ainative-prd-mcp
MCP serverDocs & knowledgePRD Generator MCP — generate, validate, and manage Product Requirement Documents.
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Tools it gives your agents (23)
| Tool | What it does |
|---|---|
| prd_generate | Generate a comprehensive Product Requirements Document (PRD) for an AINative feature, integration, or product. |
| 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_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_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_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_get_template | Get a PRD template by name. Returns the full Markdown template with placeholder variables. |
| prd_create_template | Create a custom PRD template. Stored persistently in ZeroDB so it survives across sessions. |
| prd_render_template | Render a template with variable substitution (no AI, pure placeholder replacement). Fast and deterministic. |
| prd_validate | Validate a PRD against quality rules and AINative architectural constraints. Checks for required sections, content completeness, AINative service references, and architecture compliance. |
| prd_score | Score a PRD completeness from 0-100 based on section coverage, content quality, and AINative integration depth. |
| 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_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_load | Load a saved PRD by its artifact ID. Use at the start of a session to resume work on an existing PRD. |
| prd_search | Semantic search across all saved PRDs. Find PRDs by topic, service name, feature description, or any natural language query. |
| 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_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_suggest_stack | Given a set of requirements, suggest which AINative services, APIs, and SDKs to use. Returns a recommended technology stack with justifications. |
| 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. |
| 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_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
- Forks
- 1
- Last commit
- Aug 2026
- Weekly downloads
- 89
- Tools captured
- 23