Access
Try itExperimental
See what an agent can do with Klaviyo before you ever sign up. Pick a story: recorded sessions replay real probe-harness transcripts; sandboxed self-drive sessions are designed and gated (docs/TRY-IT.md).
$curl -si https://a.klaviyo.com/api/accounts/ -H 'revision: 2025-07-15' # the public API, keyless → Klaviyo-API-Key challengerecorded session — replayed, not liveVerified integrations
No integration evidence found in our corpus for this product yet — that means none was found, never that it doesn’t integrate.
By theme — the product's score on each story themeBy theme
Agenticness — how well agents can access and operate the productAgenticnessevidence →
How well agents can access and operate the product
Analytics attribution — stories about analytics attribution in this arenaAnalytics attributionevidence →
Stories about analytics attribution in this arena
Audience segmentation — stories about audience segmentation in this arenaAudience segmentationevidence →
Stories about audience segmentation in this arena
Automation depth — how much of the product can run unattendedAutomation depthevidence →
How much of the product can run unattended
Campaign sending — stories about campaign sending in this arenaCampaign sendingevidence →
Stories about campaign sending in this arena
Deliverability domains — stories about deliverability domains in this arenaDeliverability domainsevidence →
Stories about deliverability domains in this arena
Integrations webhooks — stories about integrations webhooks in this arenaIntegrations webhooksevidence →
Stories about integrations webhooks in this arena
Lifecycle automation — stories about lifecycle automation in this arenaLifecycle automationevidence →
Stories about lifecycle automation in this arena
List portability — stories about list portability in this arenaList portabilityevidence →
Stories about list portability in this arena
Marketing data access — stories about marketing data access in this arenaMarketing data accessevidence →
Stories about marketing data access in this arena
Openness — open source, data portability, and self-hosting storiesOpennessevidence →
Open source, data portability, and self-hosting stories
Privacy posture — data-handling and privacy storiesPrivacy postureevidence →
Data-handling and privacy stories
Template content — stories about template content in this arenaTemplate contentevidence →
Stories about template content in this arena
Transactional sending — stories about transactional sending in this arenaTransactional sendingevidence →
Stories about transactional sending in this arena
Story verdicts — every judged story with its evidenceStory verdicts
Follow the green: where the map greys out is where Klaviyo stops today. ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness
How well agents can access and operate the product
API surface
Drive the product through a documented public API
✓9/10
unlocks → Webhooks · Machine-readable spec · Versioning policy · Official CLI · Full data export · Connect the platform to my existing stack — Stripe or Shopify, a CDP like Segment, my product database — with maintained first-party integrations · Subscribe webhooks to delivery and engagement events — sends, opens, clicks, bounces, unsubscribes — with a documented, signed payload
Subscribe to events via webhooks
—–
Build against official SDKs
✓8/10
Issue scoped/least-privilege API credentials for an agent
~6/10
Connect an agent via an official MCP server
✓8/10
Download a machine-readable API spec (OpenAPI or equivalent)
—0/10
Rely on versioned APIs with a documented deprecation policy
—–
Test against a sandbox environment without touching production data
✓7/10
Explore an interactive API reference with runnable examples
~5/10
Docs for agents
Point an agent at llms.txt or agent-oriented docs
—0/10
Agentic features
Delegate tasks to a built-in AI assistant inside the product
—0/10
Operate the product with natural-language commands
~6/10
Plug MCP servers into this product so it can use their tools
—0/10
Get AI-generated insights and suggestions from my data inside the product
—0/10
Set up automations that run autonomously in the background
~5/10
Analytics attribution — stories about analytics attribution in this arenaAnalytics attribution
Stories about analytics attribution in this arena
Audience segmentation — stories about audience segmentation in this arenaAudience segmentation
Stories about audience segmentation in this arena
An agent can translate a plain-language audience description into a real segment via the platform's programmatic surface
~4/10
Create, update, and suppress contacts with custom properties through the API at production scale
~5/10
Create and update segments, tags, or lists programmatically and read back exactly who is in them
—0/10
Build audience segments from profile attributes, tags, and behavioral events, and they stay live as data changes
~3/10
Automation depth — how much of the product can run unattendedAutomation depth
How much of the product can run unattended
Automation depth
Define rules that trigger actions automatically on events
~3/10
unlocks → Versioned workflows · See where any individual person sits inside an automation and pull or re-enter them without breaking the flow
Schedule recurring jobs or workflows
~3/10
unlocks → Versioned workflows
Perform bulk operations across many items at once
—0/10
Version, review, and roll back my automations
—–
Campaign sending — stories about campaign sending in this arenaCampaign sending
Stories about campaign sending in this arena
An agent can draft a campaign against a segment and leave it scheduled or queued for a human to approve before send
~4/10
Create and schedule a campaign or broadcast entirely through a documented public API, without touching the dashboard
~6/10
Compose an email campaign, pick its audience, and send or schedule it — the arena's table-stakes loop
✓7/10
A/B test subject lines or content variants and have the winner picked from real engagement
—–
Deliverability domains — stories about deliverability domains in this arenaDeliverability domains
Stories about deliverability domains in this arena
See bounce, complaint, and blocklist signals per send and get actionable guidance when deliverability degrades
—–
Authenticate my own sending domain — SPF, DKIM, DMARC alignment — with guided DNS setup and verification
—–
Unsubscribes, bounces, and spam complaints are suppressed automatically and honored across every send type — CAN-SPAM/GDPR hygiene by default
—–
Integrations webhooks — stories about integrations webhooks in this arenaIntegrations webhooks
Stories about integrations webhooks in this arena
Lifecycle automation — stories about lifecycle automation in this arenaLifecycle automation
Stories about lifecycle automation in this arena
Build multi-step lifecycle automations — welcome series, onboarding, winback — with branches, delays, and exit rules
~4/10
Fire a custom event from my product and have it trigger an automation for exactly that person
~3/10
See where any individual person sits inside an automation and pull or re-enter them without breaking the flow
—–
List portability — stories about list portability in this arenaList portability
Stories about list portability in this arena
Marketing data access — stories about marketing data access in this arenaMarketing data access
Stories about marketing data access in this arena
An agent can pull my whole email program — audiences, live automations, recent campaign results — programmatically and report on what's working
~6/10
Read per-person engagement history — what was sent, opened, clicked — through the API for any contact
—–
Mint scoped or read-only API credentials so an agent or contractor can read analytics without the power to send
~6/10
Openness — open source, data portability, and self-hosting storiesOpenness
Open source, data portability, and self-hosting stories
Privacy posture — data-handling and privacy storiesPrivacy posture
Data-handling and privacy stories
Template content — stories about template content in this arenaTemplate content
Stories about template content in this arena
Have the platform's built-in AI draft or refine subject lines and email copy from a brief, inside the composer
—0/10
Design on-brand emails with a visual editor, reusable templates, and personalization tokens that render correctly across clients
~4/10
Manage email templates as code — HTML/MJML or API-managed templates with variable substitution — under version control
—0/10
Transactional sending — stories about transactional sending in this arenaTransactional sending
Stories about transactional sending in this arena
Send one-to-one transactional email — receipts, magic links, notifications — through the same platform's API alongside marketing sends
—0/10
Transactional email is kept separate from marketing — its own templates, suppression rules, and reputation — so a receipt still delivers to an unsubscribed contact
—–
Sorted by importance (agentic first) (high → low) · 58/58 stories · click a row’s chevron for the rationale and evidence
Drive the product through a documented public API G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 9/10 | Cclaimed | |
Connect an agent via an official MCP server G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 8/10 | Tprobed | |
Delegate tasks to a built-in AI assistant inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | 0/10 | ||
Plug MCP servers into this product so it can use their tools G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | 0/10 | ||
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 8/10 | Cclaimed | |
Issue scoped/least-privilege API credentials for an agent G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 6/10 | Cclaimed | |
Operate the product with natural-language commands G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 6/10 | Tprobed | |
Run the product headlessly / in CI for automation G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 6/10 | Cclaimed | |
Explore an interactive API reference with runnable examples G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 5/10 | Cclaimed | |
Set up automations that run autonomously in the background G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 5/10 | Cclaimed | |
Download a machine-readable API spec (OpenAPI or equivalent) G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Get AI-generated insights and suggestions from my data inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Point an agent at llms.txt or agent-oriented docs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Rely on versioned APIs with a documented deprecation policy G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Test against a sandbox environment without touching production data G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | full | 7/10 | Cclaimed | |
Compose an email campaign, pick its audience, and send or schedule it — the arena's table-stakes loop C Campaign core | marketer | Campaign sending — stories about campaign sending in this arenaCampaign sending | 3 | full | 7/10 | Cclaimed | |
Create and schedule a campaign or broadcast entirely through a documented public API, without touching the dashboard C Api campaigns | developer | Campaign sending — stories about campaign sending in this arenaCampaign sending | 3 | partial | 6/10 | Cclaimed | |
Create, update, and suppress contacts with custom properties through the API at production scale C Api contacts | developer | Audience segmentation — stories about audience segmentation in this arenaAudience segmentation | 3 | partial | 5/10 | Cclaimed | |
An agent can draft a campaign against a segment and leave it scheduled or queued for a human to approve before send C Agent campaigns | ai-native user | Campaign sending — stories about campaign sending in this arenaCampaign sending | 3 | partial | 4/10 | Cclaimed | |
Build multi-step lifecycle automations — welcome series, onboarding, winback — with branches, delays, and exit rules C Automation core | marketer | Lifecycle automation — stories about lifecycle automation in this arenaLifecycle automation | 3 | partial | 4/10 | Cclaimed | |
Build audience segments from profile attributes, tags, and behavioral events, and they stay live as data changes C Segment core | marketer | Audience segmentation — stories about audience segmentation in this arenaAudience segmentation | 3 | partial | 3/10 | Cclaimed | |
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | partial | 3/10 | Cclaimed | |
Fire a custom event from my product and have it trigger an automation for exactly that person C Event triggers | developer | Lifecycle automation — stories about lifecycle automation in this arenaLifecycle automation | 3 | partial | 3/10 | Cclaimed | |
Create and update segments, tags, or lists programmatically and read back exactly who is in them C Api segments | developer | Audience segmentation — stories about audience segmentation in this arenaAudience segmentation | 3 | none | 0/10 | ||
Export my entire audience — contacts, custom fields, tags, engagement history, and suppression list — in an open format, self-serve C Export | founder | List portability — stories about list portability in this arenaList portability | 3 | none | 0/10 | ||
Send one-to-one transactional email — receipts, magic links, notifications — through the same platform's API alongside marketing sends C Transactional api | developer | Transactional sending — stories about transactional sending in this arenaTransactional sending | 3 | none | 0/10 | ||
Authenticate my own sending domain — SPF, DKIM, DMARC alignment — with guided DNS setup and verification C Domain auth | ops user | Deliverability domains — stories about deliverability domains in this arenaDeliverability domains | 3 | none | untested | none yet | |
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | none | untested | none yet | |
Prevent my data from being used to train AI models G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 3 | none | untested | none yet | |
Read opens, clicks, unsubscribes, and conversions per campaign and per automation step, over time C Reporting core | marketer | Analytics attribution — stories about analytics attribution in this arenaAnalytics attribution | 3 | none | untested | none yet | |
Read per-person engagement history — what was sent, opened, clicked — through the API for any contact C Api access | developer | Marketing data access — stories about marketing data access in this arenaMarketing data access | 3 | none | untested | none yet | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | n/a | untested | none yet | |
Subscribe webhooks to delivery and engagement events — sends, opens, clicks, bounces, unsubscribes — with a documented, signed payload C Webhooks | developer | Integrations webhooks — stories about integrations webhooks in this arenaIntegrations webhooks | 3 | none | untested | none yet | |
Unsubscribes, bounces, and spam complaints are suppressed automatically and honored across every send type — CAN-SPAM/GDPR hygiene by default C Suppression | ops user | Deliverability domains — stories about deliverability domains in this arenaDeliverability domains | 3 | none | untested | none yet | |
An agent can pull my whole email program — audiences, live automations, recent campaign results — programmatically and report on what's working C Agent access | ai-native user | Marketing data access — stories about marketing data access in this arenaMarketing data access | 2 | partial | 6/10 | Tprobed | |
Mint scoped or read-only API credentials so an agent or contractor can read analytics without the power to send C Scoped access | ops user | Marketing data access — stories about marketing data access in this arenaMarketing data access | 2 | partial | 6/10 | Cclaimed | |
Do everything through the API that I can do in the UI G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | partial | 5/10 | Cclaimed | |
An agent can translate a plain-language audience description into a real segment via the platform's programmatic surface C Agent segments | ai-native user | Audience segmentation — stories about audience segmentation in this arenaAudience segmentation | 2 | partial | 4/10 | Tprobed | |
Design on-brand emails with a visual editor, reusable templates, and personalization tokens that render correctly across clients C Editor | marketer | Template content — stories about template content in this arenaTemplate content | 2 | partial | 4/10 | Cclaimed | |
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | partial | 3/10 | Cclaimed | |
Have the platform's built-in AI draft or refine subject lines and email copy from a brief, inside the composer C Ai content | marketer | Template content — stories about template content in this arenaTemplate content | 2 | none | 0/10 | ||
Manage email templates as code — HTML/MJML or API-managed templates with variable substitution — under version control C Templates as code | developer | Template content — stories about template content in this arenaTemplate content | 2 | none | 0/10 | ||
Migrate in from another email platform with guided list import that preserves tags, custom fields, and unsubscribe state C Import migration | marketer | List portability — stories about list portability in this arenaList portability | 2 | none | 0/10 | ||
Perform bulk operations across many items at once G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | none | 0/10 | ||
Pull campaign and flow performance metrics through the API into my own warehouse or dashboards C Api metrics | developer | Analytics attribution — stories about analytics attribution in this arenaAnalytics attribution | 2 | none | 0/10 | ||
A/B test subject lines or content variants and have the winner picked from real engagement C Experiments | marketer | Campaign sending — stories about campaign sending in this arenaCampaign sending | 2 | none | untested | none yet | |
Attribute signups or revenue to specific emails and flows, not just opens and clicks C Attribution | founder | Analytics attribution — stories about analytics attribution in this arenaAnalytics attribution | 2 | none | untested | none yet | |
Choose where my data is stored (region/residency) G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Connect the platform to my existing stack — Stripe or Shopify, a CDP like Segment, my product database — with maintained first-party integrations C First party integrations | ops user | Integrations webhooks — stories about integrations webhooks in this arenaIntegrations webhooks | 2 | none | untested | none yet | |
Control data retention and deletion G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Opt out of telemetry and usage tracking G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | n/a | untested | none yet | |
See bounce, complaint, and blocklist signals per send and get actionable guidance when deliverability degrades C Deliverability signals | marketer | Deliverability domains — stories about deliverability domains in this arenaDeliverability domains | 2 | none | untested | none yet | |
See where any individual person sits inside an automation and pull or re-enter them without breaking the flow C Flow operations | ops user | Lifecycle automation — stories about lifecycle automation in this arenaLifecycle automation | 2 | none | untested | none yet | |
Transactional email is kept separate from marketing — its own templates, suppression rules, and reputation — so a receipt still delivers to an unsubscribed contact C Transactional hygiene | ops user | Transactional sending — stories about transactional sending in this arenaTransactional sending | 2 | none | untested | none yet | |
Version, review, and roll back my automations G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 1 | none | untested | none yet |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 51 stories with headroom
What would move Klaviyo’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.
Agenticness — how well agents can access and operate the productDelegate tasks to a built-in AI assistant inside the product
nonemoves Built-in AIimpact 45
Evidence only shows Klaviyo exposing an MCP server so external AI agents (Claude, Cursor) can act on Klaviyo data — this is the reverse of a built-in assistant inside Klaviyo itself.
Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools
nonemoves agent-readyimpact 45
Evidence shows Klaviyo ships its own MCP server so external AI agents (Claude, Cursor) can connect to it and use Klaviyo's tools — the opposite role from the story, which asks whether Klaviyo itself can plug in and consume other MCP servers' tools.
Analytics attribution — stories about analytics attribution in this arenaRead opens, clicks, unsubscribes, and conversions per campaign and per automation step, over time
nonemoves PA Scoreimpact 30
Missing: any mention of a reporting/analytics dashboard, per-campaign or per-flow-step metrics, or a metrics API endpoint.
Deliverability domains — stories about deliverability domains in this arenaAuthenticate my own sending domain — SPF, DKIM, DMARC alignment — with guided DNS setup and verification
nonemoves PA Scoreimpact 30
No evidence pack items address sending-domain authentication (SPF/DKIM/DMARC) or guided DNS setup/verification; all evidence covers API keys, OAuth, SDKs, MCP server, and pricing tiers, which are unrelated to this axis.
Marketing data access — stories about marketing data access in this arenaRead per-person engagement history — what was sent, opened, clicked — through the API for any contact
nonemoves PA Scoreimpact 30
No evidence pack items reference an events/metrics API, per-profile activity/timeline endpoint, or any way to retrieve sent/opened/clicked history for a contact — only general API overview, SDKs, campaign creation, and MCP server docs are cited.
List portability — stories about list portability in this arenaExport my entire audience — contacts, custom fields, tags, engagement history, and suppression list — in an open format, self-serve
nonemoves PA Scoreimpact 30
Missing: explicit export/download documentation, confirmation of open format (CSV/JSON) output, and evidence suppression list and engagement history are included in any export.
Openness — open source, data portability, and self-hosting storiesExport all of my data in open formats and leave
nonemoves PA Scoreimpact 30
Missing: documented bulk export feature, open-format (e.g., CSV/JSON) full-account export, data portability/exit policy.
Integrations webhooks — stories about integrations webhooks in this arenaSubscribe webhooks to delivery and engagement events — sends, opens, clicks, bounces, unsubscribes — with a documented, signed payload
nonemoves PA Scoreimpact 30
Missing: webhook subscription API/docs, list of supported event types (sends, opens, clicks, bounces, unsubscribes), payload signing/verification mechanism.
Showing the top 8 of 51 — every none/partial verdict in the story verdicts table is headroom.
Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.
Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map3 surfaces · 23 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
En docs19 stories
- Run the product headlessly / in CI for automation
- Connect an agent via an official MCP server
- Drive the product through a documented public API
- Issue scoped/least-privilege API credentials for an agent
- Build against official SDKs
- Set up automations that run autonomously in the background
- Operate the product with natural-language commands
- Explore an interactive API reference with runnable examples
- An agent can translate a plain-language audience description into a real segment via the platform's programmatic surface
- Create, update, and suppress contacts with custom properties through the API at production scale
- Schedule recurring jobs or workflows
- An agent can draft a campaign against a segment and leave it scheduled or queued for a human to approve before send
- Create and schedule a campaign or broadcast entirely through a documented public API, without touching the dashboard
- Compose an email campaign, pick its audience, and send or schedule it — the arena's table-stakes loop
- Fire a custom event from my product and have it trigger an automation for exactly that person
- An agent can pull my whole email program — audiences, live automations, recent campaign results — programmatically and report on what's working
- Mint scoped or read-only API credentials so an agent or contractor can read analytics without the power to send
- Do everything through the API that I can do in the UI
- Design on-brand emails with a visual editor, reusable templates, and personalization tokens that render correctly across clients
developers.klaviyo.com10 stories
- Run the product headlessly / in CI for automation
- Drive the product through a documented public API
- Build against official SDKs
- Explore an interactive API reference with runnable examples
- Test against a sandbox environment without touching production data
- An agent can translate a plain-language audience description into a real segment via the platform's programmatic surface
- Create, update, and suppress contacts with custom properties through the API at production scale
- Create and schedule a campaign or broadcast entirely through a documented public API, without touching the dashboard
- Fire a custom event from my product and have it trigger an automation for exactly that person
- Do everything through the API that I can do in the UI
Pricing docs8 stories
- Set up automations that run autonomously in the background
- Build audience segments from profile attributes, tags, and behavioral events, and they stay live as data changes
- Define rules that trigger actions automatically on events
- Schedule recurring jobs or workflows
- Compose an email campaign, pick its audience, and send or schedule it — the arena's table-stakes loop
- Build multi-step lifecycle automations — welcome series, onboarding, winback — with branches, delays, and exit rules
- Do everything through the API that I can do in the UI
- Design on-brand emails with a visual editor, reusable templates, and personalization tokens that render correctly across clients
Probe proofs — replayable recordings from the probe harnessProbe proofs
Replayable recordings from our probe harness — see the Prove-It protocol to submit one.
$curl -si https://a.klaviyo.com/api/accounts/ -H 'revision: 2025-07-15' # the public API, keyless → Klaviyo-API-Key challengereproduced$ curl -si https://a.klaviyo.com/api/accounts/ -H 'revision: 2025-07-15' # the public API, [redacted]less → Klaviyo-API-[redacted] challenge HTTP/2 401 www-authenticate: Bearer, Klaviyo-API-[redacted]
$curl -s https://pypi.org/pypi/klaviyo-mcp-server/json | head -c 300 # the official MCP server, published on PyPIreproduced$ curl -s https://pypi.org/pypi/klaviyo-mcp-server/json | head -c 300 # the official MCP server, published on PyPI
{"info":{"author":"Klaviyo Developer Experience Team","author_email":"Klaviyo Developer Experience Team <developers@klaviyo.com>","bugtrack_url":null,"classifiers":[],"description":"# Klaviyo MCP Server (Beta)\n\nThe Klaviyo [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction
$curl -sL https://www.klaviyo.com/llms.txt | head -6reproduced$ curl -sL https://www.klaviyo.com/llms.txt | head -6 # Klaviyo – AI Content Guidance File > Klaviyo is the autonomous B2C CRM. It brings real-time customer data, intelligence, and agents together so brands can power more valuable customer experiences across email, text (SMS/RCS), WhatsApp, mobile push, web, social, and service conversations. Klaviyo is also accessible headlessly — through its public APIs and MCP server — so people and AI agents can read, write, and act on Klaviyo data from outside the Klaviyo interface. This file points LLMs to the most reliable Klaviyo pages for product info, availability, pricing, developer documentation, support content, and legal/trust details. Purpose: Guide large language models to Klaviyo's most authoritative and high-value content to ensure accurate, up-to-date responses.
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
2 of 12 testable claims verified · 1 contradicted → integrity 0/100
16 distinct capability claims found in Klaviyo’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
2
Verified
9
Unverified
1
Contradicted
12
Undersold
Verified (2)
“Provides an official MCP server that connects to MCP clients like Claude or Cursor for data assistance”
“Supports natural-language commands (e.g., asking an agent to create a campaign) via the MCP integration”
Operate the product with natural-language commandspartialproof ↗
Unverified (12)
“API endpoints require private API keys with configurable scopes for authentication”
Issue scoped/least-privilege API credentials for an agentpartialproof ↗
“API endpoints require private API keys with configurable scopes for authentication”
Mint scoped or read-only API credentials so an agent or contractor can read analytics without the power to sendpartialproof ↗
“Offers official SDKs in Python, PHP, Ruby, and Node.js”
“Provides a test account to try integrations without affecting production data”
Test against a sandbox environment without touching production datafullproof ↗
“Test accounts can be populated with sample data to explore the API”
Test against a sandbox environment without touching production datafullproof ↗
“Includes a Postman collection of pre-built API requests for interactive testing”
Explore an interactive API reference with runnable examplespartialproof ↗
“API can create a campaign from a set of parameters and return it”
Create and schedule a campaign or broadcast entirely through a documented public API, without touching the dashboardpartialproof ↗
“Provides a drag-and-drop email/SMS editor for designing campaigns”
Design on-brand emails with a visual editor, reusable templates, and personalization tokens that render correctly across clientspartialproof ↗
“Allows building multi-step automations visually”
Build multi-step lifecycle automations — welcome series, onboarding, winback — with branches, delays, and exit rulespartialproof ↗
“Supports building audience segmentation from the UI”
Build audience segments from profile attributes, tags, and behavioral events, and they stay live as data changespartialproof ↗
“API key scopes can be limited to restrict what third-party integrations can access”
Mint scoped or read-only API credentials so an agent or contractor can read analytics without the power to sendpartialproof ↗
“API key scopes can be limited to restrict what third-party integrations can access”
Issue scoped/least-privilege API credentials for an agentpartialproof ↗
Contradicted (1)
“Includes reporting tools for campaign and automation performance”
Read opens, clicks, unsubscribes, and conversions per campaign and per automation step, over timenone
Undersold (12)
Run the product headlessly / in CI for automationpartialproof ↗
Drive the product through a documented public APIfullproof ↗
Set up automations that run autonomously in the backgroundpartialproof ↗
An agent can translate a plain-language audience description into a real segment via the platform's programmatic surfacepartialproof ↗
Create, update, and suppress contacts with custom properties through the API at production scalepartialproof ↗
Define rules that trigger actions automatically on eventspartialproof ↗
An agent can draft a campaign against a segment and leave it scheduled or queued for a human to approve before sendpartialproof ↗
Compose an email campaign, pick its audience, and send or schedule it — the arena's table-stakes loopfullproof ↗
Fire a custom event from my product and have it trigger an automation for exactly that personpartialproof ↗
An agent can pull my whole email program — audiences, live automations, recent campaign results — programmatically and report on what's workingpartialproof ↗
Do everything through the API that I can do in the UIpartialproof ↗
Claims outside our story set (3)
Real capability claims found in Klaviyo’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.
“Supports OAuth-based authentication for tech partner app integrations”
source ↗“Accepts arbitrary data without enforcing a rigid schema, avoiding manual data mapping”
source ↗“Free plan lets users create an account and import or sync contacts and activity data”
source ↗
Business model
Free tier to 250 profiles / 500 monthly emails; paid email plans from $20/month scaling with active profiles, SMS add-on priced separately.
pricing ↗Score trend
How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.
Try Experimental
Run it in the microterminal →Recorded agent sessions — and a live MCP handshake where the vendor ships one.
Flag
⚑ Flag a verdictThink a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.
For agents
