OpenCrab vs ScreenplayIQ

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

Analysis reviewed Live tool data as of 2026-10-09
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At a glance

DimensionOpenCrabScreenplayIQ
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

OpenCrab is an ontology-first Graph RAG platform that turns documents into reusable, traceable knowledge packs

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis on your draft — logline, comps, character emotional journey charts, and inline proofread fixes

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Pricing
Freemium
Paid
Plans
$0/mo
$10/mo
$30/mo
~$24 TV / ~$38 Feature (based on page length)
~$48 TV / ~$78 Feature (based on page length)
~$60 TV / ~$98 Feature (based on page length)
~$24 TV / ~$38 Feature
Popularity
3 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebDesktopAPI
WebAPI
Categories
🗄️ Vector Databases & Retrieval📑 Document AI & Data Extraction🔌 MCP Servers & Agent Tooling
📖 Fiction & Screenwriting
Features
Ingest documents from PDF, URL, Notion, GitHub, and expert notes
Automatic parsing, OCR, and chunking on ingest
Nine-space MetaOntology extraction across Entity, Evidence, Claim, Policy, and Lever
Graph RAG querying with answers traced back to source evidence
Versioned ontology packs built from graph nodes, edges, and evidence
Pack sharing with teams and publishing to the marketplace
Personal MCP URL for external AI clients
Connect the same MCP URL to Claude, ChatGPT, Cursor, Codex, Claude Code, and Antigravity
Reverse ingest from connected MCP tools back into a pack
Crab Agent for agent-driven workflow runs
Pack QA and project-style workflows on Expert
Qdrant output connector for downstream vector retrieval
Runtime panels across webapp, desktop app, and MCP
Deployment to Codex and Claude Code
Bilingual Korean and English interface
Generate a logline from a full screenplay draft
Surface comparable films and TV shows for market fit
Break a script into structured story points
Produce a full synopsis without reading the whole draft
Write character synopses for the full cast
Create visual representations of characters
Chart each character's emotional journey across the script
Deliver a full assessment analysis of the draft
Break down the story's themes
Proofread report with inline highlights on every issue
Recommend a fix for each flagged issue
Build a custom analysis package outside the presets
Price analysis by page length, quoted separately for TV and features
Store uploaded scripts in encrypted, siloed storage
WGA-compliant handling of submitted scripts
Integrations
Claude Desktop
Claude Code
ChatGPT
Cursor
Codex
Antigravity
Notion
GitHub
Qdrant
Paddle

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

39 mentions across 4 sources · 43% positive — mixed (averaged across 4 sources)

Hacker News, YouTube, Product Hunt, GitHub

What users praise

  • • Provides auditable, evidence-grounded answers by tracing every response to source material.
  • • Ontology-first design transforms knowledge into reusable, sellable packs.
  • • MCP integration enables seamless use with Claude Desktop, GPT, and custom agents.
  • • Supports diverse document ingestion including PDF, HWP, GitHub, and expert notes.

What frustrates them

  • • Ontology modeling adds upfront complexity and a learning curve.
  • • Cron jobs execute in wrong profile environment, causing misconfiguration.
  • • Terminal launch crashes since v0.2.66 due to CUDA assertion.
  • • Background-task results are not visible in chat, reducing transparency.

Researched Aug 27, 2026

ScreenplayIQ

No verifiable community signal. We scanned public discussion on Oct 7, 2026 and found posts matching the name “ScreenplayIQ”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

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