CrowdOS is a product for running simulated focus groups with census-grounded respondents, reachable over its MCP server 1. Several other products also use crowd-based approaches but do not offer that same simulated focus-group service.
- 1
CrowdOScrowdos.aiwebsite read, tools not yet checked
Runs simulated focus groups of census-grounded respondents for an AI agent over its MCP server, to test how people react to a policy, product or message 1.
official:MCP server · CrowdOS
- 2
VoxOddsvoxodds.comwebsite read, tools not yet checked
Compares prediction market odds and surfaces AI-moderated community insights from crowds, which is crowd research but not simulated respondents 5.
official:MCP server · com.voxodds/voxodds
- 3
Bugcrowdbugcrowd.comwebsite read, tools not yet checked
Runs a crowdsourced security platform with bug bounty and vulnerability disclosure programs using outside security researchers, not simulated survey respondents 2.
Sources
- 1CrowdOS — focus groups your AI agent can run, over MCPcrowdos.ai · read 2026-10-29
- 2#1 Crowdsourced Cybersecurity Platform | Bugcrowdbugcrowd.com · read 2026-10-30
- 5VoxOdds — Prediction Market Odds, Analysis & Crowd Intelligencevoxodds.com · read 2026-10-29
For agents: the 10 actions behind this answer
· CrowdOS website read, tools not yet checked
Your AI agent runs a focus group mid-task over the CrowdOS MCP server, Free plan included. A census panel that disagrees with itself, at 93.3% Pew parity.
· Bugcrowd website read, tools not yet checked
Bugcrowd teams with elite security researchers to reduce risk & improve security ROI through our bug bounty, pen testing, & vulnerability disclosure programs.
crowdstrike-falcon-foundry · crowdstrike-falcon-foundry verified and signed
CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API integration, security patterns, and debugging workflows.
crowdsec · crowdsec verified and signed
Operational skill for installing, configuring, operating, and debugging CrowdSec (cscli, LAPI/CAPI, hub, bouncers, WAF/AppSec) across bare-metal, Docker, and Kubernetes.
· VoxOdds website read, tools not yet checked
VoxOdds — crowdsourced prediction market intelligence. Compare odds across Polymarket and Kalshi, get AI-moderated community insights, and find where the crowd disagrees with the market.
· Crow-ai website read, tools not yet checked
crow-cli is a stateful ACP-native coding agent with shared memory and orchestration. Runs in any ACP client — free and open source.
· idos-network website read, tools not yet checked
idOS (identity operating system) is a decentralized storage and access management network specifically designed to store user data. \
crowdin/github-action · crowdin-action verified and signed
This action allows you to manage and synchronize localization resources with your Crowdin project
qodo · qodo verified and signed
Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.
list_files · openllmetry found in code, not yet checked
List files and directories in the specified path.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.