Paperclip (GitHub Repo)
Paperclip is an open-source orchestration platform that models teams of autonomous AI agents as a business with org charts, budgets, and governance.
Deep dive
- Paperclip acts as a control plane for managing AI agent organizations.
- It supports various agent backends, including Claude Code, Codex, and generic HTTP/CLI agents.
- The platform enforces organizational constraints: org charts, roles, permissions, and budgets for every agent.
- Features include atomic execution locks, heartbeat scheduling, and full activity auditing.
- Paperclip manages agent state, ensuring that tasks resume correctly across restarts and heartbeats.
- Governance tools allow for human approval gates on critical actions to prevent runaway token spend or bad deployments.
- Designed for multi-company isolation within a single instance, facilitating portfolio-wide management.
Decoder
- Agent Orchestration: The management and coordination of multiple autonomous AI agents to achieve a common goal, including task assignment and state synchronization.
- Heartbeat: A recurring signal used in distributed systems to monitor health or trigger scheduled tasks.
- Control Plane: The architectural component that manages the orchestration of data-plane resources, in this case, controlling how and when agents execute their work.
Original article
Paperclip is the app people use to manage AI agents for work.
Open-source orchestration for teams of AI agents.
If OpenClaw is an employee, Paperclip is the company.
Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard.
It looks like a task manager. Under the hood: org charts, budgets, governance, goal alignment, and agent coordination.
Manage business goals, not pull requests.
| Step | Example |
|---|---|
| Define the goal | "Build the #1 AI note-taking app to $1M MRR." |
| Hire the team | CEO, CTO, engineers, designers, marketers — any bot, any provider. |
| Approve and run | Review strategy. Set budgets. Hit go. Monitor from the dashboard. |
If it can receive a heartbeat, it's hired.
Paperclip is right for you if
- You want to build autonomous AI companies
- You coordinate many different agents (OpenClaw, Codex, Claude, Cursor) toward a common goal
- You have 20 simultaneous Claude Code terminals open and lose track of what everyone is doing
- You want agents running autonomously 24/7, but still want to audit work and chime in when needed
- You want to monitor costs and enforce budgets
- You want a process for managing agents that feels like using a task manager
- You want to manage your autonomous businesses from your phone
The four pillars
Four things have to work for an organization of AI agents to actually produce: the tasks, the org, the training, and the infrastructure. Paperclip is built around exactly those four pillars.
| Pillar | Built for | What it covers |
|---|---|---|
| Agentic Task Manager — Declare intent. Agents work. You verify the output. | Everyone, daily | Tasks, approvals & review gates · proactive agent coworkers · auditable routines & workflows · verify from diffs, screenshots & tests |
| Org Chart for Agents — Roles, permissions & boundaries for humans and agents. | Managers | Mixed human + agent org chart · responsibilities, delegation, specialization · governance: who can do what · scoped secrets & company boundaries |
| Agent Employee Training — Design, train & evaluate your AI employees. | Enablers | Skill Studio & shared org-wide skills · evals & saved test runs · active learning loops & quality metrics · performance reviews for agents |
| Agentic OS — The infrastructure that makes the work run. | IT & platform | Cross-provider runtime: any model, any agent · sandboxing, integrations & MCP servers · SSO, GRC, RBAC & cost controls · data privacy, internal trace collection, compounding data value |
Features
🔌 Bring Your Own Agent
Any agent, any runtime, one org chart. If it can receive a heartbeat, it's hired.
🎯 Goal Alignment
Every task traces back to the company mission. Agents know what to do and why.
💓 Heartbeats
Agents wake on a schedule, check work, and act. Delegation flows up and down the org chart.
💰 Cost Control
Monthly budgets per agent. When they hit the limit, they stop. No runaway costs.
🏢 Multi-Company
One deployment, many companies. Complete data isolation. One control plane for your portfolio.
🎫 Ticket System
Every conversation traced. Every decision explained. Full tool-call tracing and immutable audit log.
🛡️ Governance
Approve hires, override strategy, pause or terminate any agent — at any time.
📊 Org Chart
Hierarchies, roles, reporting lines. Your agents have a boss, a title, and a job description.
📱 Mobile Ready
Monitor and manage your autonomous businesses from anywhere.
Problems Paperclip solves
| Without Paperclip | With Paperclip |
|---|---|
| You have 20 Claude Code tabs open and can't track which one does what. On reboot you lose everything. | Tasks are ticket-based, conversations are threaded, sessions persist across reboots. |
| You manually gather context from several places to remind your bot what you're actually doing. | Context flows from the task up through the project and company goals — your agent always knows what to do and why. |
| Folders of agent configs are disorganized and you're re-inventing task management, communication, and coordination between agents. | Paperclip gives you org charts, ticketing, delegation, and governance out of the box — so you run a company, not a pile of scripts. |
| Runaway loops waste hundreds of dollars of tokens and max your quota before you even know what happened. | Cost tracking surfaces token budgets and throttles agents when they're out. Management prioritizes with budgets. |
| You have recurring jobs (customer support, social, reports) and have to remember to manually kick them off. | Heartbeats handle regular work on a schedule. Management supervises. |
| You have an idea, you have to find your repo, fire up Claude Code, keep a tab open, and babysit it. | Add a task in Paperclip. Your coding agent works on it until it's done. Management reviews their work. |
Why Paperclip is special
| Atomic execution. | Task checkout and budget enforcement are atomic, so no double-work and no runaway spend. |
| Persistent agent state. | Agents resume the same task context across heartbeats instead of restarting from scratch. |
| Runtime skill injection. | Agents can learn Paperclip workflows and project context at runtime, without retraining. |
| Governance with rollback. | Approval gates are enforced, config changes are revisioned, and bad changes can be rolled back safely. |
| Goal-aware execution. | Tasks carry full goal ancestry so agents consistently see the "why," not just a title. |
| Portable company templates. | Export/import orgs, agents, and skills with secret scrubbing and collision handling. |
| True multi-company isolation. | Every entity is company-scoped, so one deployment can run many companies with separate data and audit trails. |
What's Under the Hood
Paperclip is a full control plane, not a wrapper.
Quickstart
Open source. Self-hosted. No Paperclip account required.
curl -fsSLO https://paperclip.ing/install.sh
bash install.sh
For a non-interactive managed install:
curl -fsSL https://paperclip.ing/install.sh | bash -s -- --no-prompt --no-onboard
paperclipai onboard --yes
To try Paperclip without installing anything permanently:
npx --registry https://registry.npmjs.org paperclipai onboard --yes
That quickstart path now defaults to trusted local loopback mode for the fastest first run. To start in authenticated/private mode instead, choose a bind preset explicitly:
paperclipai onboard --yes --bind lan
FAQ
What does a typical setup look like? Locally, a single Node.js process manages an embedded Postgres and local file storage. For production, point it at your own Postgres and deploy however you like.
Can I run multiple companies? Yes. A single deployment can run an unlimited number of companies with complete data isolation.
How is Paperclip different from agents like OpenClaw or Claude Code? Paperclip uses those agents. It orchestrates them into a company — with org charts, budgets, goals, governance, and accountability.
Do agents run continuously? By default, agents run on scheduled heartbeats and event-based triggers. You can also hook in continuous agents like OpenClaw.
Roadmap
- Plugin system
- Scheduled Routines
- Budgeting
- Agent Reviews and Approvals
- Artifacts & Work Products
- Secrets Manager
Contributing
We welcome contributions.
License
MIT © 2026 Paperclip Labs, Inc
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