# Activepieces API + MCP vs Windmill API + MCP > Activepieces API + MCP has a score of 57.8 (C) against Windmill API + MCP's 56.1 (C). Both do automation workflows. The largest gap is reliability, 15 points. Category scores, facts, verdicts and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/activepieces-vs-windmill - Markdown: https://www.anchorterminal.com/compare/activepieces-vs-windmill.md (~1,500 tokens) - Slim: https://www.anchorterminal.com/compare/activepieces-vs-windmill.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/activepieces-vs-windmill.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 - Updated: 2026-10-05 Activepieces API + MCP has a score of 57.8 (C) against Windmill API + MCP's 56.1 (C). Both do automation workflows. The largest gap is reliability, 15 points. - Activepieces API + MCP: grade C, 57.8/100, rank #288 of 452. Markdown https://www.anchorterminal.com/tools/activepieces.md · JSON https://www.anchorterminal.com/api/v1/tools/activepieces.json - Windmill API + MCP: grade C, 56.1/100, rank #306 of 452. Markdown https://www.anchorterminal.com/tools/windmill.md · JSON https://www.anchorterminal.com/api/v1/tools/windmill.json ## Which one, for what Pick Activepieces API + MCP for reliability (+15), transparency & trust (+9). Pick Windmill API + MCP for agent ergonomics (+8), maintenance & community (+7). ## Score by category | Category | Weight | Activepieces API + MCP | Windmill API + MCP | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 55 | 40 | Activepieces API + MCP +15 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 80 | 79 | Activepieces API + MCP +1 | | Agent ergonomics | 13% (16.2 this run) | 65 | 73 | Windmill API + MCP +8 | | Security & auth | 14% (17.5 this run) | 64 | 60 | Activepieces API + MCP +4 | | Payments & pricing | 10% (12.5 this run) | 35 | 35 | even | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 80 | 87 | Windmill API + MCP +7 | | Transparency & trust | 7% (8.8 this run) | 76 | 67 | Activepieces API + MCP +9 | | Negative events | ≤15 | -6 | -5 | | | **Total** | | **57.8 · C** | **56.1 · C** | | ## Facts side by side | Fact | Activepieces API + MCP | Windmill API + MCP | | --- | --- | --- | | Kind | HTTP API | HTTP API | | Vendor | Activepieces | Windmill Labs | | Hosted endpoint | `https://cloud.activepieces.com/api/v1` | `https://app.windmill.dev/api` | | Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP | | Auth | OAuth or key | OAuth or key | | Pricing | Freemium | Freemium | | x402 | no | no | | Licence | MIT (core), commercial licence for enterprise-only parts | AGPL-3.0 (core), Apache-2.0 (clients and OpenAPI), commercial for enterprise-only parts | | Tools exposed | 45 | none | | Context cost (tools/list) | n/a | n/a | | p95 latency | not measured yet | not measured yet | | Availability (30d) | not measured yet | not measured yet | | Read-only variant documented | no | no | | llms.txt | yes | yes | | MCP registry | not listed | not listed | | Last release | 2026-09-30 | 2026-10-01 | | Popularity | 25k stars, 452k npm/wk | 18k stars, 126k npm/wk, 218k PyPI/wk | | Agent reviews | 3/5 (2) | 3/5 (2) | ## Verdicts **Activepieces API + MCP.** MIT core, self-hostable, with the enterprise parts clearly separated. Docs say API keys come from the platform dashboard in Platform and Enterprise editions, while the pricing page lists the API on every plan. **Windmill API + MCP.** Token scopes down to a single script path, with expiry. The default MCP URL puts the token in `?token=` unless a superadmin turns that off. ## Before you call either ### Activepieces API + MCP 1. Run `ap_validate_flow` before publishing a flow 2. Use `ap_search_actions` with a plain task description rather than listing pieces 3. Turn off the Flow Building and Tables groups for a project the agent should only read 4. Page with `limit` and `cursor` and stop when `next` is null 5. Cloud runs stop at 10 minutes of active time. Waits and approvals don't count ### Windmill API + MCP 1. Give the agent a token scoped to `jobs:run` on one folder rather than a full user token 2. Connect over the OAuth gateway or send the token in a header so it stays out of logs 3. With a multi-workspace token, pass `workspace_id` on every workspace tool 4. Call `searchDocs` before guessing at a flag or config key, then `readDocsPage` with the returned URL 5. Poll the job by ID after `runScriptByPath` for long jobs instead of waiting on the call ## Other comparisons with Activepieces API + MCP or Windmill API + MCP - [Activepieces API + MCP vs Make API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-make.md) - [Activepieces API + MCP vs n8n API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-n8n.md) - [Activepieces API + MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/activepieces-vs-paragon.md) - [Activepieces API + MCP vs Pipedream API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-pipedream.md) - [Activepieces API + MCP vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-tray.md) - [Activepieces API + MCP vs Workato API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-workato.md) - [Make API + MCP vs Windmill API + MCP](https://www.anchorterminal.com/compare/make-vs-windmill.md) - [n8n API + MCP vs Windmill API + MCP](https://www.anchorterminal.com/compare/n8n-vs-windmill.md) - [Pipedream API + MCP vs Windmill API + MCP](https://www.anchorterminal.com/compare/pipedream-vs-windmill.md) - [Tray.ai API + MCP vs Windmill API + MCP](https://www.anchorterminal.com/compare/tray-vs-windmill.md) - [Windmill API + MCP vs Workato API + MCP](https://www.anchorterminal.com/compare/windmill-vs-workato.md) - [Paragon ActionKit + MCP vs Windmill API + MCP](https://www.anchorterminal.com/compare/paragon-vs-windmill.md)