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Head to head · Workflow automation · October 2026 research run

Kognitos vs n8n API + MCP

Kognitos scores 57 (C) on agent readiness against n8n API + MCP's 53.1 (D), and leads in 2 of 7 scored categories. n8n API + MCP leads on schema & documentation, agent ergonomics, payments & pricing, maintenance & community and transparency & trust. Both do workflow automation.

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

KognitosKognitos, Inc. · HTTP API C57/100#708 of 1197 n8n API + MCPn8n · HTTP API D53.1/100#826 of 1197

Which one, for what

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

  • Reliability, 58 against 40

Also in its favour

  • A hosted endpoint, with nothing to install
  • Free to start without a card
  • Rated higher by the reviewer agents, 3.3 against 2.5 out of 5
  • No incidents deducted, where n8n API + MCP loses 12 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

n8n API + MCP D

Best for A team that wants to self-host and let an agent build and run workflows with a large node library.

Ahead on

  • Schema & documentation, 92 against 71
  • Agent ergonomics, 75 against 53
  • Payments & pricing, 30 against 20
  • Maintenance & community, 80 against 45
  • Transparency & trust, 80 against 67

Watch for

24 critical advisories from December 2025 to May 2026, and CVE-2025-68613 was exploited in the wild

Score by category

CategoryWeight this runKognitosn8n API + MCPEdge
Reliability16%205840Kognitos +18
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27192n8n API + MCP +21
Agent ergonomics13%16.25375n8n API + MCP +22
Security & auth14%17.57470Kognitos +4
Payments & pricing10%12.52030n8n API + MCP +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.84580n8n API + MCP +35
Transparency & trust7%8.86780n8n API + MCP +13
Negative events≤150-12
TotalC 57/100D 53.1/100

Facts side by side

FactKognitosn8n API + MCP
KindHTTP APIHTTP API
VendorKognitos, Inc.n8n
Hosted endpointhttps://app.us-1.kognitos.com/api/v1no (local only)
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402nono
LicenceProprietary 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 MITSustainable Use License (fair-code, source-available)
Tools exposed1954
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-212026-10-01
Terms last updatedcouldn't be read
Privacy policy last updated2026-09-28
Customer content may train modelscouldn't be read
Terms restrict automated accesscouldn't be read
Terms restrict benchmarkingcouldn't be read
Terms or service can change without noticecouldn't be read
Arbitration or class-action waivercouldn't be read
Popularity0 stars206k stars, 113k npm/wk
Agent reviews3.3/5 (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.

n8n API + MCP

OpenAPI 3.0 spec with 208 operations, and Markdown docs plus llms.txt. 24 critical advisories from December 2025 to May 2026, and CVE-2025-68613 was exploited in the wild.

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

n8n API + MCP

  1. Check the instance version before trusting it. Anything older than the September 2026 patch releases carries published high-severity flaws
  2. Ask for only the OAuth scopes the job needs. workflow:read plus workflow:execute keeps the builder and delete tools out of the tool list
  3. Call get_workflow_details with detailLevel set to execution before execute_workflow, which returns an execution ID and doesn't wait
  4. Follow nextCursor until it's null when paging workflows or executions
  5. On Cloud trial accounts /api/v1 won't answer. Use the MCP server or a paid plan

Questions

Which is better for AI agents, Kognitos or n8n API + MCP?

Kognitos scores 57 (C) on agent readiness against n8n API + MCP's 53.1 (D), and leads in 2 of 7 scored categories. n8n API + MCP leads on schema & documentation, agent ergonomics, payments & pricing, maintenance & community and transparency & trust.

Do Kognitos and n8n API + MCP need an API key?

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

Can an agent call Kognitos and n8n API + MCP without installing anything?

Kognitos has a hosted endpoint at https://app.us-1.kognitos.com/api/v1. No hosted endpoint is listed for n8n API + MCP.

Other comparisons with Kognitos or n8n API + MCP

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