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Harmonica

Forget forms, start conversations.

Harmonica is an open-source platform for AI-facilitated deliberation. Instead of collecting scattered survey responses, Harmonica lets participants engage in structured conversations that surface the why behind their views — then synthesizes collective insights automatically.

Built for communities, governance researchers, and anyone who needs to make sense of what a group actually thinks.

Projects

Repository Description Status
harmonica-web-app Main platform — create sessions, facilitate conversations, analyze results Active
avatar-sdk Knowledge avatars that represent expert perspectives in group discussions Early
harmonica-mcp MCP server for AI agent access to Harmonica sessions Early

How It Works

  1. Create a deliberation session with your question
  2. Share the link — participants join async, on their own time
  3. Converse — an AI facilitator guides each participant through a structured dialogue
  4. Synthesize — Harmonica analyzes all conversations and produces a collective summary

No scheduling. No moderator bottleneck. Participants talk when it suits them, and the platform does the sensemaking.

Ecosystem

Harmonica is part of a broader effort around computational democracy and collective intelligence:

  • Metagov Interop — first cohort participant in the Interoperable Deliberative Tools program, working on shared standards for deliberation platforms
  • Open Facilitation Library — AI facilitation: patterns, skills, workflows, evals
  • gov/acc — Harmonica serves as data collection tool for governance research in web3 communities, in collaboration with Metagov
  • Newspeak House — the London civic tech fellowship where early research behind Harmonica took place; dean Edward Saperia helped shape the concept and design the first MVP

Community-Funded Open Source

Harmonica is community-funded through Open Collective and Giveth — no VC, no strings. Contributions, feedback, and research collaborations welcome.

Licensed under AGPL-3.0 (platform) and MIT (SDK).


harmonica.chat

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  1. harmonica harmonica Public archive

    LLM-powered chatbot for superfast sensemaking and deliberation.

    Python 9 1

Repositories

Showing 10 of 11 repositories
  • docs Public
    harmonicabot/docs's past year of commit activity
    MDX 0 MIT 0 0 0 Updated Sep 12, 2026
  • harmonica-mcp Public

    MCP server for Harmonica deliberation sessions — create, query, and analyze sessions from any AI agent

    harmonicabot/harmonica-mcp's past year of commit activity
    TypeScript 3 MIT 1 1 0 Updated Sep 11, 2026
  • avatar-sdk Public

    Avatar SDK allows Harmonica users to build avatars grounded in verified sources.

    harmonicabot/avatar-sdk's past year of commit activity
    TypeScript 1 MIT 0 1 0 Updated Aug 28, 2026
  • harmonica-chat Public

    CLI command for designing, creating, and managing Harmonica sessions

    harmonicabot/harmonica-chat's past year of commit activity
    PowerShell 2 MIT 0 0 0 Updated Aug 18, 2026
  • harmonica-session-review Public archive

    Claude Code skill that reviews Harmonica session transcripts to identify facilitation issues and suggest specific prompt improvements.

    harmonicabot/harmonica-session-review's past year of commit activity
    PowerShell 0 MIT 0 0 0 Updated Jun 25, 2026
  • harmonica-web-app Public

    Self-hosted AI facilitation for group sensemaking and deliberation

    harmonicabot/harmonica-web-app's past year of commit activity
    TypeScript 8 AGPL-3.0 3 3 7 Updated Apr 12, 2026
  • harmonica-sync Public

    Sync Harmonica deliberation sessions to markdown files

    harmonicabot/harmonica-sync's past year of commit activity
    TypeScript 2 MIT 0 1 0 Updated Apr 7, 2026
  • harmonica-to-agora Public

    Bridge Harmonica session responses to Agora Citizen Network for opinion clustering and consensus mapping

    harmonicabot/harmonica-to-agora's past year of commit activity
    TypeScript 1 0 0 0 Updated Mar 24, 2026
  • .github Public

    Harmonicabot organization profile

    harmonicabot/.github's past year of commit activity
    0 0 0 0 Updated Mar 3, 2026
  • harmonica-v2 Public archive
    harmonicabot/harmonica-v2's past year of commit activity
    TypeScript 0 0 0 0 Updated Dec 3, 2023

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