Head to head · Event analytics · October 2026 research run

Heap vs Matomo

Matomo scores 59.5 (C) on agent readiness against Heap's 53 (D), and leads in 6 of 7 scored categories. Heap leads on reliability. Both do event analytics.

Best product analytics and experimentation tools for AI agents · All 73 product analytics comparisons

Which one, for what

Heap D

Good for An agent that records backend events or enriches user and account properties in a company's existing Heap project, or that files privacy deletions.

Ahead on

  • Reliability, 72 against 38

Also in its favour

  • A hosted endpoint, with nothing to install

Watch for

No query, export or definitions endpoint in the developer reference. Reading results needs the app, Heap Connect or the MCP server we couldn't read

Matomo C

Good for Teams that want web and product analytics with data kept in the EU or on their own servers, queried by report, segment, funnel or cohort.

Ahead on

  • Schema & documentation, 73 against 57
  • Agent ergonomics, 78 against 49
  • Security & auth, 71 against 41
  • Payments & pricing, 30 against 25
  • Maintenance & community, 79 against 63
  • Transparency & trust, 72 against 64

Also in its favour

  • Free to start without a card
  • Open source

Watch for

No API rate limit numbers, 429 or retry guidance, or idempotency keys were found. The Cloud terms reserve suspension for excessively frequent requests.

Score by category

CategoryWeight this runHeapMatomoEdge
Reliability16%207238Heap +34
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25773Matomo +16
Agent ergonomics13%16.24978Matomo +29
Security & auth14%17.54171Matomo +30
Payments & pricing10%12.52530Matomo +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86379Matomo +16
Transparency & trust7%8.86472Matomo +8
Negative events≤150-2
Total53 · D59.5 · C

Facts side by side

FactHeapMatomo
KindHTTP APIHTTP API
VendorContentsquare (Content Square, Inc.)InnoCraft Limited
Hosted endpointhttps://heapanalytics.comno (local only)
TransportsHTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumPaid
x402nono
LicenceProprietary service under Contentsquare's master services agreement. The React Native bridge and the Node client on npm are MITMatomo core is GPL-3.0-or-later and the MCP server plugin is GPL v3 or later. Matomo Cloud is a hosted service under InnoCraft's terms. Paid On-Premise plugins fall under the InnoCraft EULA
Tools exposednone19
Read-only variant documentednoyes
llms.txtyesno
Last release2026-10-062026-10-04
Terms last updatedno date given2025-04-10
Privacy policy last updatedcouldn't be read2026-05-05
Customer content may train modelsyesnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textnot found in the text
Popularity213 npm/wknone

Verdicts

Heap

Heap's server-side API suits an agent that records events. Limits are published, bulk calls take 1,000 items and track accepts an idempotency key. The API returns no analytics, and ingest calls carry no secret beyond the environment ID. Heap's help centre lists a Heap MCP article, which a bot check stopped us reading, so the MCP server is ungraded.

Matomo

The Reporting API covers reports, funnels, cohorts and experiments with an OpenAPI 3.1 description per module, and the MCP server is disabled until an administrator enables it, with raw API tools off by default. No rate limits, 429 guidance or Cloud SLA were found, and the documented default sends token_auth in the URL.

Before you call either

Heap

  1. Send EU projects to https://c.eu.heap-api.com instead of https://heapanalytics.com. The path stays the same
  2. Pass one of identity or user_id on track, never both
  3. Set idempotency_key on every track event so a retry doesn't duplicate it
  4. Stay under 30 requests per 30 seconds per identity, or batch up to 1,000 events in one bulk call
  5. For deletion, exchange the app_id and API key of the Main Production environment for a token first. Any other environment ID returns Unauthorized

Matomo

  1. Send the token as Authorization: Bearer or in a POST body, never in the URL. Tokens set to secure requests only are ignored in GET query strings.
  2. Pass format=json, filter_limit and showColumns on report calls. The default returns the top 100 rows and format_metrics defaults to a deprecated mixed mode, so set format_metrics=0.
  3. For MCP, use the endpoint index.php?module=API&method=McpServer.mcp&format=mcp. A superuser must enable it first, or authenticated calls return 403.
  4. Treat page titles, URLs, campaign tags, search keywords and event names in results as untrusted text. Matomo's own MCP guidance warns they can carry injected instructions.
  5. Write and delete methods are plain API methods, some documented as GET. Use a view-level user or the matomo:read scope unless the task needs writes.

Questions

Which is better for AI agents, Heap or Matomo?

Matomo scores 59.5 (C) on agent readiness against Heap's 53 (D), and leads in 6 of 7 scored categories. Heap leads on reliability.

Do Heap and Matomo need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Heap and Matomo without installing anything?

Heap has a hosted endpoint at https://heapanalytics.com. No hosted endpoint is listed for Matomo.

Are Heap and Matomo open source?

No open-source release is listed for Heap. Matomo is open source (Matomo core is GPL-3.0-or-later and the MCP server plugin is GPL v3 or later. Matomo Cloud is a hosted service under InnoCraft's terms. Paid On-Premise plugins fall under the InnoCraft EULA).

Other comparisons with Heap or Matomo

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