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MCP server · RAG

quillrag

by · github.com/Ayush-yadav11/quillrag

Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.

Unclaimed rag
InstallView source
34Low

Scored a month ago · breakdown

About quillrag

quillrag is an MCP server published by Ayush-yadav11 in the RAG category: single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.

The repository has 3 stars and 0 forks, with the last commit 25 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Ayush-yadav11/quillrag

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (4)

rag_clearWipe everything.

Parameters not published.

rag_indexIncrementally index a directory/file. Skips unchanged files, prunes deleted ones, re-embeds only diffs.

Parameters not published.

rag_searchHybrid retrieval: dense MiniLM cosine + BM25 keyword, fused with Reciprocal Rank Fusion. Returns ranked chunks with source paths.

Parameters not published.

rag_statusDocument/chunk counts, bytes indexed, file-type breakdown.

Parameters not published.

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Security checks

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Questions

About quillrag

How do I install quillrag?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is quillrag safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is quillrag still maintained?

Yes — the last commit was 25 days ago. The repository has 3 stars and 0 forks.