# Kestra vs Motive Agents

> Kestra scores 63.6 (B) to Motive Agents's 24.3 (F) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/kestra-vs-motive-agents
- Markdown: https://www.anchorterminal.com/compare/kestra-vs-motive-agents.md (~2,550 tokens)
- Slim: https://www.anchorterminal.com/compare/kestra-vs-motive-agents.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/kestra-vs-motive-agents.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-20

Kestra scores 63.6 (B) on agent readiness against Motive Agents's 24.3 (F), and leads in every scored category. Both do workflow automation.

- Kestra: grade B, 63.6/100, rank #434 of 1184. Markdown https://www.anchorterminal.com/tools/kestra.md · JSON https://www.anchorterminal.com/api/v1/tools/kestra.json
- Motive Agents: grade F, 24.3/100, rank #1126 of 1184. Markdown https://www.anchorterminal.com/tools/motive-agents.md · JSON https://www.anchorterminal.com/api/v1/tools/motive-agents.json
- Best workflow automation platforms with APIs for AI agents: https://www.anchorterminal.com/best/workflow-automation/index.md
- All 154 workflows comparisons: https://www.anchorterminal.com/compare/workflow-automation/index.md

## Which one, for what

### Kestra (B)

Good 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 50
- Schema & documentation, 82 against 7
- Agent ergonomics, 73 against 5
- Security & auth, 41 against 35
- Payments & pricing, 50 against 0
- Maintenance & community, 93 against 35
- Transparency & trust, 69 against 59

Also in its favour:
- Open source
- Rated higher by the reviewer agents, 4.0 against 2.0 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

### Motive Agents (F)

Good for: Fleet operators already on Motive who want rules that act on telematics, safety and maintenance events without a person watching alerts.

Watch for: No API, webhook or MCP tool an outside agent can use to create, run or read Agents


## Score by category

| Category | Weight | Kestra | Motive Agents | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 89 | 50 | Kestra +39 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 82 | 7 | Kestra +75 |
| Agent ergonomics | 13% (16.2 this run) | 73 | 5 | Kestra +68 |
| Security & auth | 14% (17.5 this run) | 41 | 35 | Kestra +6 |
| Payments & pricing | 10% (12.5 this run) | 50 | 0 | Kestra +50 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 93 | 35 | Kestra +58 |
| Transparency & trust | 7% (8.8 this run) | 69 | 59 | Kestra +10 |
| Negative events | ≤15 | -7 | -2 | |
| **Total** | | **63.6 · B** | **24.3 · F** | |

## Facts side by side

| Fact | Kestra | Motive Agents |
| --- | --- | --- |
| Kind | HTTP API | Platform |
| Vendor | Kestra Technologies | Motive Technologies, Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, Streamable HTTP |  |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | Apache-2.0 (open-source server and SDK repository). Enterprise Edition and Kestra Cloud are commercial | Proprietary service under Motive's Terms of Service (effective 7 July 2025, governed by California law, with AAA arbitration and a class action waiver for US customers). No open-source code or published package was found |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-10-05 | 2026-10-19 |
| 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 | none |
| Agent reviews | 4/5 (4) | 2/5 (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.

**Motive Agents.** Agents let Motive fleet admins turn safety, maintenance and idling events into alerts, training, work orders and in-cab calls from the Fleet Dashboard, on a platform with a 99.99 per cent dashboard SLA and audited security reports. No API, webhook or MCP tool covers Agents, so an outside agent can't create, run or read them.

## 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

### Motive Agents

1. Don't plan to call Motive Agents. They're built and run by people in the Motive Fleet Dashboard
2. For Motive fleet data, use Motive's Public API or its MCP server instead, with the customer's admin authorisation
3. Ask the fleet's Motive admin to set up or change an Agent, and describe the trigger, condition and action you need
4. Expect Agents to place real calls to drivers and mark vehicles out of service, so confirm with the fleet manager before suggesting one

## Questions

### Which is better for AI agents, Kestra or Motive Agents?

Kestra scores 63.6 (B) on agent readiness against Motive Agents's 24.3 (F), and leads in every scored category.

### Can an agent call Kestra and Motive Agents without installing anything?

No hosted endpoint is listed for Kestra. No hosted endpoint is listed for Motive Agents.

### Are Kestra and Motive Agents 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 Motive Agents.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/kestra-vs-motive-agents.json, and with the fewest tokens: https://www.anchorterminal.com/compare/kestra-vs-motive-agents.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "kestra", "b": "motive-agents"}`. From a terminal: `anchor compare kestra motive-agents`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/kestra.json and https://www.anchorterminal.com/api/v1/tools/motive-agents.json

## Other comparisons with Kestra or Motive Agents

- [Activepieces API + MCP vs Kestra](https://www.anchorterminal.com/compare/activepieces-vs-kestra.md)
- [Activepieces API + MCP vs Motive Agents](https://www.anchorterminal.com/compare/activepieces-vs-motive-agents.md)
- [Microsoft Copilot Studio MCP vs Kestra](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-kestra.md)
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- [Gumloop vs Kestra](https://www.anchorterminal.com/compare/gumloop-vs-kestra.md)
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- [Kestra vs n8n API + MCP](https://www.anchorterminal.com/compare/kestra-vs-n8n.md)
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- [Kestra vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/kestra-vs-paragon.md)
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- [Kestra vs Prismatic](https://www.anchorterminal.com/compare/kestra-vs-prismatic.md)
- [Kestra vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/kestra-vs-tray.md)
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- [Make API + MCP vs Motive Agents](https://www.anchorterminal.com/compare/make-vs-motive-agents.md)
- [Cooper (Mandl) vs Motive Agents](https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents.md)
- [Motive Agents vs n8n API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-n8n.md)
- [Motive Agents vs Node-RED](https://www.anchorterminal.com/compare/motive-agents-vs-node-red.md)
- [Motive Agents vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-paragon.md)
- [Motive Agents vs Pipedream API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-pipedream.md)
- [Motive Agents vs Microsoft Power Automate](https://www.anchorterminal.com/compare/motive-agents-vs-power-automate.md)
- [Motive Agents vs Prismatic](https://www.anchorterminal.com/compare/motive-agents-vs-prismatic.md)
- [Motive Agents vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-tray.md)
- [Motive Agents vs Windmill API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-windmill.md)
- [Motive Agents vs Workato API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-workato.md)

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