Agent-readable analytics
✓
Your agent can read analytics across every project from one consistent surface: stats, funnels, retention, sessions, heatmaps, insights, and experiment results without rebuilding the workflow per tool.
≈
Amplitude is built for product and growth teams inside a large analytics suite. An official MCP server exists, but the platform is still human-team-first.
Multi-project visibility
✓
Run many projects under one account and let the same agent move between them with a consistent project model and read surface.
≈
Amplitude handles many products well, but the workflow is centered on spaces, teams, and dashboards rather than a single agent-facing read surface.
API, CLI and MCP access
✓
Hosted Pro exposes the same analytics surface through HTTP API, CLI, and MCP, so the same workflow works in code, terminals, and copilots.
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Amplitude offers APIs and an official MCP server, but direct access still sits on top of Amplitude's broader workspace, governance, and product model.
Built-in experiments
✓
Built-in experiments let your agent create variants, assign traffic, and read lift and probability-best without stitching in a separate testing tool.
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Amplitude Experiment is powerful, but it is its own product surface and process, aimed at product teams rather than a lightweight developer loop.
Funnel analysis
✓
Query funnels directly, including step drop-off and variant breakdowns, so your agent can connect release changes to conversion movement.
✓
Amplitude has deep funnel and journey analysis, with more power and more operational weight than most builders need.
Retention analysis
✓
Retention cohorts are first-class and queryable per project, so your agent can judge whether changes improved repeat usage, not just clicks.
✓
Amplitude has strong retention and cohort analysis, but it is part of a larger human-operated analytics stack.
Sessions, heatmaps and insights
✓
Realtime, sessions, heatmaps, and insights live in the same system, so your agent can move from anomaly to session evidence without changing tools.
≈
Session replay and heatmaps are available, but they arrive as additional product surfaces rather than one compact workflow.
Ownership and deployment
✓
Start with hosted for the full workflow. If infrastructure control matters later, the open-source core gives you a self-hosting path instead of vendor lock-in.
✗
Amplitude is closed source and cloud-first, so data portability and self-hosting are limited.
Agent Analytics