Headless Amplitude
Your PMs love Amplitude. Now their agents do too.
Bring Amplitude’s product context into the AI tools and agents where your team already works.
1 in 3 users drop before setup
847 replays show them stuck on the empty first screen
Opened PR #68472 to add a guided first-run flow, ready for your review:
Guided flow
Projected +18% setup completion.
Up next:
Flow Report Export.csv
4 KB • requested by 41% of active accounts
Reply to Claude
MCP: Give your agents product sense
The front door for questions, investigations, and multi-step workflows. Amplitude MCP gives your agents the user and product context they’ve been missing.
Ask it anything
Give your agents instant access to the behavioral context already in Amplitude: users, cohorts, experiments, replays, and more.
Wire it in
Bring product context into the workflows your agents already run, from investigating problems to shipping changes.
The new default for product teams
MCP is the fastest-growing way to use Amplitude agentically.
16K+
MCP weekly active users
Assemble the building blocks
Digital bricks are just as fun to assemble as physical ones. Snap Amplitude into the systems you’re already building, mix in other tools, and let it run. Amplitude is one useful brick with excellent product instincts.
Activation Agent
Detects when activation slips, figures out why, ships a fix, and checks whether it worked, all in a self-improving product loop.
Build
File a Linear ticket, then draft the change in Cursor with product context attached.
Ship
Roll out behind a flag and post the summary to Slack.
use_amp_flags
Measure
Detect declining activation, pull the replays, and find where users stall.
use_amplitude_chart_monitors
get_amp_session_replay_info
query_amplitude_data
Bug fix bot
Catch an issue, confirm it in the replays, open a ticket, and let a coding agent draft the fix behind a flag.
Root cause agent
A metric drops, and the agent correlates it with recent PRs, errors, and replays to find the likely culprit.
Release guardrail
Monitor user behavior and errors after launch and auto-pause or roll back if things look messy.
Autonomous experiment
Hand your agent a hypothesis and let it launch a test, watch the results, and ship the winner.
Session replay triage
An agent watches sessions in the background, clusters the friction, and files the top issues with the replays attached.
CRM enrichment
Feed product behavior into your pipeline so sales can see who’s about to churn or is ready to upgrade.
Data quality monitor
Audit your taxonomy, catch events drifting off-plan, and open a fix, so naming stays consistent.
Feedback synthesizer
Clusters customer feedback, sizes each theme by real behavioral impact, and drafts the roadmap items.
Fraud watch
A scheduled agent scans for suspicious behavior around the clock.
The future of product work is here
Agents can already build. Headless Amplitude gives them the behavioral context to know what to build next, ship ready-to-merge PRs, measure what worked, and make better products. That’s a self-improving product loop.

Connect to your favorite surfaces
Headless Amplitude works where you do (even if that’s six different places). Plug it into the tools you already use and bring product context anywhere you go.
AI assistants
Live in Claude all day? Pull Amplitude context into your everyday AI tools with MCP.
Includes
Coding agents
Give your agents the product context behind the code they’re changing via MCP or CLI.
Includes
Messaging apps
Tag @Amplitude in any channel to ask a question or kick off work without leaving the conversation.
Includes
CLI: The deterministic layer for repeat actions
Prefer the terminal? Say less. Use amp CLI for deterministic commands: Create an event, ship a flag, run a query. The same input gets you the same result, every time.
Activation Flow
# measure
$ amp charts query --project 123 --chart activation-by-signup-source
→ web 41% referral 38% ads 12%
# instrument
$ amp events create --project 123 --event-type guided_onboarding_started
→ event created
# act
$ amp flags update --project 123 --flag guided-onboarding --enabled true --rollout-percentage 100
→ flag live
$ ❚
Lose the head, keep the brain
Connect Amplitude to the tools you already use, and build, ship, and measure with real product context. Ready to lose your head?
For AI agents and coding assistants
Headless Amplitude lets AI agents and coding assistants use Amplitude directly through the MCP server to query behavior, build cohorts, run experiments, inspect session replays, and manage taxonomy. It connects using the permissions assigned to the authenticated user or service account.
Connect Claude, Cursor, ChatGPT, Gemini, and others:
- Add Amplitude through your client’s connector directory, or add a remote MCP server for your data region:
- Sign in/Authenticate with OAuth. This takes a human signing in once, then the agent acts with that user's existing Amplitude access and nothing more. For automated connections with no human in the loop (CI, backend services, scripts), use a service account with OAuth 2.0 client credentials.
Frequently asked questions
Headless Amplitude makes your product intelligence composable. Your analytics, cohorts, experiments, replays, and user profiles all become building blocks your own tools and agents can call via MCP and CLI, so you can wire product context into whatever agentic system you’re building. Ask questions, investigate, or take action from tools like Claude, Cursor, Codex, Linear, Slack, Notion, your terminal, or your own agents.