db-context-engineering
Context Engineering Agent for generating and maintaining QueryData / Conversational Analytics API context sets (templates, facets, value searches) for natural language to SQL…
Pacote de plugins · de GoogleCloudPlatform
Resumo
db-context-engineering é um pacote de plugins para ferramentas de programação com IA publicado por GoogleCloudPlatform. Marketplaces que lemos e que o listam: 1 (Community GitHub marketplaces). A última mudança que registramos foi em 2026-10-23. Conforme nossa passagem pelos marketplaces em 2026-10-24.
Context Engineering Agent for generating and maintaining QueryData / Conversational Analytics API context sets (templates, facets, value searches) for natural language to SQL tasks. Works with AlloyDB, Cloud SQL for MySQL, Cloud SQL for PostgreSQL, and Spanner.
O que pede
- Instala-se como pacote de plugins
Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.
O que declara, pede e executa, por completo
Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.
Funciona com
- Claude Code
Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.
Conectar
Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.
Como plugin do Claude Code
Gerado a partir do que Community GitHub marketplaces declara.
/plugin marketplace add google/skills
/plugin install db-context-engineering@google-pluginsOnde está publicado
| Marketplace | Status | Versão | Números | Verificado | Visto pela primeira vez |
|---|---|---|---|---|---|
| Marketplace da comunidade google/skills (Abrir o código no GitHub) | Listado | 0.7.2 | Forks (GitHub): 20 Estrelas (GitHub): 41 |
Sem marcação | |
| Marketplace da comunidade googlecloudplatform/data-cloud-plugins (Abrir o código no GitHub) | Listado | 0.6.0 | Forks (GitHub): 20 Estrelas (GitHub): 41 |
Sem marcação | |
| Marketplace da comunidade googlecloudplatform/db-context-enrichment (Abrir o código no GitHub) | Listado | 0.7.5 | Forks (GitHub): 20 Estrelas (GitHub): 41 |
Sem marcação |
Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.
Listado em 3 marketplaces da comunidade
| Marketplace | Repositório | Estrelas (GitHub) |
|---|---|---|
| google-plugins | google/skills | 21 530 |
| data-cloud-plugins | googlecloudplatform/data-cloud-plugins | 85 |
| db-context-enrichment-marketplace | googlecloudplatform/db-context-enrichment | 41 |
Como os números mudaram
- 2026-10-2220
- 2026-10-2320
- 2026-10-2242
- 2026-10-2341
Cada ponto é um dia em que lemos um número diferente; os trechos planos são dias em que o número não mudou. Números de marketplaces diferentes nunca são somados.
O que o pacote contém
Conforme publicado em Community GitHub marketplaces.
Servidores MCP: 2
db-context-engineeringtoolbox
Skills: 7
context-engineering-bootstrapcontext-engineering-dataset-generationcontext-engineering-evaluatecontext-engineering-hillclimbcontext-engineering-initcontext-engineering-workflowcontext-generation-guide
O que mudou
- Passou a ser um produto que acompanhamos
- Community GitHub marketplaces: apareceu
- Community GitHub marketplaces: apareceu
- Community GitHub marketplaces: apareceu
Plugins semelhantes
Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.
-
Engineer and audit data systems: BigQuery pipeline cost and safety audits, Snowflake semantic views, SQL Server reconciliation and Oracle migration tooling, credit-risk data…
-
Oracle AI Data Platform - Engineer Agent
Run the full Oracle AI Data Platform (AIDP) data-engineering surface from Codex in natural language - 37 skills: discover catalog, ask in English, AI-in-SQL, optimize/time-travel…
-
Honeydew AI plugins for semantic data modeling and data analysis — 9 skills, 3 hooks, multi-platform support.
-
Agent skills for Fabric Data Warehouse: query performance analysis, warehouse-wide performance investigation and tuning, and dbt project bootstrap.
-
Ask your databases questions in plain English, run read-only SQL and set up data alerts.
-
dbt data transformation toolkit for model building, testing, and documentation. Includes dbt architect agent for strategic data modeling decisions.
-
Comprehensive data engineering toolkit combining ETL pipelines, data quality, and data architecture. Includes data architect agent for holistic data engineering decisions.
-
mcp-postgres-nl-query io.github.infoinlet-marketplace/mcp-postgres-nl-query
RLS/tenant-aware Postgres for AI agents — schema, read-only SQL, NL→SQL with safety rails.
-
Ask Databricks Genie questions about your workspace's data in plain language.
-
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…
Plugins semelhantes por marketplace
A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?
Listado em Claude Code: claude-plugins-community (5)
-
Honeydew AI plugins for semantic data modeling and data analysis — 9 skills, 3 hooks, multi-platform support.
-
Altertable gives Claude governed access to your Altertable workspace so it can explore data, query the lakehouse, analyze product and business metrics, and help turn raw data into…
-
Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…
-
Credible analysis tools (Malloy semantic model search, query execution, and analysis skills) for your Credible workspaces.
-
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…
Listado em Claude Code: claude-plugins-official (5)
-
Delegates dbt and warehouse work to altimate-code, a specialized CLI agent with 100+ purpose-built data tools (SQL analysis, column-level lineage, dbt build/test/run, warehouse…
-
Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…
-
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…
-
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…
-
Connect, query, and generate data insights for BigQuery datasets and data.
Listado em 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…
-
Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…
-
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…
-
informatica-for-claude-platform
Governed catalog discovery for Informatica Intelligent Data Management Cloud (CDGC): find tables, columns, files, glossary terms and policies across the enterprise catalog, check…
-
Write SQL, explore datasets, and generate insights faster. Build visualizations and dashboards, and turn raw data into clear stories for stakeholders.
Listado em Codex: openai-curated (openai/plugins) (5)
-
Answer product and business questions with data
-
Manage Supabase projects directly through ChatGPT. Execute SQL queries on PostgreSQL databases, design and modify table schemas, deploy serverless edge functions, and configure…
-
Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…
-
PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…
-
Analyze Mixpanel data with the mixpanel_headless Python SDK and Codex skills.
Listado em Community GitHub marketplaces (5)
-
Engineer and audit data systems: BigQuery pipeline cost and safety audits, Snowflake semantic views, SQL Server reconciliation and Oracle migration tooling, credit-risk data…
-
Oracle AI Data Platform - Engineer Agent
Run the full Oracle AI Data Platform (AIDP) data-engineering surface from Codex in natural language - 37 skills: discover catalog, ask in English, AI-in-SQL, optimize/time-travel…
-
Honeydew AI plugins for semantic data modeling and data analysis — 9 skills, 3 hooks, multi-platform support.
-
Agent skills for Fabric Data Warehouse: query performance analysis, warehouse-wide performance investigation and tuning, and dbt project bootstrap.
-
dbt data transformation toolkit for model building, testing, and documentation. Includes dbt architect agent for strategic data modeling decisions.
Listado em Copilot CLI: github/awesome-copilot (5)
-
Database administration, SQL optimization, and data management tools for PostgreSQL, SQL Server, and general database development best practices.
-
Connect GitHub Copilot to your CockroachDB clusters: run and explore SQL through MCP, with DBA/Developer/Operator agents, CockroachDB best-practice skills, and safety hooks that…
-
Explore and query TimeBase streams, schemas, QQL, symbols, and server status via MCP.
-
Microsoft Copilot Studio YAML authoring toolkit. Create, edit, validate, and test Copilot Studio agents using YAML files.
-
Use Datadog directly in Copilot / VS Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation.
Listado em Copilot CLI: github/copilot-plugins (5)
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
model-apps
Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Microsoft Dataverse plugin for coding agents, covering record CRUD, bulk data operations, advanced queries, schema and metadata, administration, security, environment management…
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
Listado em Cursor: cursor/plugins (5)
-
Ask Databricks Genie questions about your workspace's data in plain language.
-
Explore datasets and tables and run SQL queries.
-
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…
-
Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
-
Salesforce (Headless 360, Beta)
Manage records, users, and org setup across Salesforce.
Listado em Docker MCP Catalog (5)
-
Enable AI agents to manage, monitor, and query CockroachDB using natural language. Perform complex database operations, cluster management, and query execution seamlessly through…
-
schemacrawler-ai io.github.schemacrawler/schemacrawler-ai
Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast
-
Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.
-
Database interaction and business intelligence capabilities.
-
mongodb-mcp-server io.github.mongodb-js/mongodb-mcp-server
MongoDB Model Context Protocol Server
Listado em Official MCP Registry (5)
-
Ask your databases questions in plain English, run read-only SQL and set up data alerts.
-
mcp-postgres-nl-query io.github.infoinlet-marketplace/mcp-postgres-nl-query
RLS/tenant-aware Postgres for AI agents — schema, read-only SQL, NL→SQL with safety rails.
-
mcp-server io.quanti/mcp-server
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
-
metabase-ai-assistant io.github.enessari/metabase-ai-assistant
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
-
Camber - Remote Agentic Data Science
Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Cursor via MCP
Listado em PyPI (MCP servers) (5)
-
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integration
-
Pre-flight query cost and result-size guardrails for AI agents on BigQuery, Snowflake, Databricks
-
The data control plane for AI agents — acquire, validate, land, and query data over MCP.
-
mcp-server-couchbase io.github.Couchbase-Ecosystem/mcp-server-couchbase
Couchbase Model Context Protocol Server to interact with Couchbase clusters
-
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
Listado em npm registry (MCP servers) (5)
-
redash-mcp io.github.seob717/redash-mcp
Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.
-
Read-only SQL queries and schema inspection for IBM Db2 for i over ODBC, JT400 or Mapepire (SSH).
-
Run SQL queries and inspect database schemas through safe, visible MCP tools.
-
Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.
-
ServiceNow MCP Server (NowAIKit)
ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.
Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.
Quer esta marca no seu plugin em nosso catálogo?
Prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS, e você poderá mostrar esta marca na ficha, com banners ao vivo para o seu site e o README. Como funciona a verificação
Você também recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.
Dados de Community GitHub marketplaces. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.