Amplitude Brings Behavioural Data into AI Tools with MCP Launch
The news means companies can now access Amplitude’s behavioural data from within the AI environments they already use—like Claude, Cursor, or any MCP client.
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Amplitude has announced the public release of the Amplitude MCP (Model Context Protocol) server, as well as the open beta program for its AI Agents. The news means companies can now access Amplitude’s behavioural data from within the AI environments they already use—like Claude, Cursor, or any MCP client.
They can ask questions in plain language—such as “What features drove the most retention this month?” or “What caused the drop in sign-ups last week?”—and get instant answers based on live Amplitude data.
That means less time switching between dashboards and more time understanding what customers like, where they’re getting stuck, and what actions could improve the experience.
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“Behavioural context is one of the most critical inputs behind every great product and digital experience. The problem is, AI tools are only as good as the context they leverage,” explained Wade Chambers, Chief Engineering Officer at Amplitude.
“Amplitude already captures and organises behavioural data across the full user journey. So by extending this into MCP-enabled environments like Claude, we’re giving AI direct, governed access to that data. This makes the context instantly available and marks a major step toward the insights-to-actions loop becoming automatic.”
Customers like Zip are already seeing results—scaling expertise, accelerating analysis, and uncovering opportunities that were previously hidden.
“Amplitude’s MCP is a real game-changer,” said Moss Pauly, Technical Product Manager, Data & AI at Zip. “We’ve been able to embed our internal domain knowledge—how certain events are used to drive complex analysis—directly into an LLM’s context and have it interact seamlessly with Amplitude.”
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“It’s opening up access to cross-domain insights that previously only a few specialists could uncover. It’s a genuine step change in democratising data across the organisation.”
Open beta: Amplitude AI Agents
In June this year, Amplitude launched a limited beta for its first series of AI Agents—intelligent assistants that continuously monitor product data, detect anomalies, and surface insights before teams even ask.
Agents enable teams to move faster, scale decision-making, and transform analytics into an always-on system that drives growth proactively.
Rolling out in the coming weeks, the beta program opens up to all Amplitude customers, with two AI Agents available at launch:
Dashboard Agent: Automated dashboard analysis
- Analyses dashboards and summarises meaningful changes in trends, metrics, and issues.
- Surfaces trends that require immediate attention and detects key week-over-week or month-over-month shifts.
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- Performs root-cause analysis to identify segments or behaviours driving metric changes.
- Enables follow-up analysis via natural language, generating new charts and answers automatically.
- Pushes insights proactively to Slack, email, or directly within Amplitude.
Session Replay Agent: End-to-end qualitative analysis
- Automatically analyses session replays across funnels or event paths at scale.
- Surfaces behavioural patterns, drop-offs, and friction indicators like rage clicks, dead clicks, and user errors.
- Backs each insight with a curated playlist of relevant replays for faster investigation.
- Shares insights proactively via Slack, email, or directly within Amplitude.
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