sanju49b/mcp-security-research

The project addresses a highly relevant and timely niche: the security implications of Anthropic's Model Context Protocol (MCP). However, with 0 stars and 0 forks at 0 days old, it currently represents a personal research repository rather than a community-backed tool or framework. The defensibility is low (2) because security research is non-excludable; once a vulnerability or mitigation is published, the 'moat' disappears as it becomes common knowledge or is patched by the protocol maintainers. Frontier labs (specifically Anthropic) have a medium risk of displacement here, as they are likely to release their own security hardening guidelines and built-in protections for MCP, which would supersede independent research. Compared to established LLM security frameworks like Giskard or the OWASP LLM Top 10, this is a very narrow, implementation-specific project. Its value lies in its early-mover status in the MCP space, but without significant adoption or a unique testing automation engine, it remains a set of demos rather than a platform.