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.
npx agentmods add mcp/ilikebug/veloxrag/veloxraggit clone --depth 1 https://github.com/ilikebug/veloxragWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/mcp/ilikebug/veloxrag/veloxrag)<a href="https://agentmods.dev/mcp/ilikebug/veloxrag/veloxrag"><img src="https://agentmods.dev/badge/mcp/ilikebug/veloxrag/veloxrag.svg" alt="Measured on agentmods" height="20"></a>Grade A, and why
veloxrag 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 3d 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.
This is a copy
86% identical to coding-os — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
{ "veloxrag": { "command": "uvx", "args": [ "veloxrag" ] } }
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.
- 3d ago First seen · 8 lines scan A 817074c316de
veloxrag is an MCP server published in the GitHub repository ilikebug/veloxrag (0 stars, last pushed 16d ago), licensed MIT. 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. It is 86% identical to coding-os, differing in 4 lines, and is treated as a copy.
Other mcp servers, from other repositories
haiku-rag
Local-first agentic RAG with citations - hybrid search, reranking and multimodal retrieval over your own documents, no database server required. Runs locally from the haiku-rag Python package.
rag-rat
CLI and MCP entrypoint for indexing repositories into local source, graph, history, and memory evidence. Runs locally from the @rag-rat/bin npm package.
mixedbread
MCP server "mixedbread", hosted remotely at www.mcp.mixedbread.com, as configured in mixedbread-ai/skills. Needs 1 environment variable to run.
rag-mcp
This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.
kb
MCP server "kb", hosted remotely at 127.0.0.1, as configured in fish827-08/rag-kb.
mcp-markdown-ragdocs
MCP server "mcp-markdown-ragdocs" as configured in andnp/ragdocs-mcp. Runs locally from the mcp-markdown-ragdocs Python package.