOOGLE_API_KEY=AIza...

# Optional: Override default models
OPENAI_MODEL=gpt-5.1
GOOGLE_MODEL=gemini-2.5-flash

A .env.example template is included in the package.

Using with other MCP clients (non-Claude Code)

For standalone MCP usage, you can also add an Anthropic key to include Claude in the consensus:

bash

ANTHROPIC_API_KEY=sk-ant-...

Disable Claude Code mode via /hive-config > Settings > Claude Code Mode.

Usage

bash

/hive "Why is my WebSocket connection dropping?"

Claude orchestrates the consensus from GPT-5.2 and Gemini 3 Pro responses.

Available Tools

Tool	Description
`hivemind`	Query models and get synthesized consensus
`configure_keys`	Set API keys (stored securely)
`check_status`	Check configuration and active providers
`configure_hive`	Toggle grounding search and settings
`check_stats`	View token usage and cost statistics

Claude Code Commands

/hive <question> - Orchestrate multi-model consensus with Claude as the synthesizer
/hive-config - Configure API keys and settings
/hivestats - View usage statistics

Automatic Hivemind Fallback

Copy CLAUDE.md.example to your project's .claude/CLAUDE.md to enable automatic Hivemind consultation when Claude is stuck (after 3+ failed attempts).

Prompt Caching

All providers use optimized caching for cost reduction on follow-up queries:

Provider	Type	Savings	Min Tokens
OpenAI	Automatic	50%	1024
Gemini 2.5+	Implicit	90%	-
Anthropic	Explicit	90%	1024

Web Interface

A full-featured web app with solo mode, hivemind mode, and conversation history.

Quick Start

bash

# Clone the repository
git clone https://github.com/QuantuLabs/hivemind.git
cd hivemind

# Install dependencies (requires Bun >= 1.0)
bun install

# Start development server
bun dev

Open http://localhost:3000, click the settings icon, and enter your API keys.

Features

Multi-Model Consensus: Query 3 leading AI models simultaneously
Deliberation Algorithm: Up to 3 rounds of refinement to reach consensus
Solo Mode: Chat with individual models (GPT, Claude, Gemini)
Hivemind Mode: Get synthesized responses from all models
Conversation History: Persistent chat sessions
Dark/Light Theme: Full theme support
Secure Storage: API keys encrypted with AES-GCM in browser

Security

API keys are encrypted using AES-GCM with PBKDF2 key derivation
Keys are stored locally in browser localStorage (never sent to servers)
Session persistence uses sessionStorage (cleared on browser close)

How Consensus Works

Initial Query: All 3 models receive the same question
Analysis: An orchestrator analyzes responses for agreements/divergences
Refinement: If no consensus, models see other perspectives and refine (up to 3 rounds)
Synthesis: Final response synthesizes agreed points and addresses divergences

Supported Models

OpenAI

GPT-5.2 (default)
GPT-5.1, GPT-5, GPT-5 Mini, GPT-5 Nano
O4 Mini

Anthropic

Claude Opus 4.5 (default)
Claude Sonnet 4.5, Claude Opus 4, Claude Sonnet 4

Google

Gemini 3 Pro (default)
Gemini 3 Flash, Gemini 2.5 Pro/Flash/Flash Lite, Gemini 2.0 Flash

Project Structure

Code

hivemind/
├── apps/
│   └── web/              # Next.js 14 frontend
├── packages/
│   ├── core/             # Shared consensus logic & providers
│   └── mcp/              # Model Context Protocol server
└── .claude/              # Claude Code integration

Development

bash

# Run all tests
bun test

# Run tests with coverage
bun test:coverage

# Build all packages
bun build

# Lint code
bun lint

License

MIT

Developed by QuantuLabs

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

npm downloads

Package downloads in the last 30 days.

Last commit

8mo ago

Most recent push to the default branch.

Tools exposed

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 Hivemind

We don't have a confirmed install command for hivemind yet, so we don't publish a generated one — a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/QuantuLabs/Hivemind) for the current steps.

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Technical Specs & Signals

CategoryDeveloper Tools

9/11 checks healthy over the last 45d

43Quality signal: Fair · 43/100How 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 & tools20/30

Adoption & activity2/15

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.

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Hivemind

Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.

Quick Install

Automated & IDE Setup

Copy 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 ▾

Capabilities & Tool Schemas (5)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Hivemind.

hivemind

Query models and get synthesized consensus

configure_keys

Set API keys (stored securely)

check_status

Check configuration and active providers

configure_hive

Toggle grounding search and settings

check_stats

View token usage and cost statistics

Documentation Overview

Hivemind

Multi-model AI consensus platform that queries GPT-5.2, Claude Opus 4.5, and Gemini 3 Pro simultaneously to deliver synthesized, high-confidence responses.

MCP Server for Claude Code

Use Hivemind directly in Claude Code to get perspectives from GPT-5.2 and Gemini 3 Pro. Claude acts as the orchestrator and synthesizes the responses.

Requirements

Node.js >= 18
Claude Code CLI installed
At least one API key: OpenAI or Google AI

Note: No Anthropic API key needed - Claude is already your host!

Installation

Terminal

npm install -g @quantulabs/hivemind
claude mcp add hivemind -- hivemind

Configuration

You need at least one API key, but both are recommended for better consensus:

OpenAI (GPT-5.2)
Google AI (Gemini 3 Pro)

Option 1: Paste directly (recommended)

bash

/hive-config sk-proj-xxx...   # OpenAI key
/hive-config AIzaSy...        # Google key

Option 2: Config file

Create ~/.config/hivemind/.env:

bash

OPENAI_API_KEY=sk-...
GOOGLE_API_KEY=AIza...

# Optional: Override default models
OPENAI_MODEL=gpt-5.1
GOOGLE_MODEL=gemini-2.5-flash

A .env.example template is included in the package.

Using with other MCP clients (non-Claude Code)

For standalone MCP usage, you can also add an Anthropic key to include Claude in the consensus:

bash

ANTHROPIC_API_KEY=sk-ant-...

Disable Claude Code mode via /hive-config > Settings > Claude Code Mode.

Usage

bash

/hive "Why is my WebSocket connection dropping?"

Claude orchestrates the consensus from GPT-5.2 and Gemini 3 Pro responses.

Available Tools

Tool	Description
`hivemind`	Query models and get synthesized consensus
`configure_keys`	Set API keys (stored securely)
`check_status`	Check configuration and active providers
`configure_hive`	Toggle grounding search and settings
`check_stats`	View token usage and cost statistics

Claude Code Commands

/hive <question> - Orchestrate multi-model consensus with Claude as the synthesizer
/hive-config - Configure API keys and settings
/hivestats - View usage statistics

Automatic Hivemind Fallback

Copy CLAUDE.md.example to your project's .claude/CLAUDE.md to enable automatic Hivemind consultation when Claude is stuck (after 3+ failed attempts).

Prompt Caching

All providers use optimized caching for cost reduction on follow-up queries:

Provider	Type	Savings	Min Tokens
OpenAI	Automatic	50%	1024
Gemini 2.5+	Implicit	90%	-
Anthropic	Explicit	90%	1024

Web Interface

A full-featured web app with solo mode, hivemind mode, and conversation history.

Quick Start

bash

# Clone the repository
git clone https://github.com/QuantuLabs/hivemind.git
cd hivemind

# Install dependencies (requires Bun >= 1.0)
bun install

# Start development server
bun dev

Open http://localhost:3000, click the settings icon, and enter your API keys.

Features

Multi-Model Consensus: Query 3 leading AI models simultaneously
Deliberation Algorithm: Up to 3 rounds of refinement to reach consensus
Solo Mode: Chat with individual models (GPT, Claude, Gemini)
Hivemind Mode: Get synthesized responses from all models
Conversation History: Persistent chat sessions
Dark/Light Theme: Full theme support
Secure Storage: API keys encrypted with AES-GCM in browser

Security

API keys are encrypted using AES-GCM with PBKDF2 key derivation
Keys are stored locally in browser localStorage (never sent to servers)
Session persistence uses sessionStorage (cleared on browser close)

How Consensus Works

Initial Query: All 3 models receive the same question
Analysis: An orchestrator analyzes responses for agreements/divergences
Refinement: If no consensus, models see other perspectives and refine (up to 3 rounds)
Synthesis: Final response synthesizes agreed points and addresses divergences

Supported Models

OpenAI

GPT-5.2 (default)
GPT-5.1, GPT-5, GPT-5 Mini, GPT-5 Nano
O4 Mini

Anthropic

Claude Opus 4.5 (default)
Claude Sonnet 4.5, Claude Opus 4, Claude Sonnet 4

Google

Gemini 3 Pro (default)
Gemini 3 Flash, Gemini 2.5 Pro/Flash/Flash Lite, Gemini 2.0 Flash

Project Structure

Code

hivemind/
├── apps/
│   └── web/              # Next.js 14 frontend
├── packages/
│   ├── core/             # Shared consensus logic & providers
│   └── mcp/              # Model Context Protocol server
└── .claude/              # Claude Code integration

Development

bash

# Run all tests
bun test

# Run tests with coverage
bun test:coverage

# Build all packages
bun build

# Lint code
bun lint

License

MIT

Developed by QuantuLabs

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

npm downloads

Package downloads in the last 30 days.

Last commit

8mo ago

Most recent push to the default branch.

Tools exposed

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 Hivemind

AllMCPs Directory Badge

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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:

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Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/hivemind?style=directory)](https://allmcps.com/mcp/hivemind)

HTML Embed

<a href="https://allmcps.com/mcp/hivemind"><img src="https://allmcps.com/api/badge/hivemind?style=directory" alt="Hivemind on AllMCPs" /></a>

Technical Specs & Signals

CategoryDeveloper Tools

9/11 checks healthy over the last 45d

43Quality signal: Fair · 43/100How 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 & tools20/30

Adoption & activity2/15

Community engagement0/10

★ Featured

AllMCPs Server

Explore Server →

Own this project?

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.

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