02 Oct 2026 · 8 min read
A Vibe Coding Stack for a DevOps Engineer
Claude Code, a DevOps skill pack, a scanning layer, an agent dashboard, and three scoped MCP servers for errors, clusters and tickets.
devops claude-code mcp-servers16 September 2026 · Updated 19 Sep 2026 · 9 min read

"How much does vibe coding cost?" has no single answer. It depends on which app you use, how many hours a day you prompt, and whether you pay a flat subscription or per token. The good news is that the ecosystem around the apps, meaning skills, subagents and most MCP servers, is almost entirely free.
This post sets out the price building blocks and then prices three realistic setups. Every price below was checked on the vendor's own pricing page at the time of writing (September 2026). Prices in this market change often, so check the vendor page before you buy. Where a vendor page didn't show a clear figure, we describe the plan without a number. Hosting, domains and databases for the app you build are extra and not covered here.
Claude Code is included in every paid Claude plan, sharing the plan's usage limits.
| Plan | Price (September 2026) | Notes |
|---|---|---|
| Free | $0 | Claude Code not included |
| Pro | $20/month, or $17/month billed annually ($200 upfront) | Entry point for Claude Code |
| Max | From $100/month | Choose 5x or 20x more usage than Pro; the 20x option costs more than the $100 starting price |
| Team, standard seat | $25/seat/month monthly, $20 annually | 2–150 people; more usage than Pro |
| Team, premium seat | $125/seat/month monthly, $100 annually | 5x the usage of a standard seat |
| Enterprise | $20/seat/month billed annually, plus usage at API rates | Cost scales with models and tasks |
Paid plans can also turn on usage credits to keep working at standard API rates after hitting a limit.
Anthropic's agentic coding tool for the terminal, IDE, desktop and web
🔥 Claude Pro billed annually: $17/month instead of $20Codex is included in ChatGPT plans. OpenAI's Codex pricing page lists:
| Plan | Price (September 2026) | Codex usage as described by OpenAI |
|---|---|---|
| Free | $0 | Quick tasks |
| Go | $8/month | Lightweight coding tasks |
| Plus | $20/month | A few focused coding sessions each week |
| Pro | From $100/month | 5x or 20x higher limits than Plus |
| Business | $20/user/month billed annually, $25 monthly | Same limits as Plus per seat, 2+ users |
| Enterprise/Edu | Contact sales | Credit-based |
One caveat: OpenAI's help center says that as of September 10, 2026, new sign-ups and upgrades to the $200 Pro (20x) tier are temporarily paused. The $100 Pro tier is not affected. You can also run the Codex CLI with an API key and pay per token.
OpenAI's coding agent for the terminal, IDE and cloud, included with ChatGPT plans
Paid plans include a set amount of model usage, with on-demand billing beyond it.
The AI-first code editor with agents, background agents and fast autocomplete
🔥 Save 20% with annual billing| Plan | Price (September 2026) | Monthly GitHub AI credits |
|---|---|---|
| Free | $0 | Limited allowance |
| Pro | $10/month | 1,500 |
| Pro+ | $39/month | 7,000 |
| Max | $100/month | 20,000 |
| Business | $19/seat/month | 1,900 per user |
| Enterprise | $39/seat/month | 3,900 per user |
Copilot Pro includes unlimited code completions. The credits cover agent and chat usage across models.
AI pair programmer and coding agent across VS Code, JetBrains, the CLI and GitHub
🔥 Free Copilot for verified studentsThese browser-based builders suit non-developers, since they include hosting and a visual preview. They meter usage in credits or tokens, and complex prompts use more.
| Tool | Entry paid plan (September 2026) | What's included |
|---|---|---|
| Lovable | Pro from $25/month ($21/month billed annually) | From 100 credits/month plus daily build credits; Business from $50/month |
| Bolt | Pro $25/month | From 10M tokens/month, unused tokens roll over; Teams $30/member/month; Free has 1M tokens/month |
| Replit | Core $20/month ($18 billed annually) | $20 of usage for the most capable models; Pro is $100/month ($90 annually) |
| v0 | Plus from $30/user/month | $30 of monthly credits per user plus $2 of daily login credits; Free includes $5/month; Business $100/user/month |
Build full-stack web apps by chatting, with Supabase and one-click deploy
🔥 Students & teachers: 50% off Pro for up to 12 monthsIf you run Claude Code with a Console API key, or run agents in CI, you pay Anthropic's API rates. At the time of writing:
| Model | Input per MTok | Output per MTok | Cache read per MTok |
|---|---|---|---|
| Opus 5 | $5 | $25 | $0.50 |
| Sonnet 5 | $2 | $10 | $0.20 |
| Haiku 4.5 | $1 | $5 | $0.10 |
Batch processing saves 50%, and fast mode for Opus 5 costs 2x standard pricing.
Rough arithmetic, not a measurement: say one coding session on Sonnet 5 sends 2M input tokens, 80% of them served from cache, and gets 100K output tokens back. That's 1.6M × $0.20 + 0.4M × $2 + 0.1M × $10, about $2.10 before cache-write charges. Twenty such sessions a month is roughly $40. Heavy agentic days with long contexts can use several times that, which is why daily users usually choose a subscription.
OpenAI's API is also usage-based. We didn't verify current per-token rates for its coding models, so check OpenAI's pricing page before comparing.
This is the part many cost guides skip. Almost everything that makes an agent better at your work costs nothing:
The hidden cost is context, not dollars. Every installed skill description and every MCP tool definition takes some of the model's context, and on API billing that means tokens. Keep what you use and remove the rest.
Some MCP servers are free wrappers around a paid service. The server is free, but the API behind it isn't:
Scrape, crawl and search the web as clean Markdown from your agent
🔥 Free plan: 1,000 credits every month, no card needed
These are example setups using the prices above, not recommendations to buy any one tool.
You build a few evenings a week: a personal site, a small tool, a game.
| Item | Monthly |
|---|---|
| One subscription: Claude Pro ($20, or $17 annually), ChatGPT Plus ($20), or Copilot Pro ($10) | $10–$20 |
| Skills, subagents, Playwright and GitHub MCP | $0 |
| Context7 free plan | $0 |
| Total | $10–$20 |
If you'd rather not touch a terminal, one app builder plan (Lovable Pro from $25, Bolt Pro $25, Replit Core $20) replaces the subscription line. At $0 you can still try things on the free tiers (Copilot Free, Cursor Hobby, Bolt Free, Lovable Free, ChatGPT Free), but expect to hit limits within a session or two.
You ship products, code most days, and hit Pro-level limits by early afternoon.
| Item | Monthly |
|---|---|
| Claude Max, starting tier | $100 |
| Or: ChatGPT Pro, $100 tier | ($100) |
| Cursor Individual as an editor alongside the terminal agent (optional) | $20 |
| Firecrawl Hobby for scraping or research features (optional) | $19 |
| Context7 Pro if you exceed the free calls (optional) | $10 |
| Occasional usage credits on busy weeks | Varies |
| Total | $100–$149, plus any extra usage |
A common alternative is two $20 subscriptions (say Claude Pro and ChatGPT Plus), switching when one hits its limit. That's $40/month for more total capacity than either one alone, at the cost of keeping two setups in sync. Skills and AGENTS.md make that easier, since both apps read them.
Here, central billing, admin controls and shared configuration matter as much as raw usage.
| Setup | Calculation | Monthly |
|---|---|---|
| Copilot Business | 5 × $19 | $95 |
| Claude Team, standard seats, annual | 5 × $20 | $100 |
| Claude Team, standard seats, monthly | 5 × $25 | $125 |
| ChatGPT Business, monthly | 5 × $25 | $125 |
| Cursor Teams | 5 × $40 | $200 |
| Claude Team, 2 premium + 3 standard seats, monthly | 2 × $125 + 3 × $25 | $325 |
| Cursor Teams plus Claude Team standard, monthly | $200 + $125 | $325 |
| Claude Team, all premium seats, monthly | 5 × $125 | $625 |
Most teams mix: premium seats for the two or three heaviest users, standard seats for everyone else. Add any paid MCP-backed services (Context7 seats, Firecrawl, your error tracker) and API spend for CI agents.
The ecosystem stays free at team scale. A shared .claude/ folder, a committed .mcp.json and a private plugin marketplace in a Git repo cost nothing beyond your existing GitHub plan.

Prices move fast in this market. Our pricing page tracks plan changes, and each app's listing under /apps shows its current tiers. The ecosystem map shows which free skills, subagents and MCP servers work with the app you're paying for, so you don't pay for features you can add for free.
Anthropic's agentic coding tool for the terminal, IDE, desktop and web
🔥 Claude Pro billed annually: $17/month instead of $20OpenAI's coding agent for the terminal, IDE and cloud, included with ChatGPT plans
The AI-first code editor with agents, background agents and fast autocomplete
🔥 Save 20% with annual billingAI pair programmer and coding agent across VS Code, JetBrains, the CLI and GitHub
🔥 Free Copilot for verified studentsBuild full-stack web apps by chatting, with Supabase and one-click deploy
🔥 Students & teachers: 50% off Pro for up to 12 monthsScrape, crawl and search the web as clean Markdown from your agent
🔥 Free plan: 1,000 credits every month, no card needed
02 Oct 2026 · 8 min read
Claude Code, a DevOps skill pack, a scanning layer, an agent dashboard, and three scoped MCP servers for errors, clusters and tickets.
devops claude-code mcp-servers
01 Oct 2026 · 8 min read
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google-antigravity setup-guide mcp
30 Sep 2026 · 8 min read
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github-copilot agent-mode mcpBrowse 296 apps, skills, subagents and MCP servers, mapped to the apps they work with.
See the ecosystem map