agentmods.dev

universal-rag-mcp

universal-rag-mcp is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from Sid7on1/universal-memory-mcp. Its token cost is not measured, scanned A, original, MIT.

A local MCP server that gives AI assistants a retrieval-augmented memory system, meaning they can search stored information for relevant context.

In plain words
What is it for?
Use it by running the Universal RAG Memory server locally through its npm package. The available information does not specify what data sources it accepts or how memory is managed.
Why use it?
It can provide reusable context from saved information instead of requiring everything to be supplied again in each conversation.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Written for no agent in particular: it speaks MCP, so any client can run it.

not rated 0repo 1y ago A scan tokens not measured original MIT

Good fit Use it by running the Universal RAG Memory server locally through its npm package. The available information does not specify what data sources it accepts or how memory is managed.

Compare 6 mcp servers from other repositories ↓
Install with agentmods
npx agentmods add mcp/sid7on1/universal-memory-mcp/universal-rag-mcp
View source ↗ Sid7on1/universal-memory-mcp
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.

Clone the repo
git clone --depth 1 https://github.com/Sid7on1/universal-memory-mcp

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote 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.

agentmods badge for universal-rag-mcp

README.md
[![agentmods](https://agentmods.dev/badge/mcp/sid7on1/universal-memory-mcp/universal-rag-mcp/github.svg)](https://agentmods.dev/mcp/sid7on1/universal-memory-mcp/universal-rag-mcp)
Your own site
<a href="https://agentmods.dev/mcp/sid7on1/universal-memory-mcp/universal-rag-mcp"><img src="https://agentmods.dev/badge/mcp/sid7on1/universal-memory-mcp/universal-rag-mcp/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for universal-rag-mcp

Your own site · 80×15
<a href="https://agentmods.dev/mcp/sid7on1/universal-memory-mcp/universal-rag-mcp"><img src="https://agentmods.dev/badge/mcp/sid7on1/universal-memory-mcp/universal-rag-mcp.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
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. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

universal-rag-mcp 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 1mo 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 · 9 lines

What it actually says

{ "universal-rag-mcp": { "command": "npx", "args": [ "-y", "@sid7vish/universal-rag-mcp" ] } }

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. 1mo ago First seen · 9 lines scan A d8a0b47344c1

Subscribe to this mod's changes

universal-rag-mcp is an MCP server published in the GitHub repository Sid7on1/universal-memory-mcp (0 stars, last pushed 1y 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. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Data and AIMemory and contextRAG and vectorsmcpmemory-systempersonal-project
Related

Other mcp servers, from other repositories

synaplan

Self-hosted AI workspace: semantic RAG document search, long-term memory, and AI chat via MCP. Remote server at web.synaplan.com.

metadist/synaplan · not measured

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.

cq27-dev/rag-rat · not measured

inspeximus

MCP server "inspeximus", hosted remotely at pypi.org, as configured in DanceNitra/inspeximus. Needs 1 environment variable to run.

DanceNitra/inspeximus · not measured

context-engine

Task-aware context compression for logs, RAG, and coding workflows. Runs locally from the melonelish-context-engine Python package.

melonelish/context-engine · not measured

re-call

Trustworthy retrieval for an AI agent's own memory — verdict, confidence and provenance per hit, or an explicit abstention. Runs locally from the recall-rag Python package. Needs 3 environment variables to run.

GiulioDER/RE-call · not measured

vector-memory

A zero-configuration RAG memory server for MCP clients. Runs locally from the @aeriondyseti/vector-memory-mcp npm package.

aeriondyseti/vector-memory-mcp · not measured