GitHub MCP exploited: Accessing private repositories via MCP

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The discussion centers on the exploit involving GitHub's Managed Cloud Platforms (MCP) where private repositories can be accessed through LLMs like Claude if given the right access tokens. Users highlight the risks of overly broad permissions and the crucial need for fine-grained access control. While some argue that the attack relies on user actions and permissive settings, others express concerns about the security of using LLMs with significant permissions over sensitive data. Suggestions for improving security include more stringent authentication measures and a critical reevaluation of how AI tools handle access tokens and user data. Many comments stress that the problem lies in user behavior and the design of LLM integrations rather than inherent flaws in GitHub MCP itself. Additionally, there are calls for greater security measures in AI design to avoid needing external guardrail products.
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