| astronomer-data-agents | This tool assists data engineers working with Apache Airflow and Astronomer, supporting DAG authoring, failure debugging, lineage tracing, table profiling, version migration, and deployment management. | Development | Apache-2.0 | — |
| aws-startup-advisor | Advisory tool offering tailored AWS architecture, cost, and security guidance based on startup patterns, supporting cloud migration, AI code porting to Bedrock, and access to Activate credits and startup offers. | Development | Apache-2.0 | Amazon Web Services |
| aws-transform | AWS Transform migrates and modernizes codebases for AWS, converting .NET, COBOL, VMware VMs, and SQL Server, upgrading language versions and SDKs, plus detecting and fixing tech debt and security issues. | Migration | Apache-2.0 | Amazon Web Services |
| buildkite | Official Buildkite integration skills enabling AI coding agents to manage pipelines, migrations, preflight checks, agent runtime configuration, CLI usage, and API interactions. | Development | MIT | Buildkite |
| code-modernization | This tool guides legacy software modernization: running /modernize produces an assessment, interactive map, extracted business rules, and an approvable plan, followed by upgrading, rewriting, or rebuilding code with verified behavioral equivalence, security improvements, and reporting. | Development | Apache-2.0 | Anthropic |
| confidence | This tool integrates Confidence's feature flag, experiment, and migration management capabilities into Claude Code, allowing direct access to these functions within that environment. | Development | Apache-2.0 | Spotify Confidence |
| data | Assists data engineers using Apache Airflow and Astronomer by writing DAGs, diagnosing pipeline errors, tracing data lineage, profiling tables, migrating Airflow versions, and managing deployments. | Development | Apache-2.0 | — |
| databases-on-aws | Provides expert assistance for AWS databases, including schema design, query execution, migration handling, and guidance on selecting suitable database options for specific workloads. | Database | Apache-2.0 | — |
| migration-to-aws | Analyzes IaC, application code, and GCP billing data to plan migrations from GCP (and OpenAI/Gemini workloads) to AWS, mapping AI providers to Bedrock, estimating costs, and producing migration artifacts locally. | Development | Apache-2.0 | Amazon Web Services |
| oracle-ai-data-platform-workbench-databricks-migrator | This tool orchestrates natural-language-driven migration from Databricks to Oracle AI Data Platform, converting notebooks, jobs, schedules, and catalog DDL through automated dependency rewriting followed by live cell-level execution, verification, and correction using Claude. | Development | MIT | Oracle |
| scandit-sdk | Provides AI agent guidance for incorporating the Scandit Data Capture SDK, covering product choice, reference documentation, and setup instructions for barcode scanning, ID document capture, and smart label recognition. | Development | Apache-2.0 | Scandit |
| streaming-skills-plugin | A Confluent-published Claude plugin offering skills for developing Kafka/Flink streaming applications—scaffolding producers/consumers, Flink UDFs, Kafka Streams topologies, CDC pipelines, schema registration, and AWS MSK migration planning. Generated code requires review since LLM behavior varies. | Development | Apache-2.0 | Confluent |
| ui5-modernization | A toolkit that combines workflow guidance and targeted fix patterns to help modernize SAPUI5/OpenUI5 applications. | Development | Apache-2.0 | SAP SE |
| ui5-typescript-conversion | This plugin helps coding agents convert SAPUI5/OpenUI5 projects written in JavaScript into TypeScript. | Development | Apache-2.0 | SAP SE |
| vsql-extension-builder | This tool builds VillageSQL extensions for MySQL using a persona-driven, seven-phase workflow, often to port existing PostgreSQL extensions. | Database | Apache-2.0 | VillageSQL |
| wix | A CLI toolset for developing, managing, and deploying Wix sites and apps, supporting dashboard extensions, backend APIs, widgets, and an MCP server for site management. | Development | MIT | — |
| workos | Provides WorkOS integration guidance covering AuthKit, single sign-on, Directory Sync, role-based access control, Vault, Audit Logs, migration processes, and API documentation references. | Security | MIT | WorkOS |