mctl.ai
Free planActively maintained
- Is it safe? We have not read the data policy of mctl.ai yet. Read it on the official site before you upload anything.mctl.ai ↗
- Is it free? Free plan · pricing page, read Oct 22, 2026See ↓
- What else does this?
Heroku
DevCyclefree
RailwayfreeSee ↓
66 linking domains
Emerging
- For
- growing product teams without a dedicated platform team wanting self-service Kubernetes with GitOps
- Price
- Free planpricing page, read Oct 22, 2026
- Activity
- Actively maintainedrelease yesterday
- Used for
- deploy an app by pushing to git
- roll back a service to its previous release
- provision databases and services from a template catalog
- Has an MCP server (1 in the registry)public registry →
- Publishes llms.txt, a file written for AI assistantsmctl.ai ↗
- Launched on Product Hunt on Apr 1, 2026Product Hunt ↗
Free plan
- MCP serverhttps://mcp.mctl.ai/mcpnot in the official registry: answered when asked
- Stateanswers, requires sign-inchecked 2026-10-28
- Address to connectmcp.mctl.ai/mcp
This card as JSON, for your agent →
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
Figure and bar: visits/mo, estimate · year: online since
- #1
HerokuMCP · sign-in
Deploys web apps from git push onto managed containers (dynos), with managed Postgres, Redis, add-ons and one-command scaling.
48.1kActive2007 - #2
DevCycleMCP · sign-in
Serves feature flags from an edge network to gate releases, run A/B experiments, and roll out or revert features through OpenFeature SDKs.
2.6kActiveFrom $625/mo2011 - #3
RailwayMCP · sign-in
Deploys repositories and Dockerfiles as cloud services, auto-detecting build settings, with per-PR preview environments, scaling, and built-in logs and metrics.
60.5kActiveFrom $5/mo2020 - #4
Kuberns
Deploys applications to cloud infrastructure using AI agents that analyze code, provision resources, and manage operations.
1.1kActiveFrom $7/mo2024 - #5
BuildPiper
Orchestrates infrastructure, applications, and databases across hybrid cloud environments with unified governance and deployment automation.
1.2kActiveContact sales
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use mctl.ai for?
Sign in to leave a noteWhat is mctl.ai?
Provides self-service Kubernetes namespaces for product teams, with GitOps deploys, Vault-managed secrets and MCP tool access. It is listed in the Atlas under Developer tools.
Who is mctl.ai for?
growing product teams without a dedicated platform team wanting self-service Kubernetes with GitOps
How much does mctl.ai cost?
mctl.ai has a free plan, per its pricing page on 2026-10-22.
Is mctl.ai free?
Yes, mctl.ai has a free plan, per its pricing page on 2026-10-22.
Do people use mctl.ai?
Emerging.
Is mctl.ai still maintained?
Actively maintained: release yesterday.
What are alternatives to mctl.ai?
In Developer tools, by use: Heroku, DevCycle, Railway, Kuberns, BuildPiper.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
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