adins-prd-mcp

MCP server for reading Confluence PRD pages and rendering SRS/URS documents as Word files. Built for use with AI agents in the AdIns SDLC toolchain.

Tools

Confluence tools

Database tools

Render tools

Workflow

init_document_db(db_path, meta)
  ↓
store_feature(db_path, feature_data)   ← one call per PRD page
  ↓
render_srs_docx(template_path, output_path, db_path)
  or
render_urs_docx(template_path, output_path, db_path)

The agent never assembles the full context dict. The render tools read directly from the DB.

Requirements

• Python 3.12+
• A classic (non-scoped) Atlassian API token — generate one at id.atlassian.com/manage-profile/security/api-tokens

Configuration

Set these environment variables before running:

Usage

With uvx (recommended)

{
  "mcpServers": {
    "adins-prd-mcp": {
      "command": "uvx",
      "args": ["adins-prd-mcp"],
      "env": {
        "CONFLUENCE_BASE_URL": "https://yourcompany.atlassian.net",
        "CONFLUENCE_EMAIL": "you@yourcompany.com",
        "CONFLUENCE_API_TOKEN": "your-token-here"
      }
    }
  }
}

With a local install

{
  "mcpServers": {
    "adins-prd-mcp": {
      "command": "python",
      "args": ["-m", "adins_prd_mcp.server"],
      "cwd": "/path/to/mcp",
      "env": {
        "CONFLUENCE_BASE_URL": "https://yourcompany.atlassian.net",
        "CONFLUENCE_EMAIL": "you@yourcompany.com",
        "CONFLUENCE_API_TOKEN": "your-token-here"
      }
    }
  }
}

store_feature payload shape

{
  "db_path": "output/LMS-1.5.db",
  "feature_data": {
    "source_id": "935559172",
    "source_version": 24,
    "raw_content_path": "output/LMS-1.5/935559172/raw.md",
    "service_name": "Amendment",
    "service_style": "standard",
    "feature_name": "Partial Prepayment",
    "feature_description": "Partial Prepayment merupakan fitur ...",
    "process_flow_image_path": "output/LMS-1.5/935559172/process-flow.png",
    "menus": [
      {
        "title": "Partial Prepayment Request",
        "actor": "Operation Staff",
        "description": "Menu for submitting a partial prepayment request.",
        "figma_url": "[Figma - Partial Prepayment Request](https://www.figma.com/proto/...)",
        "constraints": [
          {
            "group": "Ada beberapa persyaratan:",
            "children": [
              {"text": "Status agreement tidak sedang dalam proses lain."},
              {"text": "Belum mencapai maksimal amendment limit."}
            ]
          }
        ],
        "boundaries": [
          {"group": "", "children": [{"text": "Fitur ini belum support untuk kontrak syariah."}]}
        ],
        "actions": [
          {"action": "Submit", "description": "Submit the prepayment request for approval."}
        ],
        "scenarios": [
          {"no": "1", "scenario": "Submit with valid data.", "expectation": "Request saved with status Pending."}
        ],
        "gaps": [
          {
            "number": "GAP-001",
            "title": "Prepayment amount validation",
            "summary": "Current system does not validate prepayment amount.",
            "current_system": "No validation exists.",
            "system_solution": "Add server-side validation."
          }
        ]
      }
    ]
  }
}

Development

uv sync
uv run adins-prd-mcp

Publishing

uv build
uv publish