Setup guide · Framework

Formfeed in OpenAI Agents SDK

The Agents SDK treats an MCP server as a context manager that the agent reads its tools from. Use the stdio server locally and the streamable HTTP server once you point at a remote endpoint.

Create a test key
Sign in to the app, open API keys and create a key in the test environment. Test renders are not metered, which is what you want while an agent is still learning your templates. Switch to a live key when it goes to production.
2
Install the packages
Shell
```
pip install openai-agents
```

Add the Formfeed server

Pass the server in mcp_servers of the agent and keep it open for the run.

stdio

agent.pyPython

import asyncio
import os

from agents import Agent, Runner
from agents.mcp import MCPServerStdio


async def main() -> None:
    async with MCPServerStdio(
        name="formfeed",
        params={
            "command": "npx",
            "args": ["-y", "@formfeed/mcp"],
            "env": {"FORMFEED_API_KEY": os.environ["FORMFEED_API_KEY"]},
        },
        cache_tools_list=True,
    ) as formfeed:
        agent = Agent(
            name="Billing assistant",
            instructions="Create documents with the Formfeed tools. Read the schema first.",
            mcp_servers=[formfeed],
        )
        prompt = "Render invoice 2026-0042 for Olvarest GmbH: 8 hours of consulting at 120 EUR."
        result = await Runner.run(agent, prompt)
        print(result.final_output)


asyncio.run(main())

Remote (HTTP)

agent.pyPython

import os

from agents.mcp import MCPServerStreamableHttp

formfeed = MCPServerStreamableHttp(
    name="formfeed",
    params={
        "url": "https://mcp.formfeed.dev/mcp",
        "headers": {"Authorization": f"Bearer {os.environ['FORMFEED_API_KEY']}"},
    },
)

Signed-in use instead of a key: connect to https://mcp.formfeed.dev/mcp without a header, and the client opens the Formfeed sign-in, where you choose the workspace the agent works in. A signed-in agent always renders live and counts units; free test renders need a test key. A self-hosted endpoint (npx -y @formfeed/mcp --http) takes API keys only.

Check the connection
Tracing is on by default: the trace of a run shows list_tools on the Formfeed server followed by the tool calls.

Try it

Invoice
“Render invoice 2026-0042 for Olvarest GmbH: 8 hours of consulting at €120 and 20 hours of implementation at €110. Use the German invoice template.”
Validation
“Check whether orders/2026-0042.json fits the invoice-de template before you render anything.”
Ad-hoc HTML
“Turn these meeting notes into a one-page PDF. No template, plain HTML is fine.”

Tips

cache_tools_list=True saves a round trip per run; the eight tools only change when you update the package.

The eight tools

list_templates: Templates of the workspace with slug, kind (PDF, image, Word or PowerPoint), engine and published version; filter by kind, engine, tag or search text.; free
get_template_schema: The JSON Schema of the data a template expects, with the sample data it was designed with. A template without a stored schema gets one inferred from its sample data: a guide, not a contract.; free
validate_template: Checks a template with the data without rendering: syntax, variables missing from the data, errors that only happen with this data, and the data against the template’s stored schema. Ad-hoc HTML is checked offline.; free
check_invoice: Checks the _invoice block of an e-invoice offline, as the API does before it renders one: the fields EN 16931 asks for, the totals to the cent, VAT categories and code lists, and the rules of France. Names every field and rule it breaks.; free
render: Renders a template or raw HTML to PDF, PNG, JPG or WebP (Word and PowerPoint templates also to DOCX or PPTX) and returns the download URL, page count and units. With einvoice, the PDF becomes a ZUGFeRD / Factur-X e-invoice with the validator’s report, for one unit more (live from the Starter plan).; 1 unit, PDFs per 5 pages
convert_to_pdf: Converts a Word, Excel, PowerPoint, OpenDocument, RTF or HTML document of up to 20 MB, or the render of a Word or PowerPoint template, to PDF and returns the download URL; the document is not kept. The local server also reads a file by its path. Starter plan and above.; like a PDF
get_render: Status, download URL and error of a render: for renders the agent queued with wait: false, and for a fresh link once the old one has expired.; free
get_workspace: The workspace and organisation the server works in, the plan, the environment and the units of the period: how many renders are left.; free

Formfeed in OpenAI Agents SDK

Create a test key

Install the packages

Add the Formfeed server

Check the connection

Try it

Tips

The eight tools

Other setup guides

Assistants and editors

Agent frameworks

Automation

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