# Even More External MCP Tools, Agent Skills, and the MCP App!! We've shipped a ton of new tools, skills, and the app over the last few weeks in MCP. There are new MCP tools for Session Replays, Agent Analytics, Feature Flags, and Web Vitals (via Autocapture data) that massively expand the set of analysis possible; an open-source skills repository with fine-tuned agent skills; and an MCP App that renders Amplitude charts natively in AI clients. Source: https://amplitude.com/en-us/releases/even-more-external-mcp-tools-agent-skills-and-the-mcp-app --- AIMar 25, 2026 [\[All updates\]](/releases) ### Even More External MCP Tools, Agent Skills, and the MCP App!! Frank Lee **What it is:** Coverage has expanded from analytics-only to Session Replays, Agent Analytics, Feature Flags, and Web Vitals, including end-to-end error debugging via autocapture data. An open-source skills repository gives agents fine-tuned prompts for common workflows, including dashboard analysis, experiment investigation, session replay debugging, and reliability monitoring, plus instrumentation skills that let agents help set up and maintain event tracking. The MCP App renders Amplitude charts directly inside AI clients like Claude and Cursor, replacing raw query results with actual visualizations. **New tools enabled** *Session Replays:* • `get_session_replays`, `list_session_replays`, `get_session_replay_events` *Agent Analytics:* • `query_agent_analytics_metrics`, `query_agent_analytics_sessions`, `query_agent_analytics_spans`, `get_agent_analytics_conversation`, `search_agent_analytics_conversations`, `get_agent_analytics_schema` *Feature Flags:* • `get_flags`, `create_flags`, `update_flag` *Web Vitals (via `query_dataset`):* • `query_dataset` now has access to Network Request, Status Code, Error Logged, and Error Click data from autocapture, which means agents can now debug web vital errors end-to-end *AI Feedback:* • `get_feedback_trends` **Where:** Amplitude MCP server; open-source skills repository on GitHub; MCP App for AI clients including Claude and Cursor **Who:** All customers. EUDC: Yes. **When:** GA. Available now. **Skills Repo:**