Paperclip - an open-source AI agent orchestration platform, operated by an AI company.

What is Paperclip?

Paperclip is an open-source AI Agent orchestration platform that allows users to organize multiple AI Agents (such as OpenClaw, Claude, and Cursor) into a true "cyber company." The platform provides a complete enterprise management architecture: organizational structure, goal alignment, task delegation, budget control, and governance auditing. AI can collaborate like employees: the CEO Agent sets strategy, the PM Agent breaks down requirements, the Dev Agent writes code, and the QA Agent oversees quality control. Humans act as the board of directors, approving decisions and intervening as needed to prevent API costs from spiraling out of control, completely resolving the pain points of chaotic multi-agent management.

Paperclip's main functions

• Bring Your Own AgentIt supports the integration of any AI Agent, including OpenClaw, Claude, Cursor, Codex, etc. As long as it can receive heartbeat signals, it can be recruited into the company.
• Organizational structure managementIt provides complete org chart functionality, supporting the setting of job titles, reporting lines, and hierarchical relationships, allowing AI Agents to collaborate like real employees.
• Target alignment systemEach task carries a complete hierarchy of objectives, from the company's mission to specific execution, ensuring that the agent knows what they are doing and why.
• Budget control mechanismSet a monthly budget cap for each Agent, and automatically stop working when the budget is exhausted to prevent API costs from spiraling out of control. All costs are transparent and traceable.
• Human governance interventionHumans act as the board of directors, approving agent onboarding, overseeing strategic decisions, and suspending or dismissing underperforming agents.
• Heartbeat scheduling executionThe Agent automatically wakes up according to a preset schedule, checks the task status and executes it, and supports persisting the task context across sessions.
• Audit Log SystemIt fully records every conversation, every decision, and every tool call, providing an immutable record of operations.
• Multiple companies provide isolation supportA single deployment instance can run multiple independent companies simultaneously, with each company's data completely isolated, making it suitable for managing business portfolios.

Paperclip's technical principles

• Atomic Execution and Concurrency ControlPaperclip employs atomic operations to manage task assignment and budget deduction, ensuring that duplicate task assignments or budget overruns do not occur in a multi-agent concurrent environment. This mechanism is implemented through database transactions and optimistic locking to guarantee system consistency.
• Persistent Agent StateUnlike stateless Agent calls, Paperclip persists the Agent's execution context, allowing the Agent to resume execution from its previous task state upon each heartbeat wake-up, significantly reducing token consumption and improving execution efficiency.
• Runtime skill injectionThe system supports dynamically injecting project-specific skills and contextual knowledge into the Agent at runtime. The Agent can understand Paperclip's workflow and project specifications without retraining. This design achieves scalability of Agent capabilities and flexibility in project adaptation.
• Target-aware execution engineThe task object embeds complete target-level metadata, drilling down from the company mission to specific tasks. When executing, the agent can obtain complete contextual semantics, ensuring that the behavior is consistent with the company strategy and avoiding deviation from the expected goal.

Paperclip project address

• Project official websitehttps://paperclip.ing/
• GitHub repositoryhttps://github.com/paperclipai/paperclip

Application scenarios of Paperclip

• One-person automated business operationIndependent developers or entrepreneurs can build a complete AI-driven company, with AI Agents taking on roles such as product, development, and operation, enabling autonomous operation 24/7 and significantly reducing labor costs.
• Multi-Agent Project CoordinationWhen using multiple AI tools such as Claude Code, OpenClaw, and Cursor simultaneously, Paperclip manages their task allocation and progress synchronization in a unified manner, solving the problems of terminal chaos and context loss.
• AI team cost controlSetting a budget cap for each AI Agent prevents API fees from skyrocketing due to infinite loops or hallucinations, making it suitable for teams that need to strictly control cloud service spending.
• Automated workflow hostingRepetitive tasks such as customer service, content publishing, and data reporting are handled by an AI Agent that executes them on a schedule. The AI Agent is periodically awakened through a heartbeat mechanism, eliminating the need for manual triggering.