OpenCrab vs ScreenplayIQ

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-08-23
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At a glance

DimensionOpenCrabScreenplayIQ
PricingFree tier (limited), Pro/Expert plans (exact pricing on contact)Free tier (1 analysis/mo), Pro $19/mo, Studio $49/mo
Best ForResearchers, domain experts, AI builders needing structured ontology-based knowledge graphs with RAGScreenwriters, producers, studio execs seeking data-driven script feedback and box office prediction
Core FeatureOntology-centered Graph RAG: document ingestion, evidence graphs, ontology packs, MCP integrationAI screenplay analysis with beat sheet, pacing heatmap, and box office forecast
IntegrationsClaude Desktop, Claude Code, GPT, Notion, GitHubPitchTrailer
Not ForSimple vector DB users, non-technical users, multi-language beyond Korean/EnglishLine editing, TV/short scripts, hobbyists needing free full-feature tool
LATEST NEWSOpenClaw (likely OpenCrab variant) now has iOS/Android apps; migration guides and simulation tests publishedNo recent news captured

If you're a screenwriter or studio exec needing script marketability analysis and box office predictions, ScreenplayIQ is the clear choice with its beat sheets, heatmaps, and comparative market data. But if you're a researcher or AI builder who needs to turn messy documents into structured, auditable knowledge graphs with MCP integration (Claude/GPT), OpenCrab is far more powerful. Choose based on your domain: narrative finance vs. ontology-driven knowledge packaging.

OpenCrab
OpenCrab

Ontology-first Graph RAG platform that turns messy knowledge into reusable packs

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

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Pricing
Freemium
Paid
Plans
$0
$10/mo
$30/mo
~$24 for TV / ~$38 for Feature
~$48 for TV / ~$78 for Feature
~$60 for TV / ~$98 for Feature
~$24 for TV / ~$38 for Feature
~$24 for TV / ~$38 for Feature
~$118 for TV / ~$198 for Feature
Popularity
1 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebDesktopMobile
WebAPI
Categories
🗄️ Vector Databases & Retrieval📑 Document AI & Data Extraction🔌 MCP Servers & Agent Tooling
📖 Fiction & Screenwriting
Features
Document ingestion from PDF, HWP, GitHub, and expert notes
OCR and CLIP-based parsing for scanned PDFs and images
Nine-space MetaOntology extraction (Subject, Evidence, Claim, Policy, Lever)
Graph RAG querying with evidence-grounded, auditable answers
MCP integration for Claude Desktop, GPT, and custom agents
CrabSkill workflow with validator and playbook
Ontology pack creation with manifest, nodes, edges, and evidence
Pack publishing and licensing through the marketplace
Reverse ingest from connected MCP tools
Mobile apps for iOS and Android
Webapp, desktop client, and MCP runtime panels
Bilingual support for Korean and English
Agent deployment to Codex and Claude Code
AI-powered structural analysis
Box office performance prediction
PitchTrailer integration for pitch decks
Beat sheet generation
Visual heatmap of dialogue and pacing
Genre classification
Character arc and emotional journey charts
Comparative market data
PDF report export
Collaborative workspace (up to 5 users)
Custom genre templates
API access
Advanced analytics dashboard
Priority support
Dedicated account manager
Integrations
Claude Desktop
Claude Code
GPT
Notion
GitHub
PitchTrailer

What real users say: OpenCrab vs ScreenplayIQ

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

OpenCrab

3 mentions across 2 sources · 43% positive — mixed

Hacker News, Product Hunt

What users praise

  • Innovative ontology-centric approach for structuring unstructured knowledge into reusable packs.
  • Supports diverse document types: PDF, HWP, GitHub, expert notes.
  • Integrates with MCP for AI workspaces like Claude Desktop.
  • Evidence graph construction with auditing for grounded answers.

What frustrates them

  • Virtually no independent user reviews exist to validate performance.
  • Hacker News post questions authenticity and suggests AI-generated marketing.
  • Community engagement is extremely low—only 2 upvotes on Product Hunt.
  • No transparency on pricing details or hidden costs in feedback.

Researched Jul 2, 2026

ScreenplayIQ

7 mentions across 1 sources · 25% positive — critical

YouTube

What users praise

  • Pay-per-analysis avoids subscription lock-in.
  • Offers box office prediction, a unique feature.
  • Tailored feedback based on script length and TV options.
  • Includes character journey charts and beat sheets.

What frustrates them

  • Reported to nearly ruin a user's script feedback.
  • Expensive per analysis, up to $198.
  • No line-by-line editing, despite expectations.
  • Limited to English scripts only.

Researched Aug 18, 2026

Who should pick which

  • Screenwriter wanting to de-risk their script
    Pick: ScreenplayIQ

    ScreenplayIQ provides beat sheets, pacing heatmaps, and box office predictions based on comparative market data—exactly what a screenwriter needs to gauge marketability.

  • Producer evaluating multiple scripts for potential ROI
    Pick: ScreenplayIQ

    The Pro plan offers unlimited analyses and comparative market data, enabling data-driven slate decisions with financial forecasts.

  • Researcher building a structured evidence graph from papers
    Pick: OpenCrab

    OpenCrab ingests PDFs and notes, uses ontology modeling (Subject, Evidence, Claim, etc.), and supports Graph RAG for auditable answers—ideal for research.

  • AI developer grounding a Claude/GPT agent with domain knowledge
    Pick: OpenCrab

    OpenCrab integrates via MCP with Claude Desktop and GPT, allowing you to deploy ontology packs as skills for agents. The latest mobile and migration updates show active development.

  • Domain expert selling reusable knowledge packs
    Pick: OpenCrab

    OpenCrab’s pack publishing and marketplace (and latest updates) make it easy to package expertise into sellable ontology packs for other AI users.

Frequently Asked Questions

OpenCrab vs ScreenplayIQ: which should you choose?

If you're a screenwriter or studio exec needing script marketability analysis and box office predictions, ScreenplayIQ is the clear choice with its beat sheets, heatmaps, and comparative market data. But if you're a researcher or AI builder who needs to turn messy documents into structured, auditable knowledge graphs with MCP integration (Claude/GPT), OpenCrab is far more powerful. Choose based on your domain: narrative finance vs. ontology-driven knowledge packaging.

Can ScreenplayIQ analyze TV scripts or short films?

No, ScreenplayIQ is designed exclusively for feature film scripts. It does not support TV pilots or short film formats.

Does OpenCrab support languages other than Korean and English?

No, OpenCrab currently only supports Korean and English, as stated in its 'not_for' section.

What is the script length limit for ScreenplayIQ?

ScreenplayIQ has a 150-page limit due to AI context window constraints.

Can OpenCrab be used as a simple vector database?

No, OpenCrab is designed for ontology-centered Graph RAG, not as a simple vector DB. Users who need a straightforward vector database should look elsewhere.

Does ScreenplayIQ offer line-by-line editing?

No, ScreenplayIQ focuses on structural and market analysis, not line editing or grammar checking.

What is the latest news about OpenCrab?

OpenCrab (under the name OpenClaw) recently launched iOS and Android apps, published migration guides, and announced OpenYabby, a voice-controlled multi-agent orchestrator.

Can I use OpenCrab without programming?

OpenCrab targets technical users building agentic workflows; it is not recommended for non-technical users who prefer zero-configuration chat tools.

Is there a free trial for ScreenplayIQ?

Yes, ScreenplayIQ offers a Free tier with one analysis per month, allowing users to test the tool before upgrading.

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Last reviewed: July 2, 2026