This is a deliberately provocative educational project that demonstrates security vulnerabilities in MCP implementations by hiding code execution in unexpected places. It extracts data from Reddit discussions and LinkedIn profiles, but the real point is showing how MCP tools can obfuscate malicious behavior through steganography in images and embedded WebAssembly modules. The author built it to teach developers what to watch for when vetting MCP servers. You'd use this in a sandboxed environment to learn about MCP security risks, not for actual social media analysis. Think of it as a penetration testing demonstration rather than a production tool. Review the source carefully if you run it, which is exactly the lesson it's trying to teach.

This repository is intended for educational purposes to demonstrate the potential security risks in MCP implementations, and how to recognize and prevent security issues.
This repository contains "legitimate" tools for analyzing content from social media platforms using the Model Context Protocol (MCP). It demonstrates both the capabilities and potential security implications of MCP tools.
These tools are provided for educational purposes only to demonstrate both the legitimate use cases and security considerations when developing and using MCP tools.
This code is provided for educational purposes only. The authors do not endorse using these techniques for any malicious purposes. Always obtain proper authorization before analyzing content from any platform and respect their terms of service.
The MCP Toolkit provides utilities for extracting and analyzing content from:
The toolkit includes:
See Reddit Readme :: Using embedded code in a remote image
See Linkedin Readme :: Using WebAssembly module embedded in a local image
This toolkit demonstrates several important security aspects of MCP tools:
Code Execution && Obfuscation Techniques: The repository shows how MCP tools can execute code in unexpected ways, including:
Data Access: Tools can access and process data beyond what might be expected:
When developing or using MCP tools:
This project is licensed under the MIT License.
Uri Shamay cmpxchg16@gmail.com
com.mcparmory/google-sheets
domdomegg/google-sheets-mcp
henilcalagiya/google-sheets-mcp
cct15/war-dashboard-data
moooonad/mcp-google-sheets-full
io.github.br0ski777/csv-to-json