quillrag
io.github.Ayush-yadav11/quillrag
About quillrag
quillrag is an MCP server published by the GitHub account Ayush-yadav11. Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.
It asks for no keys or passwords.
Version 0.1.3 was published on 27 August 2026, and the source code is public, so you can read it before installing.
Written from the registry entry. 4 automated checks on registry metadata: 2 pass, 0 warn, 0 fail, 2 info. How we check.
What it asks for
This server declares no environment variables, so it asks for no keys or settings.
Checks
| Check | Result | Detail |
|---|---|---|
| Source repository linked | Pass | https://github.com/Ayush-yadav11/quillrag |
| Secrets requested | Info | Asks for no secrets |
| Namespace ownership | Info | Name verified via GitHub account Ayush-yadav11 |
| Registry text aimed at the AI | Pass | Description and settings contain no hidden characters or instructions to the AI |
Popularity & health: 54 / 100
Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.
0 forks, 3 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.
What people say
No Hacker News threads link to its source code.
Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.
Facts
| Registry name | io.github.Ayush-yadav11/quillrag |
|---|---|
| Publisher | GitHub account Ayush-yadav11 |
| How the name is verified | Name verified via GitHub account Ayush-yadav11. The registry ties the name prefix to that account or domain; it does not check the code. |
| Type | Local: runs on your machine from a package |
| Version | 0.1.3 |
| Published | |
| Last updated | |
| Source repository | https://github.com/Ayush-yadav11/quillrag |
| Website | None linked |
| Category | Search & web (assigned by keyword rule, not by hand) |
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