heap · MCP Server

Heap + Improvado MCP — Behavioral Data, Instantly Queryable

Connect Heap to AI agents via Improvado MCP. Ask about user journeys, funnel drop-offs, and feature engagement without navigating dashboards or waiting for analysts.

46K+ metrics ·Read & Write access ·500+ platforms ·<60s setup

Read

Read Heap Behavioral Data via AI

Improvado MCP extracts behavioral events, sessions, and funnel data from Heap and delivers it to your AI agent in real time. Get answers about user behavior without touching Heap's UI.

Example prompts

"What's the drop-off rate at checkout step 3?"

1 hr → 30 sec

"Show sessions where users clicked 'Upgrade' but didn't convert"

2 hrs → 1 min

"Which features do power users engage with most?"

3 hrs → 2 min

Works with Claude ChatGPT Cursor +5

Write

Trigger Actions Based on Behavioral Signals

Use Heap insights surfaced by MCP to push decisions back into connected systems — update segments, flag accounts for follow-up, or adjust onboarding flows based on engagement patterns.

Example prompts

"Flag accounts with no activity in 14 days for outreach"

Manual → auto

"Create a segment of users who completed onboarding in 3 days"

45 min → 2 min

"Tag users who triggered the error event more than twice"

Manual → auto

Every action logged · Fully reversible · SOC 2 certified

Monitor

Monitor User Behavior Continuously

Set AI agents to watch Heap data for behavioral anomalies — funnel regressions, engagement drops, or activation delays — and alert teams before metrics decline.

Example prompts

"Alert me when funnel conversion drops 10% week-over-week"

Manual → auto

"Track daily active users and flag sudden drops"

2 hrs → 5 min

"Monitor time-to-activate trend for new signups"

Manual → auto

Alerts sent to Slack, email, or your AI agent

Full cycle

The Closed Loop: Read → Decide → Write → Monitor

Your AI agent doesn't just surface data — it acts. Adjust pricing, update product descriptions, manage inventory, apply discounts — all through natural language. The MCP server translates intent into API operations.

Every phase runs through the same MCP connection. One protocol, all platforms, full governance. No switching between tools.

Ideate

Launch

Measure

Analyze

Report

Iterate

One conversation. All six phases. Every platform.

The daily grind

Common problems. Direct answers.

Challenge 1

Funnel Analysis Takes Too Long

The problem

Building funnel reports in Heap requires manual configuration and often goes through an analyst queue — slowing down product and growth decisions.

How MCP solves it

Improvado MCP surfaces funnel data to AI agents on demand. Teams get drop-off rates and segment breakdowns in seconds, not days.

Try asking

Where are users dropping off in the trial-to-paid funnel?

Answer in seconds

All data sources, one query

Challenge 2

Hard to Connect Behavior to Revenue

The problem

Heap shows what users do, but linking behavioral patterns to revenue outcomes requires joining data across multiple tools manually.

How MCP solves it

MCP lets AI agents query Heap alongside CRM and revenue data in a single conversation, making behavioral-to-revenue correlation effortless.

Try asking

Do users who use feature X have higher 90-day retention?

Full detail preserved

No data loss on export

Challenge 3

Engagement Drops Go Unnoticed

The problem

Without active monitoring, behavioral regressions — like a drop in feature adoption after a release — often surface only during retrospectives.

How MCP solves it

AI agents powered by MCP continuously watch Heap metrics and proactively alert teams when engagement patterns change.

Try asking

Did last week's release affect engagement with the dashboard feature?

Unified data model

Compare anything side by side

👥 Teams

One Framework. Five Roles. Zero Setup.

Same MCP connection, different workflows for every team member. Each role asks in natural language — the MCP server handles the complexity (rate limits, auth, schema normalization, governance) behind the scenes.

Agency CEO

Portfolio health. Client risk. Revenue signals.

Media Strategist

70% strategy, not 70% ops. Auto campaign QA.

Marketing Analyst

Zero wrangling. Cross-platform. AI narratives.

Account Manager

QBR decks auto-generated. Call prep in 30s.

Creative Director

Performance-to-brief. Predict winners before spend.

FAQ

Common questions

What is Heap MCP?

Heap MCP is a connection layer built by Improvado that allows AI agents to query behavioral analytics data from Heap using natural language. It extracts session, event, and funnel data from Heap and makes it available for AI-driven analysis and action.

What Heap data is accessible via MCP?

Via Improvado MCP, AI agents can access user events, session data, funnel steps, feature engagement metrics, and user segments. The specific data available depends on your Heap account configuration and API access.

Can Heap MCP be used without a data warehouse?

Yes. Improvado MCP queries Heap directly via its API, so teams can get behavioral insights into their AI agent without needing a data warehouse or ETL pipeline set up.

How does Heap MCP differ from using Heap's built-in dashboards?

Heap dashboards require you to know what to look for and navigate the UI. Heap MCP lets AI agents proactively surface insights, answer open-ended questions, and combine Heap data with other sources — all in a conversational interface — all through Improvado's hosted MCP server.

Is Heap MCP suitable for non-technical teams?

Yes. Improvado MCP translates natural language into Heap API queries, so product managers, marketers, and growth teams can explore behavioral data without needing SQL or Heap expertise.

Can Heap MCP trigger actions in other tools based on user behavior?

Improvado MCP is part of a broader ecosystem of connectors. Behavioral signals from Heap can inform write actions in CRMs, marketing tools, or customer success platforms — all orchestrated by an AI agent in a single workflow.

Stop Reporting. Start Executing.

Connect your data to an AI agent in under 60 seconds. The closed loop starts with one conversation.

SOC 2 Type II GDPR 500+ Platforms