MCP SiftCurated directory

MalwareBazaar_MCP

by mytechnotalent

一个由人工智能驱动的MCP（模型上下文协议）服务器，能够自主与Malware Bazaar接口，提供实时威胁情报和样本元数据，适用于授权的网络安全研究流程。需要在.env文件中通过MALWAREBAZAAR_API_KEY环境变量配置MalwareBazaar API密钥。

Developer toolsstdioCommunity

Repository-wide counts · Cached 2026-03-08

View on GitHubCheck installation steps

Overview

The MalwareBazaar_MCP MCP server is a publicly available project. Review the upstream repository for installation instructions, supported tools, compatibility, permissions, and current maintenance status.

Configuration

Configuration, transport, authentication, and runtime requirements vary by project. Open the repository before connecting and use the smallest set of credentials and permissions required.

Open the MalwareBazaar_MCP repository to read the latest documentation.

KEEP EXPLORING

Compare source, connection, and authentication details before choosing an implementation.

View the complete category

模型上下文协议服务器

modelcontextprotocol

Community

一组用于模型上下文协议（MCP）的参考实现，展示了对大型语言模型（LLM）工具和数据源的安全且受控的访问方式。

Developer tools

Context7 Platform - Up-to-date Code Docs For Any Prompt

upstash

Community

Context7 MCP server providing up-to-date, version-specific documentation and code examples for libraries, enabling coding agents to fetch accurate docs and code snippets. Requires an API key for higher rate limits, passed via CONTEXT7_API_KEY header.

Developer tools

Playwright MCP

Microsoft Corporation

Community

A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. Enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models.

Developer tools

AIHawk

feder-cr

Community

AIHawk is an anti detect browser and web browsing agent, open source, with an MCP server for coding agents: undetected, no captchas, no blocks. It requires an OpenRouter API key for the standalone web UI mode, which can be provided via the --openrouter-key flag or the OPENROUTER_API_KEY environment variable or a .env file in the running directory.

Developer tools
FROM THE SOURCE

Repository README

Build-time snapshot · Retrieved 2026-10-05

View original

MalwareBazaar_MCP

An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.


MCP Tools

get_recent: Get up to 10 most recent samples from MalwareBazaar.
get_info: Get detailed metadata about a specific malware sample.
get_file: Download a malware sample from MalwareBazaar.
get_taginfo: Get malware samples associated with a specific tag.

Step 1: Create a MalwareBazaar APIKEY

https://auth.abuse.ch/user/me

Step 2: Create .env

MALWAREBAZAAR_API_KEY=<APIKEY>

Step 3a: Create Virtual Env & Install Requirements - MAC/Linux

curl -LsSf https://astral.sh/uv/install.sh | sh
cd MalwareBazaar_MCP
uv init .
uv venv
source .venv/bin/activate
uv pip install -r requirements.txt

Step 3b: Create Virtual Env & Install Requirements - Windows

powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
cd MalwareBazaar_MCP
uv init .
uv venv
.venv\Scripts\activate
uv pip install -r requirements.txt

Step 4a: Add Config to the MCP Client - MAC/Linux

{
    "mcpServers": {
        "malwarebazaar": {
            "description": "Malware Bazaar MCP Server",
            "command": "/Users/XXX/.local/bin/uv",
            "args": [
                "--directory",
                "/Users/XXX/Documents/MalwareBazaar_MCP",
                "run",
                "malwarebazaar_mcp.py"
            ]
        }
    }
}

Step 4b: Add Config to the MCP Client - Windows

{
    "mcpServers": {
        "malwarebazaar": {
            "description": "Malware Bazaar MCP Server",
            "command": "uv",
            "args": [
                "--directory",
                "C:\Users\XXX\Document\MalwareBazaar_MCP",
                "run",
                "malwarebazaar_mcp.py"
            ]
        }
    }
}

Step 5: Run MCP Server

uv run malwarebazaar_mcp.py

Step 6: Run MCP Client & Query

Help me understnad the latest hash from Malware Bazaar.

Step 7: Run Tests

python -m unittest discover -s tests

uv pip install coverage==7.8.0
coverage run --branch -m unittest discover -s tests
coverage report -m
coverage html
open htmlcov/index.html  # MAC
xdg-open htmlcov/index.html  # Linux
start htmlcov\index.html  # Windows
coverage erase

License

Apache License, Version 2.0