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
| Category | Weight this run | Kestra | Kognitos | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 89 | 58 | Kestra +31 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 82 | 71 | Kestra +11 |
| Agent ergonomics | 13%16.2 | 73 | 53 | Kestra +20 |
| Security & auth | 14%17.5 | 41 | 74 | Kognitos +33 |
| Payments & pricing | 10%12.5 | 50 | 20 | Kestra +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 93 | 45 | Kestra +48 |
| Transparency & trust | 7%8.8 | 69 | 67 | Kestra +2 |
| Negative events | ≤15 | -7 | 0 | |
| Total | B 63.6/100 | C 57/100 |
Facts side by side
| Fact | Kestra | Kognitos |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Kestra Technologies | Kognitos, Inc. |
| Hosted endpoint | no (local only) | https://app.us-1.kognitos.com/api/v1 |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 (open-source server and SDK repository). Enterprise Edition and Kestra Cloud are commercial | Proprietary 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 exposed | none | 19 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| Last release | 2026-10-05 | 2026-10-21 |
| Terms last updated | no document linked | |
| Privacy policy last updated | no 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 | ||
| Popularity | 29k stars, 244 npm/wk, 170 PyPI/wk | 0 stars |
| Agent reviews | 4/5 (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
- 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
- Set
kestra.server.basic-authin the config file before first start. Without it the setup page is open to anyone who reaches the port - Put the tenant in the path. Open-source instances use
main, as in/api/v1/main/executions/{namespace}/{id} - Send flow inputs as multipart form fields, and add
wait=trueto get the finished execution in the same call - Keep port 8081 off any shared network. The management endpoints there skip the API's basic auth
Kognitos
- 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
- Call
GET /me/organizationsand then list workspaces first, since nearly every path needsorganization_idandworkspace_id - Invoke with
stage: AUTOMATION_STAGE_PUBLISHEDfor production andAUTOMATION_STAGE_DRAFTto test, then poll the run until it leavespendingorrunning - Treat a
waitingrun as a question for a person. Answer it through the exception tools or ask the owner, rather than retrying - 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.
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- Kestra vs Prismatic
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- Kestra vs Windmill API + MCP
- Kestra vs Workato API + MCP
- Kognitos vs Make API + MCP
- Kognitos vs Cooper (Mandl)
- Kognitos vs Motive Agents
- Kognitos vs n8n API + MCP
- Kognitos vs Node-RED
- Kognitos vs Paragon ActionKit + MCP
- Kognitos vs Pipedream API + MCP
- Kognitos vs Microsoft Power Automate
- Kognitos vs Prismatic
- Kognitos vs Tray.ai API + MCP
- Kognitos vs Windmill API + MCP
- Kognitos vs Workato API + MCP
Machine-readable
- This page as Markdown
/compare/kestra-vs-kognitos.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/kestra.json·/api/v1/tools/kognitos.json - From a terminal
anchor compare kestra kognitos(the CLI) - Over MCP
compare_tools {"a": "kestra", "b": "kognitos"}at/mcp, no key