spark-analysis
AWS Spark Analysis plugin for Claude Code - troubleshoot Spark workloads on AWS Glue, EMR, and EMR Serverless
Plugin bundle · by AWS SageMaker Unified Studio
About
spark-analysis is a plugin bundle for AI coding tools published by AWS SageMaker Unified Studio. Marketplaces we read that list it: 1 (Community GitHub marketplaces). We first saw it on 2026-10-15 and have recorded no change since. As of our marketplace pass on 2026-10-20.
What it asks for
- Installs as a plugin bundle
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a Claude Code plugin
Built from what Community GitHub marketplaces declares.
/plugin marketplace add aws-samples/aws-emr-utilities
/plugin install spark-analysis@aws-emr-utilitiesWhere it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Community marketplace aws-samples/aws-emr-utilities (Open the source on GitHub) | Listed | 0.1.2 | Forks (GitHub): 32 Stars (GitHub): 45 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
Listed in one community marketplace
| Marketplace | Repository | Stars (GitHub) |
|---|---|---|
| aws-emr-utilities | aws-samples/aws-emr-utilities | 45 |
What the bundle contains
As published on Community GitHub marketplaces.
Commands: 1
troubleshoot-spark-workload
What changed
- Became a product we track
- Community GitHub marketplaces: appeared
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Databricks skills for the CLI, Apps, Lakebase, Model Serving, Lakeflow Jobs, Spark Declarative Pipelines, Declarative Automation Bundles (DABs), and classic-to-serverless…
-
Data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena.
-
Data processing and transformation services.
-
Inspect, query, and transform lakehouse data with Spark, Livy, and DuckDB.
-
🔧 FAOS Data Engineer — Data Pipeline Engineer + Data Infrastructure Specialist
-
Camber - Remote Agentic Data Science
Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Cursor via MCP
-
databricks-skills
Skills for Databricks SQL query optimization
-
Data engineering for Apache Airflow and Astronomer. Author DAGs with best practices, debug pipeline failures, trace data lineage, profile tables, migrate Airflow 2 to 3, and…
-
Skills for working with Bauplan data lakehouses: explore data, build pipelines, ingest from S3, debug failures, assess data feasibility, generate quality checks, and optimize DAGs
-
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Databricks skills for the CLI, Apps, Lakebase, Model Serving, Lakeflow Jobs, Spark Declarative Pipelines, Declarative Automation Bundles (DABs), and classic-to-serverless…
-
Data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena.
-
Data engineering for Apache Airflow and Astronomer. Author DAGs with best practices, debug pipeline failures, trace data lineage, profile tables, migrate Airflow 2 to 3, and…
-
Claude Code plugin for inspecting Delta Lake tables — no Spark, no libraries.
-
OpenSearch integration for Claude Code. This plugin provides a complete toolkit for managing OpenSearch clusters, e.g. rapidly prototyping semantic search applications; or…
Has a listing on Claude Code: claude-plugins-official (5)
-
Databricks skills for the CLI, Apps, Lakebase, Model Serving, Lakeflow Jobs, Spark Declarative Pipelines, Declarative Automation Bundles (DABs), and classic-to-serverless…
-
Data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena.
-
Data engineering for Apache Airflow and Astronomer. Author DAGs with best practices, debug pipeline failures, trace data lineage, profile tables, migrate Airflow 2 to 3, and…
-
oracle-ai-data-platform-workbench-engineer-agent
Oracle AI Data Platform (AIDP) Workbench engineer agent for Claude Code — a 37-skill agent that operates the full Spark/Delta lakehouse in natural language. Discovers your catalog…
-
This plugin provides a specialized suite of skills for data engineers and database practitioners working on Google Cloud. It acts as an expert assistant, allowing you to use…
Has a listing on Claude: knowledge-work-plugins (5)
-
Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…
-
Use Datadog directly in Claude Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation. This plugin is in…
-
Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant…
-
DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…
-
Skills, agents, and workflows for Honeycomb observability — query patterns, production investigations, SLOs, OpenTelemetry instrumentation, and Beeline migration. Designed to…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…
-
Comprehensive skill for the entire Temporal lifecycle — developing applications, using the Temporal CLI, running and managing Temporal Server, and working with Temporal Cloud.
-
CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…
-
Answer product and business questions with data
-
CrowdStrike Falcon Fusion skills for authoring, deploying, and executing Fusion workflows. Includes live action discovery, YAML authoring with schema validation, workflow import…
Has a listing on Community GitHub marketplaces (5)
-
Databricks skills for the CLI, Apps, Lakebase, Model Serving, Lakeflow Jobs, Spark Declarative Pipelines, Declarative Automation Bundles (DABs), and classic-to-serverless…
-
Data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena.
-
Inspect, query, and transform lakehouse data with Spark, Livy, and DuckDB.
-
🔧 FAOS Data Engineer — Data Pipeline Engineer + Data Infrastructure Specialist
-
databricks-skills
Skills for Databricks SQL query optimization
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Use Datadog directly in Copilot / VS Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation.
-
Transform Claude into an Azure expert. This plugin integrates the Azure MCP server and specialized Azure skills to move beyond generic advice. It enables Claude to perform…
-
A focused set of prompts, instructions, and a chat mode to help triage incidents and respond quickly with DevOps tools and Azure resources.
-
azure-sre-agent
Investigate failing Azure apps with your existing Azure SRE Agent through an interactive Copilot canvas. Review investigation threads and incident evidence, and continue…
-
Query Sumo Logic logs, alerts, dashboards, and SIEM insights directly from Copilot.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Complete bundle: all Microsoft Skills for Fabric for developers and consumers.
-
powerbi-authoring
Developer skills for authoring Microsoft Power BI solutions.
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
Has a listing on Cursor: cursor/plugins (5)
-
Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
-
Explore datasets and tables and run SQL queries.
-
Inspect and manage feature gates, experiments, dynamic configs, and metrics.
-
Build apps, scripts, and automations with the TypeScript SDK.
-
Work with PostHog from chat: query product analytics and run SQL, manage feature flags and experiments, triage error tracking issues, and review session replays, surveys, and…
Has a listing on Docker MCP Catalog (5)
-
Data processing and transformation services.
-
Complete DynamoDB operations and table management.
-
Enable AI agents to manage, monitor, and query CockroachDB using natural language. Perform complex database operations, cluster management, and query execution seamlessly through…
-
Analyze documents, images, videos, and audio.
-
Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.
Has a listing on Official MCP Registry (5)
-
Camber - Remote Agentic Data Science
Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Cursor via MCP
-
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
-
Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.
-
Pre-flight query cost and result-size guardrails for AI agents on BigQuery, Snowflake, Databricks
-
Validate, plan, preview and run YAML data pipelines (ETL with LLM steps) and debug failed runs.
Has a listing on npm registry (MCP servers) (5)
-
easytable-mcp io.github.chrischall/easytable-mcp
easyTable restaurant reservations for Claude — availability, and create/modify/cancel bookings
-
One workspace for every AI coding assistant. Shared tasks, memory, and governance.
-
Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots
-
Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.
-
Discover and load Agent Skills from configured local directories and Git sources over stdio MCP.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.