The open-source app everyone uses to manage agents at work
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Devin Foley 1d0e826767
feat(acpx/ui): adapter-declared capabilities for verbose streaming backends (no behavior change by default) (#11761)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work
> - Local agent adapters stream their work through the shared acpx
engine, which every ACP adapter (`claude_local`, `codex_local`,
`gemini_local`, custom ACP) runs on
> - Verbose streaming backends break two shared-engine behaviors: the
auto-posted run summary concatenates every text delta including the
thought stream (a long multi-tool run once auto-posted a ~50k character
monologue as an issue comment), and token-by-token tool-argument
streaming floods the run log with tens of thousands of
placeholder-titled in-progress events per run
> - These fixes were developed inside the `kimi_local` adapter PR, where
Kimi Code's streaming volume (~16,000 text deltas per run vs ~290 for a
comparable Claude run) surfaced both problems
> - Changing this behavior for all adapters at once is a fleet-wide
risk, and hardcoding adapter identities in shared code does not scale to
many adapters (or work at all for externally-shipped plugin adapters) —
so the behaviors become invocation-config parameters that an adapter's
own acpx config builder sets, with defaults preserving today's behavior
byte-for-byte
> - The benefit is that the machinery lands fully tested with zero
behavior change for existing adapters — pin tests prove it — the engine
carries no adapter identities, and any adapter (including `custom_acp`
configs for external backends) opts in declaratively

## Linked Issues or Issue Description

- Refs #9967 — extracted from the `kimi_local` adapter PR and
restructured to be inert by default; the commit preserves the original
author's (@hawikk) authorship.

**Current behavior**

When an acpx-engine run ends without the agent leaving a comment, the
auto-posted summary is every streamed text delta concatenated, thought
stream included. Backends that stream tool arguments emit tens of
thousands of placeholder-titled `in_progress` tool events into the
stored run log, pinning the live activity indicator to a generic "tool
call". There is no mechanism for an adapter to vary either behavior, and
shared code must never branch on adapter identities.

**Proposed behavior**

Two engine invocation-config parameters, read with behavior-preserving
defaults: `summaryStrategy` (`"full"` = existing concatenation, the
default; `"lastOutputSegment"` = segment output at tool starts, exclude
thought stream, post the last non-empty segment) and
`coalescePlaceholderToolUpdates` (`false` = never drop an event, the
default; `true` = coalesce placeholder-titled in-progress updates). An
adapter opts in from its own acpx config builder — the engine has no
per-adapter knowledge, no adapter identity appears anywhere in shared
code, and `custom_acp` agent configs can set the same knobs for external
verbose backends.

**Reason and benefit**

Existing adapters are provably unaffected — new pin tests assert the
default path's summary and tool-event output byte-for-byte, so any
future change that alters behavior for claude/codex/gemini/custom fails
the suite. The verbose-backend handling still lands fully tested,
activated declaratively by the adapter that needs it (the `kimi_local`
adapter PR sets both knobs in its config builder).

## What Changed

- `packages/adapter-utils/src/acpx-engine/execute.ts`: the run
preparation parses `summaryStrategy` and
`coalescePlaceholderToolUpdates` from the invocation config (validated,
defaulted); summary accumulation and `emitRuntimeEvent` branch on the
prepared values. The default path is the pre-existing code
(`textParts.join("")`, no event filtering). `buildAcpxRunSummary` is the
exported last-segment strategy.
- `packages/adapter-utils/src/acpx-engine/execute.test.ts`: a pin test
asserting the default path's exact summary (thought stream included) and
full tool-event stream (placeholder-titled in-progress updates present,
names restored); opt-in tests for each knob; a `buildAcpxRunSummary`
unit test.

- `ui/src/adapters/types.ts`: `UIAdapterModule` gains an optional
`transcriptPresentation` capability — `maxVisibleEntries` (issue-chat
transcript window, default 30) and `liveReasoningView` (`"ticker"`
default; `"scrollLog"` renders live reasoning in a scrollable
auto-following box with one entry per tool call).
- `ui/src/lib/issue-chat-messages.ts` and
`ui/src/components/IssueChatThread.tsx`: shared code resolves the hints
via `findUIAdapter(adapterType)` with today's defaults as fallback — no
adapter identities anywhere. The `scrollLog` rendering component ships
here but is unreachable until an adapter declares it.
- `ui/src/lib/issue-chat-messages.test.ts`: a capability test registers
a synthetic verbose adapter and asserts the wider window; the
pre-existing test keeps pinning the default 30-entry window.

No adapter declares any of this in this PR — every adapter renders and
summarizes exactly as before, and there is no per-adapter data anywhere.
The `kimi_local` adapter PR (#9967, stacked on this branch) is the first
consumer: it declares `transcriptPresentation` in its own UI module and
sets the engine knobs in its own acpx config builder.

## Verification

- Engine suite: 130/130 pass (126 existing + 4 new); chat suites
(`issue-chat-messages`, `IssueChatThread`, `RunChatSurface`): all pass
including the new synthetic-adapter capability test — 237 tests across
the touched surfaces
- The pin tests are the regression guard: the engine test encodes
today's summary text and tool-event sequence for a default-config run,
and the existing 30-entry-window test pins the default transcript
window, so "nothing changed for Claude/Codex users" is an executable
assertion, not a review judgment
- `pnpm --filter @paperclipai/adapter-utils --filter @paperclipai/ui
typecheck`: clean

## Risks

- Low: with no adapter setting the knobs, every code path taken in
production is the existing one. The only behavioral surface is additive
(an unused strategy and an unused filter), exercised by tests.
- The knobs are ordinary invocation-config keys, so a `custom_acp` agent
config can also set them — intended: an external verbose backend gets
the same handling without code changes. Both knobs only affect that
agent's own run summaries and run-log verbosity.

## Model Used

- Original implementation authored in #9967 by @hawikk (models
documented there: Moonshot AI Kimi K3 Coding via Kimi Code CLI 0.27.0,
OpenAI GPT-5 Codex, Anthropic Claude Opus 4.8). The commit preserves
that authorship.
- Extraction, restructuring into config-declared parameters, pin tests,
and verification: Anthropic, **Claude Fable 5** (`claude-fable-5`) via
Claude Code, with repository, shell, and Git tooling.

## Checklist

- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [ ] All Paperclip CI gates are green
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge

---------

Co-authored-by: Hawik <davapa@gmail.com>
2026-08-20 10:37:58 -07:00
.agents/skills docs(skills): changelog entries describe deltas, not repeats (#11663) 2026-08-18 16:41:00 -07:00
.claude revert(ui): back out onboarding port (#10786) (#11067) 2026-08-07 14:55:34 -07:00
.github feat(release): bootstrap new npm packages with a placeholder publish (#11757) 2026-08-19 19:38:17 -07:00
cli fix(server): stamp built commit into service.version (#11748) 2026-08-19 21:20:40 -07:00
design/pap-14557-monitor-visibility feat: make issue monitors visible across task surfaces (#9783) 2026-07-18 14:39:37 -05:00
doc fix(workspaces): seed managed worktrees when the base checkout has no config (#11752) 2026-08-20 08:42:16 -07:00
docker fix(release-smoke): pin the smoke container to the lan bind preset (#11189) 2026-08-10 13:51:49 -07:00
docs Add governed secret alias confirmation cards (#11486) 2026-08-18 09:44:24 -05:00
evals feat(mcp) [split 8/8]: add e2e coverage and operator docs (#9563) 2026-07-14 15:48:57 -05:00
packages feat(acpx/ui): adapter-declared capabilities for verbose streaming backends (no behavior change by default) (#11761) 2026-08-20 10:37:58 -07:00
patches fix(adapters): persist ACPX process identity for hot restart (#9838) 2026-07-31 14:43:46 -07:00
releases docs(release): stable notes for the 2026.818.0-beta.1 soak (v2026.821.0) (#11661) 2026-08-18 16:40:32 -07:00
report fix: isolate codex home in worktrees 2026-03-13 11:53:56 -05:00
screenshots feat(ui): NUX rework behind enableConferenceRoomChat experimental flag — capsule onboarding, conference-room chat, unified composer (#8000) 2026-06-11 16:32:55 -05:00
scripts fix(workspaces): seed managed worktrees when the base checkout has no config (#11752) 2026-08-20 08:42:16 -07:00
server refactor(settings): unify settings and speed up exports (#11789) 2026-08-20 12:15:16 -05:00
skills Add governed secret alias confirmation cards (#11486) 2026-08-18 09:44:24 -05:00
skills-releases/paperclip feat(skills): add beta releases for the core Paperclip skill (#10228) 2026-07-27 19:45:59 -05:00
tests fix(server): reject invalid agent credentials instead of downgrading to the local user actor (#11589) 2026-08-17 21:36:11 -07:00
tools/agent-shim build(agent-runtime): harness runtime images for sandboxed execution (stage 3/3) (#7934) 2026-06-10 21:10:23 -07:00
ui feat(acpx/ui): adapter-declared capabilities for verbose streaming backends (no behavior change by default) (#11761) 2026-08-20 10:37:58 -07:00
.dockerignore feat: Docker quickstart with Compose, docs, and improved Dockerfile 2026-02-26 10:32:33 -06:00
.env.example fix: bound workspace Git scans (#11572) 2026-08-17 22:11:30 -05:00
.gitignore perf: add repeatable issue-detail baseline rig (#10409) 2026-08-11 15:18:29 -04:00
.mailmap chore: improve worktree tooling and security docs 2026-04-10 22:26:30 -05:00
.npmrc Add project scaffolding and infrastructure config 2026-02-16 13:31:35 -06:00
AGENTS.md docs: remove leaked fork-specific section from AGENTS.md (#9935) 2026-08-04 22:40:27 -05:00
CONTRIBUTING.md docs: require Simplified Technical English for PR text (#10447) 2026-07-29 13:50:15 -05:00
DESIGN.md feat(ui): chat-style task view behind an experimental flag (#10606) 2026-08-01 02:26:47 -07:00
Dockerfile fix(server): stamp built commit into service.version (#11748) 2026-08-19 21:20:40 -07:00
LICENSE Add License 2026-03-07 02:57:28 +09:00
README.md docs: replace broken README Discord badge (#1727) 2026-08-04 22:09:52 -05:00
ROADMAP.md Replace host-to-host Cloud Sync with full-fidelity company Import/Export (#10507) 2026-07-30 11:37:00 -07:00
SECURITY.md chore: improve worktree tooling and security docs 2026-04-10 22:26:30 -05:00
adapter-plugin.md feat(adapters): external adapter plugin system with dynamic UI parser 2026-04-03 21:11:20 +01:00
package.json build(deps): bump react and @types/react (#11721) 2026-08-20 08:20:34 -07:00
pnpm-lock.yaml build(deps): bump jsdom and @types/jsdom (#11717) 2026-08-20 10:11:28 -07:00
pnpm-workspace.yaml Add E2B sandbox provider plugin (#4452) 2026-04-25 11:01:11 -07:00
tsconfig.base.json Fix root TypeScript solution config 2026-03-09 14:09:30 -05:00
tsconfig.json feat(mcp) [split 1/8]: add fixture demo servers (#9556) 2026-07-14 12:56:21 -05:00
vitest.config.ts fix(openclaw-gateway): use per-agent claimedApiKeyPath in wake text (#4668) 2026-08-05 00:53:43 -05:00

README.md

Paperclip is the app people use to manage AI agents for work.

Quickstart · Docs · GitHub · Discord · Twitter · Website

MIT License Stars Star History Rank Discord



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
01 Define the goal "Build the #1 AI note-taking app to $1M MRR."
02 Hire the team CEO, CTO, engineers, designers, marketers — any bot, any provider.
03 Approve and run Review strategy. Set budgets. Hit go. Monitor from the dashboard.

Works
with
OpenClaw
OpenClaw
Claude
Claude Code
Codex
Codex
Cursor
Cursor
Bash
Bash
HTTP
HTTP

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.

The four pillars of Paperclip
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

Paperclip handles the hard orchestration details correctly.

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. Before you build any of this yourself, know that it already exists:

┌──────────────────────────────────────────────────────────────┐
│                       PAPERCLIP SERVER                       │
│                                                              │
│  ┌───────────┐  ┌───────────┐  ┌───────────┐  ┌───────────┐  │
│  │Identity & │  │  Work &   │  │ Heartbeat │  │Governance │  │
│  │  Access   │  │   Tasks   │  │ Execution │  │& Approvals│  │
│  └───────────┘  └───────────┘  └───────────┘  └───────────┘  │
│                                                              │
│  ┌───────────┐  ┌───────────┐  ┌───────────┐  ┌───────────┐  │
│  │ Org Chart │  │Workspaces │  │  Plugins  │  │  Budget   │  │
│  │ & Agents  │  │ & Runtime │  │           │  │ & Costs   │  │
│  └───────────┘  └───────────┘  └───────────┘  └───────────┘  │
│                                                              │
│  ┌───────────┐  ┌───────────┐  ┌───────────┐  ┌───────────┐  │
│  │ Routines  │  │ Secrets & │  │ Activity  │  │  Company  │  │
│  │& Schedules│  │  Storage  │  │ & Events  │  │Portability│  │
│  └───────────┘  └───────────┘  └───────────┘  └───────────┘  │
└──────────────────────────────────────────────────────────────┘
         ▲              ▲              ▲              ▲
   ┌─────┴─────┐  ┌─────┴─────┐  ┌─────┴─────┐  ┌─────┴─────┐
   │  Claude   │  │   Codex   │  │   CLI     │  │ HTTP/web  │
   │   Code    │  │           │  │  agents   │  │   bots    │
   └───────────┘  └───────────┘  └───────────┘  └───────────┘

The Systems

Identity & Access — Two deployment modes (trusted local or authenticated), board users, agent API keys, short-lived run JWTs, company memberships, invite flows, and OpenClaw onboarding. Every mutating request is traced to an actor.

Org Chart & Agents — Agents have roles, titles, reporting lines, permissions, and budgets. Adapter examples match the diagram: Claude Code, Codex, CLI agents such as Cursor/Gemini/bash, HTTP/webhook bots such as OpenClaw, and external adapter plugins. If it can receive a heartbeat, it's hired.

Work & Task System — Issues carry company/project/goal/parent links, atomic checkout with execution locks, first-class blocker dependencies, comments, documents, attachments, work products, labels, and inbox state. No double-work, no lost context.

Heartbeat Execution — DB-backed wakeup queue with coalescing, budget checks, workspace resolution, secret injection, skill loading, and adapter invocation. Runs produce structured logs, cost events, session state, and audit trails. Recovery handles orphaned runs automatically.

Workspaces & Runtime — Project workspaces, isolated execution workspaces (git worktrees, operator branches), and runtime services (dev servers, preview URLs). Agents work in the right directory with the right context every time.

Governance & Approvals — Board approval workflows, execution policies with review/approval stages, decision tracking, budget hard-stops, agent pause/resume/terminate, and full audit logging. Nothing ships without your sign-off.

Budget & Cost Control — Token and cost tracking by company, agent, project, goal, issue, provider, and model. Scoped budget policies with warning thresholds and hard stops. Overspend pauses agents and cancels queued work automatically.

Routines & Schedules — Recurring tasks with cron, webhook, and API triggers. Concurrency and catch-up policies. Each routine execution creates a tracked issue and wakes the assigned agent — no manual kick-offs needed.

Plugins — Instance-wide plugin system with out-of-process workers, capability-gated host services, job scheduling, tool exposure, and UI contributions. Extend Paperclip without forking it.

Secrets & Storage — Instance and company secrets, encrypted local storage, provider-backed object storage, attachments, and work products. Sensitive values stay out of prompts unless a scoped run explicitly needs them.

Activity & Events — Mutating actions, heartbeat state changes, cost events, approvals, comments, and work products are recorded as durable activity so operators can audit what happened and why.

Company Portability — Export and import entire organizations — agents, skills, projects, routines, and issues — with secret scrubbing and collision handling. One deployment, many companies, complete data isolation.


What Paperclip is not

Not a chatbot. Agents have jobs, not chat windows.
Not an agent framework. We don't tell you how to build agents. We tell you how to run a company made of them.
Not a workflow builder. No drag-and-drop pipelines. Paperclip models companies — with org charts, goals, budgets, and governance.
Not a prompt manager. Agents bring their own prompts, models, and runtimes. Paperclip manages the organization they work in.
Not a single-agent tool. This is for teams. If you have one agent, you probably don't need Paperclip. If you have twenty — you definitely do.
Not a code review tool. Paperclip orchestrates work, not pull requests. Bring your own review process.

Quickstart

Open source. Self-hosted. No Paperclip account required.

curl -fsSLO https://paperclip.ing/install.sh
curl -fsSLO https://paperclip.ing/install.sh.sha256
if command -v sha256sum >/dev/null 2>&1; then
  sha256sum -c install.sh.sha256
else
  shasum -a 256 -c install.sh.sha256
fi
bash install.sh

The installer ensures Node.js 20 or newer is available, installs a managed Paperclip CLI under ~/.paperclip/cli, and starts interactive onboarding. It can also install Paperclip as a background service on supported Linux and macOS systems. The checksum detects transfer or publishing mistakes, but it is served from the same origin as the script; use a release-tag or commit-pinned GitHub copy when you need an independently hosted source.

For a non-interactive managed install:

curl -fsSL https://paperclip.ing/install.sh | bash -s -- --no-prompt --no-onboard
paperclipai onboard --yes

The piped form requires supported Node.js, npm, and npx to already be present. If Node.js bootstrap is required, download and review install.sh before running it so no privileged dependency-install command is accepted through a pipe.

To try Paperclip without installing anything permanently:

npx --registry https://registry.npmjs.org paperclipai onboard --yes

Troubleshooting: private npm registry .npmrc

If this fails with an E404 for paperclipai (or similar) and you use a private npm registry (for example GitHub Packages) via a global ~/.npmrc, npx may be resolving paperclipai against that private registry instead of the public npm registry.

Diagnostic:

npm config get registry

Workaround (cross-platform; force the public npm registry for this command):

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
# or:
paperclipai onboard --yes --bind tailnet

If you already have Paperclip configured, rerunning onboard keeps the existing config in place. Use paperclipai configure to edit settings.

See doc/INSTALLING.md for pinned versions, canary and git-ref installs, updates, rollback, service management, and uninstalling.

Or manually:

git clone https://github.com/paperclipai/paperclip.git
cd paperclip
pnpm install
pnpm dev

This starts the API server at http://localhost:3100. An embedded PostgreSQL database is created automatically — no setup required.

Requirements: Node.js 20+, pnpm 9.15+


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. Configure projects, agents, and goals — the agents take care of the rest.

If you're a solo entrepreneur you can use Tailscale to access Paperclip on the go. Then later you can deploy to e.g. Vercel when you need it.

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.

Why should I use Paperclip instead of just pointing my OpenClaw to Asana or Trello? Agent orchestration has subtleties in how you coordinate who has work checked out, how to maintain sessions, monitoring costs, establishing governance - Paperclip does this for you.

(Bring-your-own-ticket-system is on the Roadmap)

Do agents run continuously? By default, agents run on scheduled heartbeats and event-based triggers (task assignment, @-mentions). You can also hook in continuous agents like OpenClaw. You bring your agent and Paperclip coordinates.


Development

pnpm dev              # Full dev (API + UI, watch mode)
pnpm dev:once         # Full dev without file watching
pnpm dev:server       # Server only
pnpm dev:mobile       # Serve prebuilt UI on :3101 for phones/tablets (proxies /api → :3100)
pnpm dev:both         # Run `pnpm dev` and `pnpm dev:mobile` together
pnpm build            # Build all
pnpm typecheck        # Type checking
pnpm test             # Cheap default test run (Vitest only)
pnpm test:watch       # Vitest watch mode
pnpm test:e2e         # Playwright browser suite
pnpm db:generate      # Generate DB migration
pnpm db:migrate       # Apply migrations

pnpm test does not run Playwright. Browser suites stay separate and are typically run only when working on those flows or in CI.

See doc/DEVELOPING.md for the full development guide.


Roadmap

  • ✅ Plugin system (e.g. add a knowledge base, custom tracing, queues, etc)
  • ✅ Get OpenClaw / claw-style agent employees
  • ✅ companies.sh - import and export entire organizations
  • ✅ Easy AGENTS.md configurations
  • ✅ Skills Manager, Skill Studio & Skills Store
  • ✅ Scheduled Routines
  • ✅ Better Budgeting
  • ✅ Agent Reviews and Approvals
  • ✅ Multiple Human Users
  • ✅ Cloud / Sandbox agents (e2b, Cloudflare, Daytona, Modal, Novita, self-hosted Kubernetes)
  • ✅ Artifacts & Work Products
  • ✅ Deep Planning (planning mode, revisioned plans, plan approvals)
  • ✅ Enforced Outcomes (watchdogs, recovery actions, review gates)
  • ✅ MCP Tool Gateway & Apps (governed tool access)
  • ✅ Secrets Manager with per-agent access
  • ✅ Activity log & action attribution
  • ✅ Self-healing runs & automatic recovery
  • ✅ Agent evals & feedback
  • ⚪ Memory / Knowledge
  • ⚪ MAXIMIZER MODE
  • ⚪ Work Queues
  • ⚪ Self-Organization
  • ⚪ Automatic Organizational Learning
  • ⚪ CEO Chat
  • 🟡 Cloud deployments (multi-tenant isolation & company Import/Export shipped)
  • ⚪ Desktop App
  • ⚪ Bring-your-own-ticket-system (Asana / Linear / Jira as on-ramps)
  • ⚪ Connected Apps (one-click integrations, e.g. Vercel)

This is the short roadmap preview. See the full roadmap in ROADMAP.md.


Community & Plugins

Find Plugins and more at awesome-paperclip

Observability

Paperclip ships with opt-in OpenTelemetry auto-instrumentation for the server (traces only). It activates when OTEL_EXPORTER_OTLP_ENDPOINT is set and supports grpc, http/protobuf, and http/json via the standard OTEL_EXPORTER_OTLP_PROTOCOL env var. The @opentelemetry/* packages are optional peer dependencies — install them only if you want tracing. See doc/observability.md for install commands and the full env-var reference.

Telemetry

Paperclip collects anonymous usage telemetry to help us understand how the product is used and improve it. No personal information, issue content, prompts, file paths, or secrets are ever collected. Private repository references are hashed with a per-install salt before being sent.

Contributors changing emitted telemetry events should follow the Telemetry Data Contract. For proposed first-party events that are not in the generated contract yet, follow Telemetry Workflow.

Telemetry is enabled by default and can be disabled with any of the following:

Method How
Environment variable PAPERCLIP_TELEMETRY_DISABLED=1
Standard convention DO_NOT_TRACK=1
CI environments Automatically disabled when CI=true
Config file Set telemetry.enabled: false in your Paperclip config

Contributing

We welcome contributions. See the contributing guide for details.


Community


License

MIT © 2026 Paperclip Labs, Inc

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Open source under MIT. Built for people who want to get work done, not babysit agents.