Bifrost Edge

MCP Security Risks and How to Mitigate Them

MCP Security Risks and How to Mitigate Them

Bifrost is the open-source AI gateway that governs MCP security risks centrally, while Bifrost Edge extends that same governance to every endpoint machine. The Model Context Protocol (MCP) lets AI applications discover and call external tools at runtime, which means every connected MCP server becomes a new trust boundary

MCP Server Governance Across the Gateway and Endpoint

MCP Server Governance Across the Gateway and Endpoint

MCP server governance controls which MCP servers, tools, and users are allowed across your AI traffic. Bifrost enforces it at the gateway and the endpoint. Most organizations cannot produce a list of the MCP servers running inside the AI tools their employees use every day. Model Context Protocol (MCP) servers

Shadow MCP: The Ungoverned AI Tools Risking Your Data

Shadow MCP: The Ungoverned AI Tools Risking Your Data

Bifrost governs shadow MCP by inventorying every ungoverned MCP server configured across your fleet and enforcing allow or deny policy on each device. Shadow MCP is the set of Model Context Protocol (MCP) servers that employees connect to their AI tools without any security or governance layer in between. These

Governing AI in the Browser: ChatGPT, Claude.ai, and Beyond

Governing AI in the Browser: ChatGPT, Claude.ai, and Beyond

Bifrost is the AI gateway and policy engine for governing AI in the browser, with Bifrost Edge extending those controls to ChatGPT web, Claude.ai, and beyond. Most enterprise access to generative AI now happens inside the browser. Menlo Security's 2025 research found that roughly 80% of generative

Governing Claude Desktop in Enterprises

Governing Claude Desktop in Enterprises

Governing Claude Desktop in enterprises means routing its AI traffic through Bifrost. The gateway sets policy; Bifrost Edge enforces it on every machine. Claude Desktop is installed on engineering and knowledge-worker laptops across most enterprises, and in many of those organizations nothing sits between the app and the model

How to Govern Claude, ChatGPT, and Gemini Without Blocking Them

How to Govern Claude, ChatGPT, and Gemini Without Blocking Them

Learn how to govern Claude, ChatGPT, and Gemini usage in the browser and desktop without blocking them. Bifrost routes endpoint AI traffic through one policy layer so guardrails, budgets, and audit logs apply everywhere. Most enterprise data exposure through AI starts with an ordinary action: an employee pastes source code,

What Is Shadow AI? The Ungoverned AI Risk Inside Every Company

What Is Shadow AI? The Ungoverned AI Risk Inside Every Company

Shadow AI is the ungoverned use of AI tools inside a company. Learn what it is, why it creates risk, and how Bifrost governs it from gateway to endpoint. Shadow AI is the use of AI tools, assistants, and models inside an organization without formal approval, security review, or governance.