ModuleX is live · free plan, paid from $25/mo · last verified 6 Nov 2026 · viability healthy
ModuleX
ModuleX turns a plain-English process description into an editable AI workflow graph wired to your real tools.
ModuleX is worth a hard look when your team already documents processes in prose and keeps failing at the diagram stage. The Composer's clarifying questions plus its change log make the generated graph reviewable rather than magic, and org-level credential masking with actor-named audit logs answers the first two questions IT usually asks. The credit meter is the real decision: chatty Assistant loops burn 1-cent credits fast, so model volume before you commit beyond Pro.
Verdict generatedVerified 8d ago · liveness 79/100 · cite: rightaichoice.com/tools/modulex
- Ops, support and marketing teams turning a written process into a running workflow without code
- Builders who want to inspect and edit every node the AI generated, not a black-box agent
- Organizations that want BYOK billed at no ModuleX markup alongside credential masking and audit logs
- Teams whose processes already exist as prose docs and keep stalling at the diagramming stage
- Engineers who need custom code nodes or complex in-flow data transformations
- High-volume, low-cost pipelines where 1-cent credits per run add up quickly
- Workflows with tight customer-facing SLAs that can't tolerate an approval pause or an access request waiting on a human
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Skip ModuleX if your workflow needs custom code nodes or heavy in-flow data transformation, or if you run high-volume low-margin pipelines where per-credit metering will outprice a flat-rate orchestrator.
Every run on ModuleX-managed models burns credits at 1 credit = $0.01, and Pro's 5,000-credit allowance at $25/mo billed monthly can disappear fast once the Assistant starts chaining tool calls.
Pro at $25/mo billed monthly with 5,000 credits fits a single builder or a small ops team; Max at $100/mo billed monthly with 20,000 credits and 500 runs/min is where multi-team automation becomes viable. Both are cheaper than Enterprise custom terms, but a high-volume pipeline that would exhaust 20,000 credits monthly is often better served by a flat-rate orchestrator like n8n than by metered credits.
In short
ModuleX — ModuleX turns a plain-English process description into an editable AI workflow graph wired to your real tools. Best for Ops, support and marketing teams turning a written process into a running workflow without code, Builders who want to inspect and edit every node the AI generated, not a black-box agent, Organizations that want BYOK billed at no ModuleX markup alongside credential masking and audit logs. Free to start; paid plans from $25/mo.
What is ModuleX?
ModuleX — ModuleX turns a plain-English process description into an editable AI workflow graph wired to your real tools. Best for Ops, support and marketing teams turning a written process into a running workflow without code, Builders who want to inspect and edit every node the AI generated, not a black-box agent, Organizations that want BYOK billed at no ModuleX markup alongside credential masking and audit logs. Free to start; paid plans from $25/mo.
ModuleX is an AI workflow orchestration platform where the starting point is a sentence, not a blank canvas. Describe the process the way you'd brief a colleague, and the AI Composer builds a node-by-node workflow graph you can open and edit. Before it builds, it asks for the details you left out; after it builds, it lists every change so you can swap a tool or branch on a condition one node at a time. The July 25, 2026 changelog added two things worth noting. Files is now a built-in workspace for your organization's documents, and workflows can read and write those files directly. MCP server publishing landed the same day: deploy a workflow, expose your org as an MCP server, and Claude Code, Cursor, Codex, Hermes or OpenClaw can call it as a tool with one key. Running the work is the Assistant's job. It searches connected tools, gathers context, drafts outputs and calls tools, and since the July 2026 update it asks for access when it hits a service it doesn't have instead of failing silently. Any write or delete pauses for explicit approval first. Knowledge nodes retrieve from your uploaded documents at run time, so answers trace to your files rather than model memory. Credentials are stored once per org and masked everywhere, with audit logs naming the actor behind each change. The catalog lists 179 integrations with 1,784 actions. Pricing runs Free ($0, 300 trial credits), Pro ($25/mo monthly, 5,000 credits), Max ($100/mo monthly, 20,000 credits) and Enterprise custom, at 1 credit = $0.01. Against diagram-first builders like n8n or Zapier, the split is simple: you describe the workflow instead of drawing it. That is either the whole appeal or the dealbreaker, depending on who's writing the description.
Key features
- AI Composer turns a plain-English process description into an editable workflow graph
- Composer asks clarifying questions before it builds the graph
- Composer lists every change it applied so you can edit node by node
- Visual canvas of typed nodes showing exact tool inputs and outputs
- Run workflows from chat, API, SDK or on a schedule
- Assistant searches connected tools, gathers context, drafts outputs and calls tools
- Assistant requests access to a service when it encounters one it lacks
- Human-in-the-loop approval pause before write or delete actions
- Knowledge nodes retrieve from your uploaded documents at run time
- Files workspace: workflows can read and write organizational documents
- Publish workflows and Files as an MCP server for Claude Code, Cursor, Codex, Hermes and OpenClaw
- Bring Your Own Key (BYOK) per integration, not just per model provider
- Org credential vault: OAuth grants and API keys stored once, masked everywhere
- Audit logs record category, operation, actor and time of every change
- Version snapshots on every publish with one-click rollback
Behind the verdict
Where ModuleX wins is the gap between having a process written down and having it run. Most automation tools assume you'll open a canvas and start dragging nodes; ModuleX assumes you'll paste the paragraph you already wrote for the team wiki. The Composer asks what's missing before it builds, then hands you a graph where every node's tool call, inputs and outputs are inspectable. In practice that review step is what makes it trustworthy — a black-box agent that produces a wrong result is hard to debug, while a graph with a visible change log is not. Pick it when non-engineers own the workflow. Ops, support and marketing teams can describe a process, get something runnable, and hand it to a developer for API triggers later without rebuilding from scratch. Pick it also if you're standing up MCP tools for coding agents: publishing deployed workflows, Files and Knowledge as an MCP server that Claude Code or Cursor calls is a clean fit for platform engineers who'd otherwise write glue code. Pass if you need real custom code nodes or heavy in-flow data transformation. The node graph is typed and inspectable, not a scripting environment, and engineers who think in expressions will hit the ceiling quickly. Pass too on high-volume, low-margin pipelines: at 1 credit = $0.01 with 5,000 credits on Pro and 20,000 on Max, a chatty agent loop drains the meter faster than a flat-rate plan would. BYOK removes ModuleX's markup on provider usage, which helps on model spend, but the credit economics still matter at scale. The closest comparison is n8n, which ModuleX itself wrote up in a July 18, 2026 comparison piece. Diagram-first tools give you exact control and a self-hosted path; ModuleX gives you a description-first on-ramp and a faster first draft. Teams that already have a
Models under the hood
as of 2026-11-09
Limitations
- Provider support spans Anthropic, OpenAI, Google and xAI, but the site names no individual model names or versions, so confirm the exact models you need.
- Credit metering is the standing cost risk: 1 credit = $0.01, with Free at 300 trial credits, Pro 5,000 at $25/mo billed monthly and Max 20,000 at $100/mo billed monthly.
- Free is throttled to 10 runs/min and 10 API calls/min and caps storage at 1 GB versus 50 GB on Pro and 500 GB on Max.
- Self-hosted deployment is marked Enterprise-only.
as of 2026-10-24
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Is ModuleX still active?
ModuleX is live · free plan, paid from $25/mo · last verified 6 Nov 2026 · viability healthy.
Viability score
How well maintained and how widely used is ModuleX? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: November 2026
How we score →What's new in ModuleX
Checked 9 days agoAcross the latest 4 updates: 3 feature updates and 1 news mention.
Files, MCP servers, and a faster app
Added Files as a built-in workspace for organizational documents that workflows can read and write, plus MCP server publishing so Claude Code, Cursor and Codex can call deployed workflows.
Asking for access
The Assistant now asks for access to a service when it encounters one it lacks, instead of failing silently mid-run.
Asking before it acts
The Assistant pauses for explicit human approval before executing any write or delete action across connected tools.
The best n8n alternatives
ModuleX published a comparison of n8n alternatives, positioning itself as the natural-language-first option against diagram-first builders.
What do users say about ModuleX?
What people actually say about ModuleX — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
ResearchedDiscussed by users across 3 sources (Hacker News, YouTube, Product Hunt) · researched Oct 19, 2026.
Weighted by the 40 posts each of 3 sources contributed.
- +Plain-English description produces an editable workflow graph — no canvas dragging required
- +Composer asks clarifying questions before building, avoiding guess-driven graph generation
- +BYOK means provider usage runs at no ModuleX markup, a recurring praised feature
- +Approval gate pauses before write or delete — reassuring for customer-facing automations
- +Approximately 200+ pre-built integrations skip the day-one setup slog most tools dump on users
- −Zero independent long-term usage reports outside Product Hunt launch day
- −Error recovery path when a workflow fails mid-run is publicly unanswered
- −Workflow drift after repeated manual edits has no visible safeguard
- −Differentiation versus Zapier AI, Make, and n8n remains unclear to commenters
- −Managed-key integration lock-in risk if partnerships or pricing shift
- • Managed-model usage billed in credits if you don't supply your own keys
- • Managed integrations could shift pricing or disappear if partnerships change
- • No published ceiling on BYOK provider costs — you bear those directly
How we verified this
Every listed fact about ModuleX — pricing, features, links, status — is re-read from the vendor's own pages by our verification pipeline and each change is logged with a date; the last pass ran on 6 Nov 2026. Analysis is drafted with AI models and checked against our editorial standards before publishing; see how we verify.
Verification history
We have re-verified ModuleX 12 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — changed SSL certificate
- — changed features, description, who it suits, our verdict, pricing tiers, who should skip it, integrations
- — changed pricing page, limitations, platforms, use cases, description, our verdict, features, hidden costs, integrations, switching in, switching out, who should skip it, pricing tiers, pricing fit, setup time
- — changed our verdict, features, who should skip it, description, pricing tiers
- — changed description, features, pricing tiers, our verdict, summary
- — changed description, pricing tiers, summary, features, who it suits, who should skip it, our verdict
Showing the 6 most recent of 12 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does ModuleX cost in 2026?
ModuleX: Free to start; paid plans from $25/mo. Pricing last verified 6 Nov 2026.
Plans compared
Every published ModuleX tier, its price as the vendor publishes it, who it fits, and what it adds over the tier below. The 12-month cost projection follows.
| Plan | Price | Billing | Who it's for |
|---|---|---|---|
| Free | Free | — | A single person evaluating whether the Composer's describe-then-edit approach fits how they think about workflowsAdds: Starting tier: 300 trial credits at 1 credit = $0.01, 10 runs/min, 10 API calls/min and 1 GB storage, with community support and no credit card required |
| Pro | $25/moVendor: “$25/month billed monthly” | monthly | An individual builder or small team shipping AI workflows into daily useAdds: $25/mo billed monthly adds 5,000 monthly credits (up from 300), 150 runs/min, 100 API calls/min, 50 GB storage and teammate invites |
| Max | $100/moVendor: “$100/month billed monthly” | monthly | A team scaling automation across several departments where run frequency and credit headroom are the constraintAdds: $100/mo billed monthly raises the allowance to 20,000 credits, 500 runs/min with 4,000 async, 500 API calls/min, 500 GB storage, advanced analytics and early access |
| Enterprise | Custom | quote | A larger organization that needs custom rate limits, SSO/SAML, self-hosted deployment and a dedicated support channelAdds: Custom credits and rate limits plus large-scale operations, onboarding assistance, SSO/SAML and self-hosted deployment above Max |
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Where the pricing makes sense
The company stage and team size where ModuleX's pricing actually pencils out — and where peers do it cheaper.
Pro at $25/mo billed monthly with 5,000 credits fits a single builder or a small ops team; Max at $100/mo billed monthly with 20,000 credits and 500 runs/min is where multi-team automation becomes viable. Both are cheaper than Enterprise custom terms, but a high-volume pipeline that would exhaust 20,000 credits monthly is often better served by a flat-rate orchestrator like n8n than by metered credits.
Has ModuleX's pricing changed?
ModuleX's pricing is tracked for changes; the moves we have logged since Aug 2026 are below.
| Date | Change |
|---|---|
| Max: $77 → $100 /mo |
Who should pick ModuleX?
Pick ModuleX if you are Ops, support and marketing teams turning a written process into a running workflow without code, Builders who want to inspect and edit every node the AI generated, not a black-box agent, Organizations that want BYOK billed at no ModuleX markup alongside credential masking and audit logs, Teams whose processes already exist as prose docs and keep stalling at the diagramming stage.
Look elsewhere if you are Engineers who need custom code nodes or complex in-flow data transformations, High-volume, low-cost pipelines where 1-cent credits per run add up quickly, Workflows with tight customer-facing SLAs that can't tolerate an approval pause or an access request waiting on a human, Teams that require self-hosted deployment outside an Enterprise agreement.
Skip it if Skip ModuleX if your workflow needs custom code nodes or heavy in-flow data transformation, or if you run high-volume low-margin pipelines where per-credit metering will outprice a flat-rate orchestrator.
GeneratedReal-world workflow fit
Concrete scenarios for the personas ModuleX actually fits — and what changes day-one when you adopt it.
Writes out the ticket triage process in plain English, answers the Composer's follow-up questions about routing rules, then repoints the Zendesk-to-Slack branch on the canvas and publishes a version.
Outcome: A running triage workflow with an editable graph, a version history to roll back, and a run log showing which actor triggered each change.
Publishes the org as an MCP server, then registers it in Claude Code with one bearer key so the four deployed workflows and the Files workspace show up as callable tools.
Outcome: Developers invoke ModuleX workflows from inside the editor they already use, with runs metered in credits against the shared org credentials.
Reviews the credential vault first — API keys and OAuth grants stored once at org level and masked — then checks that write and delete actions pause for explicit approval and that the audit log names the actor.
Outcome: Agent workflows get signed off because the credential never reaches the model and every sensitive action has a human gate and an attributable log entry.
Use cases
- Turn a written support triage process into a running workflow that reads incoming tickets and routes them to the right team.
- Publish a deployed workflow as an MCP server so Claude Code or Cursor can trigger it to summarize and file support tickets.
- Draft a multi-step expense approval flow on the canvas with an explicit human approval pause before the write step.
- Point a Knowledge node at your uploaded policy documents so answers cite your files instead of model memory.
- Have the Assistant find an urgent customer issue in Slack, summarize the risk, and draft a customer-safe Gmail reply.
- Store org documents in the Files workspace and let a workflow read and write them as it runs.
- Give teammates the ability to run approved workflows on shared org credentials without ever seeing the keys.
- Write the process you already documented in a runbook as a sentence and get a graph you can review and publish.
Setup time & first value
How long it actually takes to get something useful out of ModuleX — broken out by persona, not the marketing-page minute.
Free signup needs no credit card, so a first Composer run is minutes away. Give an ops lead 30-60 minutes to answer the Composer's clarifying questions and publish a real workflow. Budget a day for a platform engineer to publish the org as an MCP server and wire it into Claude Code, Cursor or Codex. IT review of the credential vault and audit logs is the long pole.
Switching to or from ModuleX
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Zapier: rewrite the trigger and steps as a plain-English description, let the Composer build the graph, then re-attach credentials through the org vault rather than per-zap keys.
- →From n8n: describe each self-drawn flow to the Composer, then compare the generated nodes against your original logic before publishing.
- →From Make: collapse the scenario into a single Composer brief and rely on the change log to spot the steps the Composer inferred differently.
- ↗To n8n: export the process logic by reading each node's exact tool call and inputs off the canvas, then redraw it in n8n's editor if you need custom code nodes or self-hosting.
- ↗To Zapier: rebuild the trigger and action sequence as zaps, replacing ModuleX-managed model calls with your own provider keys.
Resources & guides
Tutorials & Learning
YouTube returned 6 videos for “ModuleX”, and we withheld 6: 6 could not be judged, because “ModuleX” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about ModuleX.
Official links
What are the best ModuleX alternatives?
The closest alternatives to ModuleX we list are Make, Zapier and n8n. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Make | Freemium | Pricing not published | — |
| Zapier | Freemium | Pricing not published | — |
| n8n | Freemium | Pricing not published | — |
Alternatives to ModuleX
View allTools that pair well with ModuleX
Common stack mates teams adopt alongside ModuleX, with the specific reason each pairing earns its keep.
Make
Make is a visual automation canvas where branching workflows, AI agents and prompt-built scenarios run on the same map.
Zapier
Zapier MCP connects Claude, ChatGPT, Cursor and Gemini Enterprise to 9,000+ apps through one governed server.
n8n
n8n is a visual workflow automation platform where AI agents and integrations run on a canvas you can read, trace, and audit.
ModuleX vs its closest rival
ModuleX's closest head-to-head is with Locus Robotics — These aren't competitors — nobody with a shortlist is choosing between an AI workflow builder and a warehouse robot fleet. ModuleX is for a team that has a process written in prose and wants it running against Slack, HubSpot or Stripe without code; Locus Robotics is for a fulfillment center moving physical inventory. If you landed here comparing them, check your problem statement: one is software orchestration, the other is material handling hardware plus a subscription. Verdict generated
Head-to-head comparisons
Modulex vs Locus Robotics
These aren't competitors — nobody with a shortlist is choosing between an AI workflow builder and a warehouse robot fleet. ModuleX is for a team that has a process written in prose and wants it running against Slack, HubSpot or Stripe without code; Locus Robotics is for a fulfillment center moving physical inventory. If you landed here comparing them, check your problem statement: one is software orchestration, the other is material handling hardware plus a subscription.
GeneratedModulex vs Truleo
Verdict being re-reviewed against current pricing and data.
Modulex vs Presto Voice
Verdict being re-reviewed against current pricing and data.
Frequently asked questions
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