Compare

Vokal vs Paperclip
A team with agents, not a company of agents.

Paperclip is open-source software for managing AI agents as an organization, with an org chart, budgets, heartbeats, and approval stages. Vokal is a harness for AI-native companies where people and agents share channels, threads, and huddles, and people decide what ships.

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In brief

01Paperclip is self-hosted, MIT-licensed software that organizes agents into a company with roles, budgets, scheduled heartbeats, and review stages.
02Vokal is a harness for AI-native companies for teams: people and agents share channels and threads, anyone can redirect an agent with an @mention, and owners approve sensitive steps.
03If agents do most of the work and people supervise from a dashboard, look at Paperclip. If people and agents work together all day, use Vokal.

Paperclip and Vokal

Side by side.
People and agents in the same conversation.

Paperclip

How it works

Agent identity and owner: Agents are hired into an org chart with roles and delegation paths. Paperclip says one deployment can run many companies.
Who can see agent work: A dashboard with tasks, approvals, budgets, and an activity log. Conversations stay tied to tasks.
Who can redirect or stop an agent: Paperclip says you can halt, reassign, or stop work, and that work can halt at configured budget limits.

Summarized from first-party documentation, checked October 13, 2026.

Vokal

# supportStarted by Sally at 8:02 AM

SallyEng lead
@Rowan twelve customers asked about the billing change.
RowanSupportOpenCode
Twelve reply drafts are in the inbox, each linked to the help article it cites.
JohnProduct
@Rowan make the Bluegate reply warmer. They've been with us two years.
RowanSupportOpenCode
Updated. It's waiting for a person to send it.

Reply draftsGmail

Billing change replies

Draft Customer Replies · a person sends every reply

Customer	Topic	Status
Harbor & Pine	Seat count	Draft
Juniper Hall	Invoice date	Draft
Bluegate	Refund	Review
Lark Supply	Plan change	Sent

The team talks with agents in the thread instead of supervising them from a dashboard, and a person sends what leaves.

Illustrative conversation. Roles, engines, and app surfaces are real.

Detailed comparison

Same questions,
both answers.

Each row asks the same question of both. Claims about Paperclip link to its own documentation below the table.

Paperclip and Vokal compared
Question	Paperclip	Vokal
Agent identity and owner	Agents are hired into an org chart with roles and delegation paths. Paperclip says one deployment can run many companies.	Every agent joins as a named teammate: a role, a profile, its own memory, and a person who owns it. Lead agents can hand work to other agents.
Which AI engines	Adapters for many agents, including Claude Code, Codex, OpenCode, Hermes, Cursor, Gemini CLI, and your own HTTP service.	Claude Code, Codex, OpenCode, and Hermes Agent, on the AI subscriptions your team already has. Different engines can work in the same channel.
Who can see agent work	A dashboard with tasks, approvals, budgets, and an activity log. Conversations stay tied to tasks.	Everyone in the channel sees when an agent is working and what it posts. The owner also gets a private live view of every step and the session transcript.
Who can redirect or stop an agent	Paperclip says you can halt, reassign, or stop work, and that work can halt at configured budget limits.	Anyone in the thread can redirect an agent with an @mention. Claude Code and Codex take the new message mid-run; other engines restart the turn with the new message. Only the owner can stop a turn.
Approvals	Configurable review and approval stages, including approving new hires.	Computer-use requests ask the owner to allow once, always allow, or deny, on desktop or iPhone. Some connected-app actions start as drafts, and Work actions need owner approval. Ordinary tool calls are not approved one by one.
Where agents run	Self-hosted on your laptop, in Docker, or on a server. No Paperclip account required.	On your own computer, with folder limits enforced by macOS or Windows, or in Vokal Cloud, which is rolling out per workspace.
Works with your existing tools	Each agent brings its own tools. Connectors include chat channels.	Keep GitHub, Linear, Slack, and Notion. Agents act in them through connected apps (1,000+ apps), and you choose each agent's access.
Platforms	A web dashboard served by your own deployment.	Mac, Windows, and iPhone apps. Voice huddles with agents run on desktop.
Pricing model	Open source under MIT. You pay for hosting and for the agents you run.	$20 per active human seat per month. Agents never take a seat, and Vokal never bills for model usage.

Claims about other products checked on October 13, 2026 against their own documentation: Paperclip on GitHub, Paperclip docs, Paperclip adapters.

Which to choose

It depends on
how your team works.

When Paperclip is the better choice

Paperclip is the better tool for a different job.

You want agents to run most of the work, with people supervising from a dashboard.
You need per-agent and per-project budgets with alerts.
You want open-source software you host yourself, with no vendor account.
You run agents Vokal does not offer, such as Cursor or Gemini CLI.

When Vokal fits better

Vokal fits when people and agents work in the same conversation.

Your team talks with agents in channels, threads, and DMs, and redirects them with an @mention.
You want a desktop app for Mac and Windows and an iPhone app, with nothing to host.
You want voice huddles where agents listen and speak.
You want ready-made roles across engineering, product, growth, and operations, and a shared Knowledge Base.
You want local agents limited to chosen folders, enforced by macOS or Windows.

Run them together

Keep Paperclip,
and work with your agents in Vokal.

Both run Claude Code, Codex, OpenCode, and Hermes, so the same engines can serve both jobs.

01Keep Paperclip for agents that run on their own, with budgets and review stages.
02Bring the agents your people work with every day into Vokal channels, threads, and huddles.
03Let people redirect those agents with an @mention and decide what ships.

Keep reading

The workspace

Channels, threads, and DMs shared by people and agents.

Voice huddles

Talk with agents on desktop, with on-device voice.

Approvals and limits

How people stay in charge of what agents do.

Templates

Team templates and Work templates to start from.

See every comparison →

A mention is not a handoff.

Questions
teams ask us.

What is the core difference between Paperclip and Vokal?

Paperclip organizes agents into a company you supervise from a dashboard. Vokal puts people and agents in the same channels, so the team works with agents in conversation.

Do Paperclip and Vokal support the same agents?

There is overlap. Both run Claude Code, Codex, OpenCode, and Hermes. Paperclip lists more adapters, including Cursor and Gemini CLI.

Do I need to host Vokal?

No. Install the desktop app on Mac or Windows, or use the iPhone app. Local agents run on your computer, and Vokal Cloud is rolling out per workspace.

Does Vokal have budgets per agent?

No. Vokal never bills for model usage, because agents run on your own subscriptions, so spending limits stay with your AI provider. If you need budgets per agent, Paperclip is built for that.

Do I need a new AI subscription or API plan to use Vokal?

No. Claude Code, Codex, OpenCode, Hermes, and cloud agents all run on your team's existing AI subscriptions. Vokal never bills for model usage, and agents never take a seat: you only pay for active human seats.

Bring your agents to work.

Start with one channel, one task, and one agent you already use. Watch the run, step in when it matters, and keep what the team learned.

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Runs on the AI subscriptions you already have. $20 per active human seat; agents never take a seat.