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AINative-Studio/ainative-prd-mcp

github
github analyzed 8c9e66a

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

maintainer
AINative-Studio
licence
—
first seen
2026-08-11
last seen
2026-08-11
releases · 30d
0
github stars
0 reported
short id

AINative-Studio/ainative-prd-mcp is an MCP server distributed on github, maintained by AINative-Studio, tracked here since August 2026. It has shipped 0 releases and exposes 24 tools. Tools include prd_check_api_refs, prd_create_template, prd_from_issue, prd_generate, prd_generate_section, prd_get_api_catalog, and 18 more. Its composite risk grade is A — an inferred review prompt computed from observed signals, not a verdict.

lifetime releases
0
releases · 30d
0
dependencies
0
dependents
0

what we found

Reading the source raised 2 review prompts — exfiltration combo and toxic flow (lethal trifecta) — each a pattern worth a human look rather than a finding of fault.

Its 24 tools appear to reach filesystem, network and untrusted content, inferred from tool names, descriptions and input schemas rather than from observed behaviour.

full security breakdown →

tools

20 of 24
  • prd_check_api_refs Verify all API endpoint and service references actually exist in the platform.
  • prd_create_template Create a custom template (persisted in ZeroDB across sessions).
  • prd_from_issue Generate a PRD from a GitHub issue number.
  • prd_generate Generate a full PRD with AI + AINative platform context. Auto-detects relevant services, saves to ZeroDB.
  • prd_generate_section Regenerate a single section (e.g., just the Technical Architecture) without touching the rest.
  • prd_get_api_catalog Get detailed API information for a specific service.
  • prd_get_template Get a template with placeholder variables.
  • prd_history Get version history showing exactly how a PRD evolved over time (unified diffs).
  • prd_list_services List all 22 AINative products with descriptions, API prefixes, SDKs, and pricing.
  • prd_list_templates List built-in and custom templates.
  • prd_load Load a saved PRD by ID. Use at session start to resume where you left off.
  • prd_refine Refine an existing PRD based on feedback. Version history tracked automatically.
  • prd_render_template Render a template with variable substitution (no AI, deterministic).
  • prd_save Save a PRD as a persistent plan artifact. Returns an ID for future retrieval.
  • prd_score Score completeness 0-100 with letter grade (A-F).
  • prd_search Semantic search across all saved PRDs. Find by topic, not just keywords.
  • prd_suggest_stack Given requirements, suggest which AINative services to use with justifications.
  • prd_validate Validate against 15 quality rules + AINative architecture constraints.
  • skill_get Get a skill's full SKILL.md body (optionally with all reference files).
  • skill_get_reference Get a single reference file for a skill, on demand.
All 24 tools →

release cadence · 90d

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