---
title: "Papermark for Agents — MCP server, API, and agent use cases"
lang: en
canonical_url: https://www.papermark.com/agents
last_updated: 2026-07-27
summary: "Let AI agents operate Papermark over MCP and REST — spin up data rooms, upload documents, mint secure links, and read analytics. 43 typed MCP tools, scoped tokens, full audit trail."
---

# Papermark for Agents

Papermark is the only virtual data room built to be operated by AI agents. Agents
can create and run data rooms end to end over the Model Context Protocol (MCP)
and the REST API — with 43 typed MCP tools, scoped access tokens, and a full
audit trail of every action.

## Access surfaces

- **MCP server** (`@papermark/mcp-server`) — 43 typed tools for clients like Claude and Cursor.
- **REST API** — HTTP + JSON with bearer tokens; 43 operations across data rooms, documents, folders, links, views, and visitors.
- **CLI** — `npm install -g papermark` to script data rooms from the terminal.
- Scoped tokens and an append-only audit log so agent actions are permissioned and traceable.

## What an agent can do

- Spin up a data room.
- Upload and organize documents into folders.
- Mint secure, permissioned links.
- Read page-by-page, per-viewer analytics.
- Run grounded due-diligence Q&A.
- Manage visitors and access (allow/block, groups, permissions).
- Act on real-time events (webhooks).
- Export the audit trail.

## Example agent workflows

- **Automated data room setup** — create the room, build the folder structure, upload the document set, and generate links in one flow.
- **Engagement-based follow-up** — watch analytics and trigger outreach when a specific viewer reaches a key page.
- **Per-buyer room provisioning on signed NDA** — on NDA acceptance, provision a dedicated, scoped room for that buyer automatically.

## Get started

Developer docs, MCP setup, and API reference: https://www.papermark.com/docs

## Related

- [AI data room assistant](https://www.papermark.com/ai.md)
- [Pricing](https://www.papermark.com/pricing.md) (API, CLI, and MCP are available from the Business plan)
- [Data Room](https://www.papermark.com/data-room.md)

---

_Markdown version of [the agents page](https://www.papermark.com/agents.md) for AI agents and LLMs. More: [llms-full.txt](https://www.papermark.com/llms-full.txt)._