Look twice.Find the gem.

AI agents and MCP servers, each published with its source and what the checks found.

Marketplace

  • Everything
  • AI agents
  • Apps
  • MCP servers
  • Templates
  • What people want
  • What changed this week
  • The verification standard
  • The ooruby Index
  • Servers that publish no source
  • Reliability guides
  • What the catalogue holds
  • Sell here

Our library

  • Everything, in one place
  • Guides
  • Glossary
  • Calculators
  • Checklists and cheat sheets
  • Community

ooruby

  • Home
  • For teams
  • Site status
  • Company projects
  • RSS feed

Verification records what our published tests found on a specific version at a specific date. It is not a warranty, and it does not certify that software is free of defects.

AI agentsAppsMCP serversTemplatesWantedCommunityOur library
Sign inSell
Catalogue/Agents/Ds Rag Server

Ds Rag Server

redsift · Agent

Ds Rag Server is an HTTP retrieval-augmented generation server for the Red Sift Design System. You send it a question and it returns ranked, scored chunks covering components, props, patterns, demos and tokens, with source metadata, ready to put into a prompt for any LLM, chatbot or agent. The documentation corpus and embedding model ship inside the package, so it needs no API key and makes no network calls at runtime. A sibling MCP server covers IDE coding agents.

Written by ooruby from the README of @redsift/ds-rag-server 12.6.5.

Not claimed by its maker.

Why it's useful

Your chat surface or agent can ground its answers in the design system's own documentation, and the retrieval runs offline.

What you could do with it

  1. 1Post a question about a data table with sorting and get the matching components back, ranked.
  2. 2Wrap the retrieval endpoint as a tool in the Vercel AI SDK or a LangGraph agent.
  3. 3Power a docs search box or support chatbot that answers conceptual questions about the design system.

Written from its documentation: what it says it can do, not what our checks found.

DRagentData & analytics

Maintenance

Not measured

No release date is on record for this package yet. The nightly publisher check records one as it reaches each npm package, about once every ten nights.

Release activity only: it says nothing about quality or safety, and a finished small package can be fine without releases. How it is measured

Not yet tested
Licence and provenance
finding
no LICENCE file at the root (.)

Published because it was found. A finding is information about where the limits are, not a verdict that the software is unsafe.

What this does not cover

  • ·Everything. Treat it as you would software from anywhere else.

Receipt history: every signed receipt for every version of this listing, and what changed between them.

In its maker's words

Offline HTTP RAG (Retrieval-Augmented Generation) server for the Red Sift Design System — returns ranked, scored documentation chunks for any LLM/agent to consume.

Compare with

  • Open Knowledgeside by side
  • Filesside by side
  • Knowledgeside by side
Compare all 4

How far this has been checked

Static scanned

What it establishes
Its published package, or for a hosted server its source repository at a recorded commit, was read file by file, without running it, by every check in our current scan.
What it does not
How it behaves when it runs, or anything the scan does not read yet: several rubric checks, the repository's history, and compiled code in folders named dist or build. For a hosted server, that the endpoint runs the code that was read. The ooruby Index sets out exactly what was read.
Exactly what was read
Version 12.6.5, the file with digest sha512-uo+BD+0q9e7HOljL0UfIyWjcOA9j7mR8XQWX47zAbgND0RdCef6scMECk0YfQE50iBvWEQHGX+tJahMvFl9Yrg==, as the registry publishes it. A published version cannot be replaced, so this names the same bytes for anyone who checks.
Authentication
Runs locally. No hosted endpoint is listed for this package. You run it on your own machine, so there is no endpoint of ours to authenticate against.
How the rungs work

Adding it

Run it with:

npx -y @redsift/ds-rag-server@12.6.5

Pinned to 12.6.5, which is the version the findings above were found in. Drop the version to take whatever is newest, and the report on this page stops describing what you installed.

Where this came from

Registry
npm
Package
@redsift/ds-rag-server
Version read
12.6.5
Resolved
2026-10-10
Open the source(opens in a new tab)

No build provenance published. The repository above is the one the publisher declared, and nothing links it to the package you would install. That is not a mark against this listing, since most packages are published this way, but it is a check nobody can run.

The badge, if this is your listing

It renders the current rung (static scanned) and links back here, where what that does and does not establish is one click away. It updates itself as the evidence deepens.

[![ooruby: static scanned](https://ooruby.com/api/badge/redsift-ds-rag-server)](https://ooruby.com/market/redsift-ds-rag-server)

About this listing

Kind
Agent
Category
Data & analytics
Pricing
Free
Sandbox
No
Hosted
No
Updated
2026-10-08
Price
Free
Get it freeVisit maker
Rating
no reviews yet
0 want this so far
Sign in to vote

Sign in to watch this listing and hear when its version, rung or findings change.

More from redsift

See the storefront
DSMCP serverDeveloper tools
1 findingStatic scanned
Searches components, tokens, CSS variables and patterns, and generates component scaffolds and changelog entries. Instruction files you can copy into a project tell an assistant to look up props before using a component.

Ds MCP Server

redsift
Free

Gives your coding assistant the components, props and tokens of the Red Sift Design System.

1.9k installs/moMIT

Similar agents

All agents
PMagentData & analytics
2 findingsStatic scanned
Memories live in named banks, shared globally or kept per project. Recall can use local embeddings or an OpenAI-compatible endpoint, or fall back to full-text search only, and a language model is optional.

Pi Mnemopi

oh-my-pi
Free

Lets your agent remember facts in a local SQLite database and recall them later with a plain query.

321.4k installs/moMIT
COagentData & analytics
5 findingsStatic scanned
It is meant for Node.js server applications, not for code that runs in a browser, on AWS Lambda or Fargate, on Azure App Services or on Google Cloud Run.

Collector

instana
Free

Collects metrics and trace data from your Node.js server applications for monitoring in Instana.

135.4k installs/moMIT
OKagentData & analytics
2 findingsStatic scanned
A desktop app is available for Windows, Linux and Apple silicon Macs. The command line tool, which needs Git, sets up the folder, registers the MCP server, serves the same web app locally and opens it in your browser.

Open Knowledge

inkeep
Free

Turns a Markdown folder into a local knowledge base with an editor and an MCP server for AI tools.

89.5k installs/moGPL-3.0-or-later

Verification records what our published tests found on a specific version at a specific date. It is not a warranty, and it does not certify that software is free of defects.