PRD Generator MCP Server

The PRD Generator MCP server (ainative-prd-mcp) provides 18 tools for creating, validating, and managing Product Requirement Documents. It has built-in knowledge of all 22 AINative products and 1,968 API endpoints.

npm i ainative-prd-mcp

AINative Account Required

Full functionality (AI generation, PRD persistence, semantic search) requires a ZeroDB API key. Template rendering, validation, and platform discovery work without an account. The server auto-provisions a free instance on first run if no credentials are found.

Quick Start

npx ainative-prd-mcp

On first run without credentials, the server:

1. Provisions a free ZeroDB instance (~800ms)
2. Saves credentials to .mcp.json and .env
3. Prints a claim URL to take permanent ownership

Setup

Claude Code / Cursor / Windsurf

{
  "mcpServers": {
    "prd-generator": {
      "command": "npx",
      "args": ["-y", "ainative-prd-mcp"],
      "env": {
        "ZERODB_API_KEY": "ak_your_key",
        "ZERODB_API_URL": "https://api.ainative.studio"
      }
    }
  }
}

Remote MCP (HTTP Transport)

{
  "mcpServers": {
    "prd-generator": {
      "url": "https://mcp.ainative.studio/prd-generator",
      "headers": {
        "Authorization": "Bearer your-api-key"
      }
    }
  }
}

Auto-Provisioning (No API Key)

{
  "mcpServers": {
    "prd-generator": {
      "command": "npx",
      "args": ["-y", "ainative-prd-mcp"]
    }
  }
}

Tools Reference

Generation Tools (4)

prd_generate

Generate a full PRD with AI and AINative platform context. Auto-detects relevant services and saves to ZeroDB.

Parameters:

Name	Type	Required	Description
product_name	string	yes	Name of the product or feature
description	string	yes	What needs to be built
target_audience	string	yes	Who will use it
core_features	string[]	yes	List of core features
constraints	string[]	no	Technical or business constraints
template	string	no	Template: standard, ainative-feature, agent-capability
issue_number	integer	no	GitHub issue to link
ainative_services	string[]	no	AINative services to use (auto-detected if omitted)
additional_context	string	no	Extra context or requirements

Example:

{
  "product_name": "Agent Webhooks",
  "description": "Webhook notifications for agent lifecycle events",
  "target_audience": "Developers using Agent Cloud",
  "core_features": ["Registration", "Event filtering", "Retry logic"],
  "template": "ainative-feature",
  "ainative_services": ["Agent Cloud", "ZeroDB"]
}

---

prd_generate_section

Generate or regenerate a single section without touching the rest of the PRD.

Parameters:

Name	Type	Required	Description
section_name	string	yes	Section to generate (e.g., technical_architecture, user_stories)
prd_id	string	no	Existing PRD ID for context
context	string	no	Additional context for this section

---

prd_refine

Refine an existing PRD based on feedback. Version history tracked automatically.

Parameters:

Name	Type	Required	Description
prd_id	string	yes	Saved PRD ID
feedback	string	yes	What needs to change
sections_to_update	string[]	no	Limit to specific sections

---

prd_from_issue

Generate a PRD from a GitHub issue number.

Parameters:

Name	Type	Required	Description
issue_number	integer	yes	GitHub issue number
repo	string	no	Repository (default: AINative-Studio/core)
template	string	no	Template to use (default: ainative-feature)

---

Template Tools (4)

prd_list_templates

List built-in and custom templates.

prd_get_template

Get a template by name with placeholder variables.

Name	Type	Required	Description
name	string	yes	Template name

prd_create_template

Create a custom template stored persistently in ZeroDB.

Name	Type	Required	Description
name	string	yes	Template name
description	string	yes	What it's for
content	string	yes	Markdown with {{PLACEHOLDER}} variables

prd_render_template

Render a template with variable substitution (no AI, deterministic).

Name	Type	Required	Description
template_name	string	yes	Template to render
variables	object	yes	Key-value pairs for substitution

---

Validation Tools (3)

prd_validate

Validate against 15 quality rules and AINative architecture constraints.

Name	Type	Required	Description
content	string	conditional	PRD markdown (or use prd_id)
prd_id	string	conditional	Saved PRD to validate
strict	boolean	no	Include AINative-specific rules (default: true)

Rules include:

• Structure: title, introduction, features, acceptance criteria, timeline
• Content: problem statement, user stories, test plan, security
• AINative: correct API paths, ZeroDB usage, no third-party memory (Supabase/Firebase rejected)

---

prd_score

Score completeness 0-100 with letter grade.

Name	Type	Required	Description
content	string	conditional	PRD markdown
prd_id	string	conditional	Saved PRD ID

Returns: { score: 85, grade: "B", breakdown: { ... } }

---

prd_check_api_refs

Verify all API endpoint and service references actually exist in the AINative platform.

Name	Type	Required	Description
content	string	conditional	PRD markdown
prd_id	string	conditional	Saved PRD ID

---

Memory Tools — ZeroDB-Powered (4)

prd_save

Save a PRD as a persistent ZeroDB plan artifact with automatic version tracking.

Name	Type	Required	Description
title	string	yes	PRD title
content	string	yes	Full PRD markdown
tags	string[]	no	Tags for categorization

Returns: { prd_id: "uuid", saved: true }

---

prd_load

Load a saved PRD by ID. Use at session start to resume work.

Name	Type	Required	Description
prd_id	string	yes	Artifact ID from prd_save

---

prd_search

Semantic search across all saved PRDs. Find by topic, not just keywords.

Name	Type	Required	Description
query	string	yes	Natural language query
limit	integer	no	Max results (default 10)
tags	string[]	no	Filter by tags

---

prd_history

Get version history showing how a PRD evolved over time (unified diffs).

Name	Type	Required	Description
prd_id	string	yes	Artifact ID

---

Platform Discovery Tools (3)

prd_list_services

List all 22 AINative products with descriptions, API prefixes, SDKs, and pricing.

Name	Type	Required	Description
category	string	no	Filter by category
verbose	boolean	no	Include features, SDKs, endpoints

---

prd_get_api_catalog

Get API details for a specific AINative service.

Name	Type	Required	Description
service	string	yes	Service name (e.g., "ZeroDB", "Agent Cloud")

---

prd_suggest_stack

Given requirements, suggest which AINative services to use.

Name	Type	Required	Description
requirements	string	yes	What you need to build
features	string[]	no	Required features
constraints	string[]	no	Technical constraints

Authentication

Method	Config	Notes
API Key	ZERODB_API_KEY=ak_...	Recommended. Get one: npx zerodb-cli init
Username/Password	ZERODB_USERNAME + ZERODB_PASSWORD	Auto-refreshes JWT
Auto-provision	No config needed	Free instance on first run

Source Code

• npm: ainative-prd-mcp
• GitHub: AINative-Studio/ainative-prd-mcp