Adobe Analytics MCP server changelog

Recent updates, improvements, and new capabilities for the Adobe Analytics MCP server and its skills. For Customer Journey Analytics updates, see the Customer Journey Analytics changelog.

August 11, 2026

• Added the describeDataview tool for retrieving data view details.
• Improved the runReport tool description and input validation to reduce report errors.
• Improved tool error responses with clearer, more actionable detail for agents.
• Enhanced the CJA reference guide with detailed tool descriptions and error handling guidance.
• Preserved existing panels when updating a workspace project.
• Resolved a data view calendar context issue that mixed up first day of week and first month of year values.
• Trimmed response payloads for data suites and dates lookups.

July 28, 2026

• Opened in-session feedback to all IMS orgs.
• Expanded semantic component search to additional coworker-enabled orgs.
• Added CJA B2B Edition segment container contexts to segment guidance and the describeCja reference guide.
• Surfaced clearer error messages for segment and reporting failures.
• Improved workspace project guidance to reduce invalid project JSON errors.
• Tightened CJA entitlement and permission checks on incoming requests.
• Renamed Warm Start question suggestions to Starter questions.

July 15, 2026

• Added real-time reporting parameters to the runReport tool.
• Expanded in-session feedback to additional MCP callers.

July 7, 2026

• Added OpenAI Apps Directory verification endpoint and completed tool annotation updates for submission readiness.
• Expanded semantic component search to additional production orgs.
• Added support for shared component types in semantic search across find component tools.
• Resolved an issue affecting anomaly detection payloads in reporting.

June 16, 2026

• Added Warm Start question suggestions.
• Enabled in-session feedback for select IMS orgs.
• Enabled Microsoft Copilot authentication and Copilot Studio connectivity.
• Completed Copilot-compatible skill packaging for Microsoft Marketplace.

June 3, 2026

• Launched MCP plugin with 11 analytics skills.
• Added CJA MCP Server to Anthropic's MCP Registry.
• Released semantic component search to select IMS orgs.
• Added standardized app and org approval controls.
• Expanded automated test coverage and evaluation datasets.