"dws" names no product directly. Among the candidates, Nutrient's source describes a Document Web Services (DWS) API: its indexed actions include check_credits (read-only check of the Nutrient DWS API credit balance 4) and parse_document, which extracts structured data from documents 4. Google's Workspace CLI gws is the most likely meaning of "dws" if the request refers to Google Workspace, since its indexed actions cover shared auth patterns, events and cross-service workflows 111.
A question back: Which "dws" do you mean: Nutrient's Document Web Services API for documents, or Google Workspace (gws) for productivity apps?
- 1
Nutrient DWS APInutrient.iofound in code, not yet checked
Nutrient's DWS API provides document operations such as data extraction, with check_credits to read credit balance and usage and parse_document to extract structured data from a file 4.
for agents: check_credits · parse_document · document_signer
- 2
Google Workspace CLI (gws)google.comverified and signed
The gws CLI covers authentication, global flags and output formatting for Google Workspace, plus event subscriptions and cross-service workflows 11.
official:CLI · googletestskill · google-agents-cli-deployskill · google-agents-cli-publishskill · google-agents-cli-workflow+1,146 community tools built for it
for agents: gws-shared · gws-events · gws-workflow
Sources
- 1Gemini Developer API | Gemma open models | Google AI for Developersai.google.dev · read 2026-10-29
- 4Nutrient — Document layer for agents | PDF SDKs and APIsnutrient.io · read 2026-10-29
- 11gws-shared: declares "gws-shared" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
gws-shared · gws-shared verified and signed
gws CLI: Shared patterns for authentication, global flags, and output formatting.
java-docs · java-docs verified and signed
Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.
cws-list-deployments · Cloudflare API verified and signed
List deployments
check_credits · Nutrient DWS MCP Server found in code, not yet checked
Check your Nutrient DWS API credit balance and usage for the current billing period. This is a read-only account lookup. It does not upload any document content. Returns: subscription type, total credits, used credits, and remaining credits.
dsql · dsql verified and signed
Build with Aurora DSQL - manage schemas, execute queries, and handle migrations with DSQL-specific requirements. Use when developing a scalable or distributed database/application or user requests DSQL.
websocket · slack-sdk verified and signed
python · fastcore verified and signed
stripe · stripe verified and signed
run_deepscholar_base · deepscholar found in code, not yet checked
Run the DeepScholar-Base pipeline to generate a research synthesis report.
· Research website read, tools not yet checked
Discover Google Research. We publish research papers across a wide range of domains and share our latest developments in AI and science research.
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