agentmods.dev

layout-aware-rag

A local server for retrieving information while preserving the layout and structure of documents, rather than treating them as plain text.

In plain words
What is it for?
It is for layout-aware information retrieval; the concrete document types and supported operations are not specified.
Why use it?
It can help answer questions from documents where position, formatting, tables, or other visual structure affects the meaning. The supplied information does not specify its exact data sources or commands.

MCP server for Claude CodeCodexCursor

1 15d ago A scan tokens not measured original Apache-2.0
View the source file zzkws/Layout-Aware-RAG
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add mcp/zzkws/layout-aware-rag/layout-aware-rag
Clone the repo
git clone --depth 1 https://github.com/zzkws/Layout-Aware-RAG

Made for: Claude Code, Codex, Cursor.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

layout-aware-rag scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

listed in the official MCP registry · 8 lines

What it actually says

{ "layout-aware-rag": { "command": "uvx", "args": [ "layout-aware-rag" ] } }

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 8 lines scan A b5d4167715b3

Subscribe to this mod's changes

layout-aware-rag is an MCP server published in the GitHub repository zzkws/Layout-Aware-RAG (1 stars, last pushed 15d ago), licensed Apache-2.0. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Data and AIDocumentsRAG and vectorsdocument-aiinformation-retrievalmcpmultimodal-rag
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