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Ainative Prd MCP

PRD Generator MCP — generate, validate, and manage Product Requirement Documents.

Connector by AINative-Studio · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)
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Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/ainative-studio-ainative-prd-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

PRD Generator MCP — generate, validate, and manage Product Requirement Documents.

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
14 read · 3 write · 0 delete · 6 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 23

Read from the source code; the running server may list different tools.

Read 14 · Look things up without changing anything.

  • prd_check_api_refs
  • prd_get_api_catalog
  • prd_get_template
  • prd_history
  • prd_list_services
  • prd_list_templates
  • prd_score
  • prd_search
  • prd_suggest_stack
  • prd_validate
  • skill_get
  • skill_get_reference
Show 2 more tools
  • skill_list
  • skill_search

Write 3 · Create, change, send or run things.

  • prd_create_template
  • prd_save
  • skill_sync

Not yet classified 6 · We could not tell from the name and description.

  • prd_from_issue
  • prd_generate
  • prd_generate_section
  • prd_load
  • prd_refine
  • prd_render_template

Tools (23)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • prd_check_api_refs

    Verify that all API endpoint references in a PRD actually exist in the AINative OpenAPI spec. Catches typos and invalid paths.

  • prd_create_template

    Create a custom PRD template. Stored persistently in ZeroDB so it survives across sessions.

  • prd_from_issue

    Generate a PRD from a GitHub issue. Fetches the issue title, body, labels, and comments, then expands them into a full PRD with AINative platform context.

  • prd_generate

    Generate a comprehensive Product Requirements Document (PRD) for an AINative feature, integration, or product. Uses AI with full AINative platform context — knows all services, APIs, SDKs, and architectural constraints. The PRD is automatically saved to ZeroMemory for cross-session recall.

  • prd_generate_section

    Generate or regenerate a single section of a PRD. Useful for iterative refinement — update just the Technical Architecture or User Stories without regenerating the entire document.

  • prd_get_api_catalog

    Get API endpoint details for a specific AINative service or category. Returns endpoint paths, methods, and descriptions from the OpenAPI catalog.

  • prd_get_template

    Get a PRD template by name. Returns the full Markdown template with placeholder variables.

  • prd_history

    Get version history for a PRD, showing how it evolved over time. Returns unified diffs between versions.

  • prd_list_services

    List all AINative products and services with descriptions, categories, API prefixes, SDKs, and pricing tiers. Use this before writing a PRD to understand what platform capabilities are available.

  • prd_list_templates

    List all available PRD templates (built-in and custom). Each template has a specific structure optimized for different types of products and features.

  • prd_load

    Load a saved PRD by its artifact ID. Use at the start of a session to resume work on an existing PRD.

  • prd_refine

    Refine an existing PRD based on feedback. Provide the PRD ID and feedback, and the AI will update the document while preserving version history.

  • prd_render_template

    Render a template with variable substitution (no AI, pure placeholder replacement). Fast and deterministic.

  • prd_save

    Save a PRD to ZeroDB as a persistent plan artifact. Returns an ID you can use to load, update, or search for it in future sessions. Version history is tracked automatically on every update.

  • prd_score

    Score a PRD completeness from 0-100 based on section coverage, content quality, and AINative integration depth.

Show 8 more tools
  • prd_search

    Semantic search across all saved PRDs. Find PRDs by topic, service name, feature description, or any natural language query.

  • prd_suggest_stack

    Given a set of requirements, suggest which AINative services, APIs, and SDKs to use. Returns a recommended technology stack with justifications.

  • prd_validate

    Validate a PRD against quality rules and AINative architectural constraints. Checks for required sections, content completeness, AINative service references, and architecture compliance.

  • skill_get

    Get the full content of a skill by slug or name, including its SKILL.md body and (optionally) all reference files. Use this to load a skill before doing the work it describes.

  • skill_get_reference

    Get a single reference file for a skill (e.g., "references/testing-patterns.md"). Load reference files on demand when the SKILL.md says to.

  • skill_list

    List all Agent Skills available in the skills repo (the8genc/ai-8gent-skills by default). Each entry includes the skill name, slug, description (with trigger phrases), and its reference files. Skills are pulled live from GitHub. Call this first to discover which skills exist before applying one.

  • skill_search

    Semantic search across all skills to find the right one for a task. Queries the ZeroDB mirror when available (run skill_sync first), otherwise falls back to keyword matching over the live GitHub list.

  • skill_sync

    Mirror skills from the GitHub repo into ZeroDB so they can be semantically searched and served offline. GitHub remains the source of truth — this refreshes the cache. Sync all skills, or one by slug.

Signals

Stars
0
Forks
1
Open issues
0
Last commit
Aug 1, 2026 (2 months ago)
Last release
Aug 1, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.AINative-Studio/ainative-prd-mcp
Version
1.1.1
Auth
No auth
Packages
npm ainative-prd-mcp
License
MIT
Repository
github.com/AINative-Studio/ainative-prd-mcp
First seen
Oct 24, 2026
Last checked
Oct 25, 2026
Source
Official MCP Registrygithub-graphql

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Cite this page

Ainative Prd MCP. Agent Mart. https://agentmart.dev/connectors/ainative-studio-ainative-prd-mcp (last updated 2026-10-25)