MCP

AGI Inc.'s Android AI Agent MCP Closes the Mobile API Gap

AGI Inc.’s Android AI Agent MCP Closes the Mobile API Gap

AGI, Inc. has launched an MCP server that lets AI agents operate any Android app by simulating human touch, no API required. The approach closes a structural gap in agentic AI workflows and targets mobile CI/CD test automation as its lead use case. Enterprise and government buyers will need to watch the compliance roadmap before committing.

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Elastic Q1 FY2027: AI Search, MCP, and Air-Gap Expansion

Elastic Q1 FY2027: AI Search, MCP, and Air-Gap Expansion

Elastic’s Q1 FY2027 results show 21% cRPO growth alongside a wave of AI-focused product moves, including an OpenAI collaboration, MCP-embedded observability tools, and a new push into air-gapped government environments. The quarter signals a deliberate shift from search vendor to AI infrastructure platform. ECI Research analysis examines what it means for enterprise buyers and developers.

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Telestream UP at IBC2026: Cloud-Native Media Workflow Platform

Telestream UP at IBC2026: Cloud-Native Media Workflow Platform

Telestream announced the next evolution of its UP platform at IBC2026, adding MCP support for AI agents and expanding its modular media workflow capabilities. ECI Research examines whether the building-block strategy addresses real buyer concerns around vendor lock-in and integration complexity. The platform’s long-term viability depends on how quickly Telestream can close the gap between roadmap and production-ready delivery.

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Airbyte Adds Semantic Search and Governance for AI Agents

Airbyte Adds Semantic Search and Governance for AI Agents

Airbyte has added semantic search and fine-grained entity policies to its Agents platform, enabling AI agents to retrieve enterprise knowledge by meaning while respecting existing security controls. The announcement targets two of the most common blockers for production agent deployments: incomplete context access and inadequate governance. ECI Research data shows data leakage and pipeline complexity are top concerns for enterprises scaling AI on modern infrastructure.

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CData's Inc. 5000 Streak Signals AI Data Governance Surge

CData’s Inc. 5000 Streak Signals AI Data Governance Surge

CData Software has made the Inc. 5000 list for the third consecutive year, driven by enterprise demand for governed AI-to-data integration. Its MCP-based platform enforces policy and semantic context on every AI request. ECI Research data confirms AI governance spending is accelerating across engineering organizations.

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Starburst SEIP: A Governed Data Foundation for Enterprise AI

Starburst SEIP is a Governed Data Foundation for Enterprise AI

Starburst has outlined a four-pillar Enterprise Intelligence Platform designed to deliver federated data access, governed semantics, and agentic AI interfaces without requiring data migration. The strategy positions Starburst against hyperscalers by targeting the governed semantic layer as its primary moat. ECI Research analysts examine what the announcement means for enterprise AI readiness and competitive dynamics in the data platform market.

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Yugabyte Meko: Agent-Native Data Infrastructure for Enterprise AI

Yugabyte Meko: Agent-Native Data Infrastructure for Enterprise AI

Yugabyte has launched Meko, an agent-native data infrastructure layer built on YugabyteDB that gives multi-agent AI systems shared memory, reasoning traces, and compliance-ready auditability. The announcement targets the stateless agent problem that most enterprise AI deployments haven’t solved. ECI Research data shows the database scaling constraints and compliance pressures that make this a timely and well-positioned bet.

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Airbyte Agents: Write Access and the Agentic Data Layer

Airbyte Agents: Write Access and the Agentic Data Layer

Airbyte expanded its Agents platform with OpenAI App Marketplace availability, a new CLI, and Salesforce write support. The updates move Airbyte from a data access layer to an operational execution layer for AI agents. ECI Research analysis examines what bidirectional data access means for enterprise AI governance and developer adoption.

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Descope Agentic Identity Hub: AI Agent IAM Arrives

Descope Agentic Identity Hub: AI Agent IAM Arrives

Descope has launched the Agentic Identity Hub, a dedicated identity provider for AI agents and MCP servers. The product addresses a fundamental gap in traditional IAM: AI agents need ephemeral credentials, runtime-scoped permissions, and delegation-aware audit trails that existing platforms were never designed to provide. ECI Research finds AI code governance is the #1 enterprise security investment priority for 2026, making this launch well-timed.

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AI Code Security: Why False Negatives Beat Hallucinations

AI Code Security: Why False Negatives Beat Hallucinations

Sonatype CTO Brian Fox argues that AI coding tools have become more dangerous as they’ve gotten smarter—trading visible hallucinations for silent false negatives that leave vulnerable dependencies undetected. The fix requires grounding AI models in real-time dependency intelligence, not just scanning code after it’s written. ECI Research data confirms AI code governance is the top enterprise security investment priority heading into 2026.

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