Papermark Agents

Let AI agents run your next deal, fundraise or data room

API

Developer Tools

Visit WebsiteSee on Product HuntTwitter ⧉Github ⧉

Going from 2–3 hours of manual M&A data room setup to a single agent prompt is genuinely compelling. Curious how you handle the audit trail when the agent mints watermarked links — does the log capture which human authorized the agent action?

We've used Papermark before for document sharing, and the data room experience was fine but still required a lot of manual follow-up. Having an AI agent handle investor questions or track who's viewed what during a fundraise would save real time. I'm curious how much human oversight is built in — would founders still review what the agent sends before it goes out, or is it fully autonomous?

Strong direction. I’d hand off room setup, file organization, and analytics first.

The tighter boundary is access: who gets a watermarked link, what expires, who approved it, and what receipt stays after the agent acts. Data rooms are where post-action proof matters as much as the tool call.

The MCP surface for data rooms is a smart move. In a regulated deal flow the audit trail matters as much as the action. When an agent spins up a room or mints a watermarked link, does the log capture that it was the agent acting on a person's behalf, and on whose authority? If something leaks you need to reconstruct who actually authorised the share, not just that a link was created.

i create my pitch docs with Claude Code and you are telling me I can just install the MCP and push them to data rooms from the terminal? noice!!!

Guys, you are doing amazing things, since I have been following your journey!

Papermark being open-source and self-hostable already made it stand out in the data-room space. Adding agents that can "run a deal" is a bold step, interesting and a little nerve-wracking given how sensitive fundraise and buy-side docs are. How do you scope what an agent is allowed to do inside a room, and where does the human stay in the loop on access decisions? Permission boundaries feel like the whole ballgame here.

@mfts0 and @iuliia_sh , huge congratulations on shipping this! Manually configuring secure data rooms and minting watermarked links for every complex enterprise bid or client onboarding is a massive time sink. Exposing this entirely through an MCP server so an agent can handle the infrastructure and organization is a brilliant way to eliminate that friction.

Quick question on the architecture: Does the MCP server allow the local agent (like Cursor or Claude) to actually read and synthesize the contents of the documents inside the room, or is the integration strictly focused on managing the links, analytics, and folder infrastructure?

Awesome new features and the logical next step for Papermark. Can investors also use their agents to analyze data rooms?

Hi awesome people👋

Every day we talk to customers who run their entire deal flow through Papermark and almost all of them are doing the same repetitive setup work by hand. Creating data rooms, organizing folders, minting links, checking who opened what. We kept thinking: an agent could do this. So we built the surface to make it real.

Today we're launching the thing we're most excited about: Papermark for Agents. 🤖

Point Claude, Cursor, or ChatGPT at Papermark and it actually does the work for you.

Connect it in one line: npx -y @papermark/mcp-server, drop in a token, and start typing in plain English.

Here's what Papermark power users already doing:

🚀 Founders raising a round - "Create a Series B data room, upload everything in ~/raise/, organize into Financials, Legal and Product, and mint a watermarked link for each VC on my list." What used to take 2–3 hours of setup happens in one prompt, while you grab a coffee.

💼 M&A advisors and investment bankers - The moment an NDA is signed, an agent spins up a per-buyer room, uploads the CIM and model, watermarks it with the buyer's firm name, and emails the link back. The associate work that used to take 30–60 minutes per buyer happens in seconds.

📊 Founders and sales teams chasing the right people - Ask "Which investors spent more than 60 seconds on the financials page?" and get a ranked list back. No more guessing who to follow up with — your agent reads the analytics for you.

🏦 VC and PE firms running LP communications - Send email-gated LP updates in bulk from a CSV, then two weeks later ask your agent to flag everyone who never opened it and draft personalized nudges.

🏠 Real estate brokers - Forward a listing email with the property PDFs to an inbox, and the agent builds the room, files the docs into the right folders, and replies with a ready-to-share link and QR code for the listing page.

🔌 SaaS platforms embedding Papermark — Provision white-labeled rooms server-side on your own domain via the REST API. Your users get the secure viewer, watermarking, and analytics — they never even see Papermark.

We would really love to hear what you think ☺️