Ainative Prd MCP server

Read from the package source without running it. The installed server may list more.

• Timeline

  PRD includes timeline, milestones, or schedule

• agent-capability

  PRD for AI agent capabilities and MCP servers — tools, memory strategy, sequential thinking, hosting

• ainative-feature

  AINative-specific feature PRD with service integration, architecture compliance checklist, and TDD test plan

• 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_templatewrite action

  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.

• 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.

• standard

  General-purpose PRD template with all standard sections

• Code scan13 source files scanned25/25
• –Live reliabilityno gateway calls yet and no remote to proben/a
• –Tool poisoningtools not inspected (local package is not executed); not countedn/a
• Auth qualitylocal package, no credentials required12/15
• Maintenancelast push 54 days ago12/15
• Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10

Ainative Prd: common questions

Is Ainative Prd MCP server safe?

Yes, by our scan: it is graded A (89/100). Read the Ainative Prd safety report

How do I install Ainative Prd?

It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.

Does Ainative Prd need an API key?

Not as far as the registry entry and our scan can tell: no credentials are declared or required.

Is Ainative Prd maintained?

The last commit was 55 days ago (2026-08-01). The latest release is v1.1.1.

What can I use instead of Ainative Prd?

Servers from other publishers that do the same job: HS Code Classifier MCP server, MCP server and Loki Mode MCP server. Compare all Ainative Prd alternatives.