Mcp Toolbox vs ScreenplayIQ

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

Analysis generated Live tool data as of 2026-10-30
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Mcp Toolbox or ScreenplayIQ: which should you choose?

DimensionMcp ToolboxScreenplayIQ
Best ForDevelopers & data teams needing database access for AI agentsScreenwriters & executives evaluating script marketability
DeploymentSelf-hosted (Cloud Run, Docker, Kubernetes)SaaS (cloud-based)
Integrations20+ databases (AlloyDB, BigQuery, Firestore, etc.)PitchTrailer only
Feature FocusNatural language SQL, CRUD, admin, hooksStructural analysis, box office prediction, heatmaps
Target DomainDatabase management & AI agent toolsFilm script analysis & market forecasting
Mcp Toolbox
Mcp Toolbox

Open-source MCP server that lets AI agents run real SQL and Google Cloud admin operations across 40+ data sources

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ScreenplayIQ
ScreenplayIQ

ScreenplayIQ turns your screenplay into AI script coverage — logline, synopsis, character arc charts and proofreading, priced per script.

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Pricing
Free
Paid
Plans
Open SourceFree
Story$24
Story + Character$48
Full Evaluation$60
Proofread (optional add-on)$24
Custom AnalysisCustom
Popularity
4 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
APICLI
WebAPI
Categories
🔌 MCP Servers & Agent Tooling📊 Data & Analytics
📖 Fiction & Screenwriting
Features
Natural-language SQL execution exposed over the Model Context Protocol
Prebuilt source tools across 40+ database and Google Cloud connectors
AlloyDB Admin tools: create, get, list clusters, instances and users; wait on operations
Cloud SQL Admin tools: create databases, backups, clones, users; restore backup
postgres-upgrade-precheck tool for Cloud SQL upgrade validation
Bigtable tools: create, update, list, delete tables, logical views, materialized views
Cloud Storage tools: upload, download, read, write, copy, move, delete objects
Cloud Healthcare FHIR patient search and DICOM study, series and instance search with rendered retrieval
Cloud Logging Admin query tools and Cloud Monitoring PromQL query tool
BigQuery conversational analytics, forecast and contribution-analysis tools
Data Lineage search and Dataplex catalog tools
Vector-assist tools for Cloud SQL for PostgreSQL: define, apply, modify, delete embedding specs
Pre- and post-processing hooks in Python, JavaScript and Go
URL parameter binding for dynamic tool invocation
Toolsets and Groups configuration to scope tool access per agent
Logline generated from your full screenplay draft
Similar films and TV shows surfaced for market framing
Structured story points broken out of the script
Full synopsis produced without reading the whole draft
Character synopses across the full cast
Visual representations of each character
Character emotional journey charts tracking arcs across the script
Full assessment analysis of the draft
Theme breakdowns
Proofread report covering all issues
Inline highlights on every flagged issue
Recommended fix attached to each flagged issue
Custom analysis package built outside the presets
Pricing by page length, quoted separately for TV and features
Encrypted, siloed storage with WGA-compliant handling, never used to train LLM models
Integrations
AlloyDB
BigQuery
Bigtable
Cassandra
ClickHouse
Cloud Healthcare API
Cloud Logging
Cloud Monitoring
Cloud SQL
Cloud Storage
CockroachDB
Couchbase
Data Lineage
Dataplex
Elasticsearch

Who should pick Mcp Toolbox, and who should pick ScreenplayIQ?

  • Developer building an AI agent that queries databases
    Pick: Mcp Toolbox

    MCP Toolbox provides direct MCP integration with 20+ databases, natural language SQL, and custom hooks, all free and open-source.

  • Data team needing natural language BI on Google Cloud
    Pick: Mcp Toolbox

    Seamless connection to BigQuery, AlloyDB, and other GCP services, with deployment on Cloud Run.

  • Screenwriter seeking script marketability feedback
    Pick: ScreenplayIQ

    ScreenplayIQ's box office prediction, beat sheets, and comparative market data provide concrete, data-driven feedback.

  • Studio executive evaluating multiple scripts
    Pick: ScreenplayIQ

    Collaborative workspace on Studio plan and exportable reports support team review and slate decisions.

Frequently Asked Questions

Can MCP Toolbox analyze screenplays?

No, it's strictly for database connectivity and management.

Does ScreenplayIQ connect to databases?

No, it only integrates with PitchTrailer.

Is MCP Toolbox free forever?

Yes, it's open source under an Apache 2.0 license; no paid tiers.

Does ScreenplayIQ offer a free tier?

Yes, one analysis per month for free, but unlimited requires Pro ($19/mo).

What deployment options does MCP Toolbox support?

Cloud Run, Docker Compose, and Kubernetes.

Can ScreenplayIQ handle scripts over 150 pages?

No, the AI context window limits analyses to 150 pages.

Does MCP Toolbox support non-Google databases?

Yes, it connects to 20+ including PostgreSQL, MySQL, SQLite, Cassandra, ClickHouse, and Neo4j.

Is ScreenplayIQ suitable for TV scripts?

No, it is designed only for feature films.

What else are Mcp Toolbox and ScreenplayIQ compared with?

Where can you read more about Mcp Toolbox and ScreenplayIQ?

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Analysis generated by our model pipeline from live data: