# MCP Protection

Published articles for MCP Protection.

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## Darwinium launches two intent intelligence capabilities to catch fraud by AI agents

DevFeed: [Darwinium launches two intent intelligence capabilities to catch fraud by AI agents](<https://devfeed.tech/articles/darwinium-launches-two-intent-intelligence-capabilities-to-catch-fraud-by-ai-agents-77165.md>)

Original publisher: [Read original article](<https://siliconangle.com/2026/10/08/darwinium-launches-two-intent-intelligence-capabilities-to-catch-fraud-by-ai-agents/>)

Author: Duncan Riley

Published: 2026-10-08T13:00:44Z

Content type: news

Language: en

Sources: [SiliconANGLE](<https://devfeed.tech/sources/siliconangle.md>)

Topics: [online-fraud-prevention](<https://devfeed.tech/topics/online-fraud-prevention.md>), [ai security](<https://devfeed.tech/topics/ai-security.md>), [agentic commerce fraud](<https://devfeed.tech/topics/agentic-commerce-fraud.md>), [agent to agent communication](<https://devfeed.tech/topics/agent-to-agent-communication.md>), [fake account fraud](<https://devfeed.tech/topics/fake-account-fraud.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [account takeover](<https://devfeed.tech/topics/account-takeover.md>), [AI Integration Strategies](<https://devfeed.tech/topics/ai-integration-strategies.md>), [hierarchical agent systems](<https://devfeed.tech/topics/hierarchical-agent-systems.md>), [self-service](<https://devfeed.tech/topics/self-service.md>)

Tags: [accomplice](<https://devfeed.tech/tags/accomplice.md>), [agent-intent-detection](<https://devfeed.tech/tags/agent-intent-detection.md>), [agentic-commerce](<https://devfeed.tech/tags/agentic-commerce.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [airtree-ventures](<https://devfeed.tech/tags/airtree-ventures.md>), [apollo-io](<https://devfeed.tech/tags/apollo-io.md>), [blackbird-ventures](<https://devfeed.tech/tags/blackbird-ventures.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [darwinium](<https://devfeed.tech/tags/darwinium.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [fraud-detection](<https://devfeed.tech/tags/fraud-detection.md>), [fraud-prevention](<https://devfeed.tech/tags/fraud-prevention.md>), [intent-intelligence](<https://devfeed.tech/tags/intent-intelligence.md>), [jon-ferrari](<https://devfeed.tech/tags/jon-ferrari.md>), [journey-transition-probability](<https://devfeed.tech/tags/journey-transition-probability.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-protection](<https://devfeed.tech/tags/mcp-protection.md>), [michael-rodriguez](<https://devfeed.tech/tags/michael-rodriguez.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [news](<https://devfeed.tech/tags/news.md>), [payment](<https://devfeed.tech/tags/payment.md>), [security](<https://devfeed.tech/tags/security.md>), [the-latest](<https://devfeed.tech/tags/the-latest.md>), [u-s-venture-partners](<https://devfeed.tech/tags/u-s-venture-partners.md>)

### AI overview

Darwinium launched Journey Transition Probability, which flags unusual changes in the sequence and timing of actions, and MCP Protection, which monitors AI agents' tool calls in the context of the customer journey. The capabilities are intended to help businesses assess intent and risk across web, mobile and agent activity, including login, account changes and payments.

### Source excerpt

Fraud prevention startup Darwinium UK Ltd. today launched two new capabilities that make intent intelligence the foundation of its platform. Journey Transition Probability flags unusual changes in the steps a person, bot or artificial intelligence agent takes on the way to a login, account change or payment. MCP Protection watches the tools agents use to [...] The post Darwinium launches two intent intelligence capabilities to catch fraud by AI agents appeared first on SiliconANGLE.