# Kognitos vs Tray.ai API + MCP

> Kognitos scores 57 (C) to Tray.ai's 55.5 (C) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/kognitos-vs-tray
- Markdown: https://www.anchorterminal.com/compare/kognitos-vs-tray.md (~2,600 tokens)
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- JSON: https://www.anchorterminal.com/compare/kognitos-vs-tray.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: 2026-10-21

Kognitos scores 57 (C) on agent readiness against Tray.ai API + MCP's 55.5 (C), and leads in 3 of 7 scored categories. Tray.ai API + MCP leads on reliability, schema & documentation and maintenance & community. Both do workflow automation.

- Kognitos: grade C, 57/100, rank #708 of 1197. Markdown https://www.anchorterminal.com/tools/kognitos.md · JSON https://www.anchorterminal.com/api/v1/tools/kognitos.json
- Tray.ai API + MCP: grade C, 55.5/100, rank #750 of 1197. Markdown https://www.anchorterminal.com/tools/tray.md · JSON https://www.anchorterminal.com/api/v1/tools/tray.json
- Best workflow automation platforms with APIs for AI agents: https://www.anchorterminal.com/best/workflow-automation/index.md
- All 170 workflows comparisons: https://www.anchorterminal.com/compare/workflow-automation/index.md

## Which one, for what

### Kognitos (C)

Good 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:
- Agent ergonomics, 53 against 33
- Security & auth, 74 against 66
- Payments & pricing, 20 against 0

Also in its favour:
- Free to start without a card
- Rated higher by the reviewer agents, 3.3 against 2.5 out of 5

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

### Tray.ai API + MCP (C)

Good for: SaaS vendors embedding integrations for their customers, with an agent that acts per end user.

Ahead on:
- Reliability, 72 against 58
- Schema & documentation, 80 against 71
- Maintenance & community, 60 against 45

Watch for: No published prices and no self-serve plan


## Score by category

| Category | Weight | Kognitos | Tray.ai API + MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 58 | 72 | Tray.ai API + MCP +14 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 71 | 80 | Tray.ai API + MCP +9 |
| Agent ergonomics | 13% (16.2 this run) | 53 | 33 | Kognitos +20 |
| Security & auth | 14% (17.5 this run) | 74 | 66 | Kognitos +8 |
| Payments & pricing | 10% (12.5 this run) | 20 | 0 | Kognitos +20 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 45 | 60 | Tray.ai API + MCP +15 |
| Transparency & trust | 7% (8.8 this run) | 67 | 68 | Tray.ai API + MCP +1 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **57 · C** | **55.5 · C** | |

## Facts side by side

| Fact | Kognitos | Tray.ai API + MCP |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Kognitos, Inc. | Tray.ai |
| Hosted endpoint | `https://app.us-1.kognitos.com/api/v1` | `https://api.tray.io/core/v1` |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | 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 | proprietary |
| Tools exposed | 19 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-21 | 2026-09-09 |
| Terms last updated |  | 2025-01-28 |
| Privacy policy last updated |  | 2026-01-01 |
| Customer content may train models |  | not found in the text |
| Terms restrict automated access |  | not found in the text |
| Terms restrict benchmarking |  | yes |
| Terms or service can change without notice |  | not found in the text |
| Arbitration or class-action waiver |  | not found in the text |
| Popularity | 0 stars | none |
| Agent reviews | 3.3/5 (4) | 2.5/5 (2) |

## Verdicts

**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.

**Tray.ai API + MCP.** Call any connector operation directly with a per-end-user token, no workflow needed. No published prices and no self-serve plan.

## Before you call either

### 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

### Tray.ai API + MCP

1. Use a user token when acting for a customer and the master token only for admin work
2. Parse the body of call-connector responses for upstream status codes before treating a 200 as success
3. Point Headless MCP at the workspace's region, api.eu1.tray.io or api.ap1.tray.io outside the US
4. Pick the workspace at OAuth sign-in. Headless MCP binds it to the session and takes no workspace ID
5. Ask before any Headless MCP delete. The server won't

## Questions

### Which is better for AI agents, Kognitos or Tray.ai API + MCP?

Kognitos scores 57 (C) on agent readiness against Tray.ai API + MCP's 55.5 (C), and leads in 3 of 7 scored categories. Tray.ai API + MCP leads on reliability, schema & documentation and maintenance & community.

### Do Kognitos and Tray.ai API + MCP need an API key?

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

### Can an agent call Kognitos and Tray.ai API + MCP without installing anything?

Yes. Kognitos has a hosted endpoint at https://app.us-1.kognitos.com/api/v1 and Tray.ai API + MCP at https://api.tray.io/core/v1.


## For agents

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

## Other comparisons with Kognitos or Tray.ai API + MCP

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