How do I install the justfill pdf forms mcp server?

This profile does not contain a verified copy-paste launch configuration. Follow the current project documentation to confirm the runtime, entry point, transport and authentication before registering it in your client.

What credentials does it need?

It reads `JUSTFILL_API_KEY` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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JustFill PDF Forms MCP Server

Detect, review and fill PDF form fields - scans included - via justfill.app

Remote serverstreamable-http

What is the JustFill PDF Forms MCP Server?

Detect, review and fill PDF form fields - scans included - via justfill.app

What it actually does

Let AI agents (Claude, ChatGPT, n8n — any MCP client) detect, review and fill PDF form fields through justfill.app.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
open_pdf	path, min_confidence=0.0, max_pages=10, force_detect=False) —
render_preview	page_index) — page image with labeled field boxes (blue = deterministic, green/orange/red = ML confidence)
render_filled_preview	values, page_index) — the same page with your values
list_fields	page_index?)
add_field	x, y, w, h, name, page_index, field_type, align?, vertical_align?) — coords in % of page, top-left origin
update_field	field_id, …) / remove_field(field_id)
update_fields	[{field_id, …}, …]) / remove_fields([ids]) — batch versions
prune_fields	field_type?, confidence_below?, width_below?, height_below?, page_index?, exclude_ids?) —
fill_pdf	values, output_path, flatten=True) — values = {field_id: text};
save_template	name) — persist the reviewed layout for deterministic repeat fills
list_templates	)

How to install the JustFill PDF Forms MCP Server

{
  "mcpServers": {
    "justfill": {
      "command": "justfill-mcp"
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Frequently asked questions

Detect, review and fill PDF form fields - scans included - via justfill.app Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.