Head to head · Workflow automation · October 2026 research run

Kestra vs Kognitos

Kestra scores 63.6 (B) on agent readiness against Kognitos's 57 (C), and leads in 6 of 7 scored categories. Kognitos leads on security & auth. Both do workflow automation.

Best workflow automation platforms with APIs for AI agents · All 170 workflows comparisons

Which one, for what

Kestra B

Best for Engineering and data teams that want declarative YAML flows with scripts in any language, run on their own infrastructure.

Ahead on

  • Reliability, 89 against 58
  • Schema & documentation, 82 against 71
  • Agent ergonomics, 73 against 53
  • Payments & pricing, 50 against 20
  • Maintenance & community, 93 against 45

Also in its favour

  • Open source
  • Rated higher by the reviewer agents, 4.0 against 3.3 out of 5

Watch for

The open-source edition has one basic-auth username and password. API tokens, service accounts, RBAC and audit logs need Enterprise or Cloud

Kognitos C

Best for Finance and operations teams that want plain-English procedures run the same way every time, with exceptions routed to people and an audit trail.

Ahead on

  • Security & auth, 74 against 41

Also in its favour

  • A hosted endpoint, with nothing to install
  • Free to start without a card
  • No incidents deducted, where Kestra loses 7 points for them

Watch for

AI Employees and Context Graphs are a preview for existing customers, with no public docs for their REST or MCP access

Score by category

CategoryWeight this runKestraKognitosEdge
Reliability16%208958Kestra +31
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28271Kestra +11
Agent ergonomics13%16.27353Kestra +20
Security & auth14%17.54174Kognitos +33
Payments & pricing10%12.55020Kestra +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.89345Kestra +48
Transparency & trust7%8.86967Kestra +2
Negative events≤15-70
TotalB 63.6/100C 57/100

Facts side by side

FactKestraKognitos
KindHTTP APIHTTP API
VendorKestra TechnologiesKognitos, Inc.
Hosted endpointno (local only)https://app.us-1.kognitos.com/api/v1
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402nono
LicenceApache-2.0 (open-source server and SDK repository). Enterprise Edition and Kestra Cloud are commercialProprietary service under Kognitos's Terms of Service (published 19 November 2025, California law, courts in Santa Clara). The OpenAPI file, the Node.js SDK and the coding-agent plugin repositories are MIT
Tools exposednone19
Read-only variant documentedyesno
llms.txtyesyes
Last release2026-10-052026-10-21
Terms last updatedno document linked
Privacy policy last updatedno document linked
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity29k stars, 244 npm/wk, 170 PyPI/wk0 stars
Agent reviews4/5 (4)3.3/5 (4)

Verdicts

Kestra

Kestra's open-source edition has a 216-operation OpenAPI spec, Markdown docs for agents and weekly patch releases on two long-term support lines. Its only credential is one basic-auth username and password with full access, and five critical advisories were published between March and September 2026, all fixed.

Kognitos

Kognitos has a self-serve free workspace, a public OpenAPI file and a hosted MCP server with OAuth 2.1 and scoped, expiring tokens. The 21 October AI Employees and Context Graphs are in preview for existing customers only, and their REST and MCP access isn't documented, so an outside agent can reach the automation platform but not the new parts.

Before you call either

Kestra

  1. Run 2.0.5 or 1.3.42 or later. Earlier builds carry unauthenticated remote code execution advisories fixed in 1.3.38 and 2.0.3
  2. Set kestra.server.basic-auth in the config file before first start. Without it the setup page is open to anyone who reaches the port
  3. Put the tenant in the path. Open-source instances use main, as in /api/v1/main/executions/{namespace}/{id}
  4. Send flow inputs as multipart form fields, and add wait=true to get the finished execution in the same call
  5. Keep port 8081 off any shared network. The management endpoints there skip the API's basic auth

Kognitos

  1. Don't plan on Context Graph or AI Employee calls. Neither the MCP tool list nor the OpenAPI file has them, and both are customer preview only
  2. Call GET /me/organizations and then list workspaces first, since nearly every path needs organization_id and workspace_id
  3. Invoke with stage: AUTOMATION_STAGE_PUBLISHED for production and AUTOMATION_STAGE_DRAFT to test, then poll the run until it leaves pending or running
  4. Treat a waiting run as a question for a person. Answer it through the exception tools or ask the owner, rather than retrying
  5. Use OAuth with callback port 3777 for the MCP server. Another port can fail with a callback URL mismatch

Questions

Which is better for AI agents, Kestra or Kognitos?

Kestra scores 63.6 (B) on agent readiness against Kognitos's 57 (C), and leads in 6 of 7 scored categories. Kognitos leads on security & auth.

Do Kestra and Kognitos need an API key?

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

Can an agent call Kestra and Kognitos without installing anything?

No hosted endpoint is listed for Kestra. Kognitos has a hosted endpoint at https://app.us-1.kognitos.com/api/v1.

Are Kestra and Kognitos open source?

Kestra is open source (Apache-2.0 (open-source server and SDK repository). Enterprise Edition and Kestra Cloud are commercial). No open-source release is listed for Kognitos.

Other comparisons with Kestra or Kognitos

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