PRD Writer & Refiner

Name: PRD Writer & Refiner
Availability: InStock
Author: Kata Team

Blank page to a complete PRD, or an existing PRD to a list of what it's missing.

Requires external credentials

After connecting, this agent asks for your own API keys for third-party services to work. Only provide keys you trust this agent with — review its setup before connecting any account.

Works with

Claude (web & desktop)ChatGPT (Plus / Pro)CursorVS Code (Copilot)Claude CodeGemini CLIWindsurfClineContinueZedLM StudioGooseJetBrains AI AssistantWarpPostmanand more

Before you connect: what this agent would do

A preview derived from this agent’s definition — not a live run. Nothing runs and no key is sent until you connect. FindAgent runs it on the hosted connection.

Tools it can use (6)

search_confluenceRead-only
Search a Confluence space for prior work, decisions, or specs on the same problem.
Reaches: {confluence_site}.atlassian.net
Uses your Atlassian Cloud token.
get_pageRead-only
Fetch a Confluence page's full body and version metadata.
Reaches: {confluence_site}.atlassian.net
Uses your Atlassian Cloud token.
get_jira_contextRead-only
Find Jira issues already built, attempted, or rejected in this problem area.
Reaches: {jira_site}.atlassian.net
Uses your Atlassian Cloud token.
compose_prdRead-only
Assemble a complete PRD from the request and the grounding already gathered, marking unknowns as open questions.
create_pageCan change data
Create a new Confluence page holding the approved PRD.
Reaches: {confluence_site}.atlassian.net
Uses your Atlassian Cloud token.
add_page_commentCan change data
Leave a critique as a comment on an existing PRD, without altering the page itself.
Reaches: {confluence_site}.atlassian.net
Uses your Atlassian Cloud token.

Credentials it will ask for (1)

Atlassian Cloud token
Only ever sent to: atlassian.net
Format: Paste the Base64 encoding of “id:token” (e.g. your email and API token joined by a colon), not the raw token. Many tools show this ready-made as your “Basic auth” value.

Safety rails that guard it

Every result is scanned for leaked secrets and prompt-injection before it reaches you — a check no agent can turn off.
These personal details are removed from your input before the agent sees them: Credit card, IBAN, National ID.
A request larger than 80,000 characters is rejected before it runs.
get_pageRate limited to 240/hour.Safe to retry automatically if a run is interrupted.
compose_prdRate limited to 60/hour.Safe to retry automatically if a run is interrupted.
create_pageSensitive — it is flagged and needs an explicit confirmation before it runs.Rate limited to 20/hour.Runs only after search_confluence has run first.
add_page_commentSensitive — it is flagged and needs an explicit confirmation before it runs.Rate limited to 40/hour.
get_jira_contextRate limited to 240/hour.Safe to retry automatically if a run is interrupted.
search_confluenceRate limited to 240/hour.Safe to retry automatically if a run is interrupted.

How FindAgent keeps agents safe

Run locally

This MCP server runs on your own machine — FindAgent only points you at it. Run the command below, then add it to your MCP client. Nothing is hosted or proxied on our side.

terminal

npx -y @findagent/mcp run

Add it to your MCP client

Paste this into your client config (e.g. claude_desktop_config.json or a Cursor mcp.json), then restart the client.

mcp client config

{
  "mcpServers": {
    "prd-writer-refiner": {
      "command": "npx",
      "args": [
        "-y",
        "@findagent/mcp",
        "run"
      ]
    }
  }
}

What you'll need — and where to get it

This agent will ask you for the following. You enter them when you connect — they're encrypted and never shared with the creator.

Atlassian Cloud token
Base64 of 'your-email:your-api-token' — encode it yourself before pasting; the runtime only adds the Basic prefix. Create the token at id.atlassian.com/manage-profile/security/api-tokens. One credential covers both Confluence and Jira on the same site. Needs page read and create in the target space, and Browse Projects in Jira.
Get this from atlassian.net's account or API settings.
Paste the value as a single line.
Only sent to: atlassian.net