corerag-system

corerag-system is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from TJ-Neary/CoreRag. Its token cost is not measured, scanned A, original, MIT.

A local MCP server for the CoreRag system, configured to run from a Python package. MCP is a standard way for an agent to use external tools.

In plain words
What is it for?
It is for starting the corerag-system package through uvx so an agent can use the capabilities that package provides.
Why use it?
It gives a coding agent a configured local connection to CoreRag without requiring a separate service setup. The input does not describe its specific commands or data sources.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

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

Good fit It is for starting the corerag-system package through uvx so an agent can use the capabilities that package provides.

Compare 6 mcp servers from other repositories ↓
Install with agentmods
npx agentmods add mcp/tj-neary/corerag/corerag-system
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/TJ-Neary/CoreRag

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 corerag-system

README.md
[![agentmods](https://agentmods.dev/badge/mcp/tj-neary/corerag/corerag-system.svg)](https://agentmods.dev/mcp/tj-neary/corerag/corerag-system)
Your own site
<a href="https://agentmods.dev/mcp/tj-neary/corerag/corerag-system"><img src="https://agentmods.dev/badge/mcp/tj-neary/corerag/corerag-system.svg" alt="Measured on agentmods" 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

corerag-system 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 7d 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

{ "corerag-system": { "command": "uvx", "args": [ "corerag-system" ] } }

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. 7d ago First seen · 8 lines scan A c90b06aee038

Subscribe to this mod's changes

corerag-system is an MCP server published in the GitHub repository TJ-Neary/CoreRag (1 stars, last pushed 5mo 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.