>_

OpenAI Codex project ideas

OpenAI's coding agent for the terminal, IDE and cloud, running GPT models including GPT-6 Astra.

Looking for ones that already exist? See Codex coding stack on aistack.sh, our directory of tested AI tool stacks.

What you'd build

MCP servers
8
Skills
7
SaaS products
7
CLI tools
5
Apps
2
Plugins
1
30
Codex ideas
28k
upvotes on the source threads
77
Reddit threads
8
weekend-sized builds

Build time vs. demand

Bar length = upvotes on the Reddit threads behind each idea

30 Codex ideas

Most upvoted first. Open a card for build steps and threads

▲ 3.3k
2 Reddit threads
Skill

Job application skill

Scores a job post against your CV, writes a tailored resume and tracks every application.

Claude Code logo>_1 to 2 weeks$29 one-time
How to build it
  1. 1Have the skill read a job URL and score it against your CV and must-haves.
  2. 2Generate a tailored resume PDF only for posts above your cutoff.
  3. 3Log each application and its status in a tracker file.
SKILL.mdResume templatePDF exportCSV trackerBuyer: Developers looking for work

The Reddit threads

▲ 2.7k
4 Reddit threads
App

Usage limit radar

A menu bar app that shows what's left of your Claude Code, Codex and Cursor limits before a task dies mid-run.

Claude Code logo>_Cursor logo1 to 2 weeks$5/mo
How to build it
  1. 1Read the session logs each agent writes locally and count tokens per usage window.
  2. 2Show the remaining budget per tool in the menu bar, with a warning at 80%.
  3. 3Charge for history and team views once the single-user app is solid.
Tauri or SwiftLocal session logsOS notificationsBuyer: Max, Pro and Ultra subscribers

The Reddit threads

▲ 2.6k
2 Reddit threads
CLI tool

Command output compressor

A proxy that trims noisy test and build output before it floods the agent's context.

Claude Code logo>_Cursor logo1 to 2 weeksFree core, $8/mo rule packs
How to build it
  1. 1Wrap test runners, builds and git log so only failures and summaries pass through.
  2. 2Count tokens saved per session so the value is obvious.
  3. 3Sell filter packs per framework and language.
Rust or GoShell wrapperPer-command filtersBuyer: Heavy agent users on usage caps

The Reddit threads

▲ 2.3k
1 Reddit thread
MCP server

Agent-to-agent chat bridge

A shared channel where Claude Code and Codex pass work to each other instead of you copy-pasting.

Claude Code logo>_Cursor logo1 to 2 weeksFree, paid hosted rooms
How to build it
  1. 1Expose post_message and read_messages tools over MCP.
  2. 2Give each agent a role so handoffs stay in order.
  3. 3Add a web view so you can watch the thread and step in.
MCP serverWebSocketSQLiteBuyer: Developers pairing two agents

The Reddit threads

▲ 2k
2 Reddit threads
Skill

Design taste skill

Gives the agent one clear visual style, so new screens stop coming out as generic AI UI.

Claude Code logo>_Weekend$39 per style pack
How to build it
  1. 1Write one SKILL.md per style with type, spacing, color and component rules.
  2. 2Add reference screenshots so the agent can match the look, not just the rules.
  3. 3Give one style away and sell the rest as packs.
SKILL.mdDesign tokensReference screenshotsBuyer: Indie hackers shipping UI with agents

The Reddit threads

▲ 1.8k
4 Reddit threads
SaaS

Pre-launch security scan

Checks a vibe-coded app for open databases, leaked keys and missing auth rules before launch.

Claude Code logo>_Cursor logoA month$29 per scan
How to build it
  1. 1Crawl the live app and test Firebase and Supabase rules for public reads and writes.
  2. 2Scan the client bundle for API keys that should never ship.
  3. 3Return fixes written as prompts the founder can paste into their agent.
Next.jsFirebase and Supabase rule checksHeadless browserBuyer: Non-technical founders before launch

The Reddit threads

▲ 1.6k
3 Reddit threads
SaaS

Skills and plugins directory

A searchable index of Claude Code skills and plugins with install commands, activity and safety notes.

Claude Code logo>_1 to 2 weeksFree, paid featured listings
How to build it
  1. 1Crawl GitHub for SKILL.md and marketplace.json files.
  2. 2Show install commands, stars, last update and which tools each one can run.
  3. 3Charge authors for featured spots and teams for private catalogs.
Next.jsGitHub APIScheduled crawlerBuyer: Skill authors and teams

The Reddit threads

▲ 1.5k
3 Reddit threads
Skill

Launch checklist skill

Walks the agent through auth, rate limits, backups and secrets before anything goes live.

Claude Code logo>_Weekend$19 one-time
How to build it
  1. 1Turn a production checklist into a SKILL.md with one section per risk.
  2. 2Bundle scripts that catch public database rules and committed secrets.
  3. 3Sell it as a one-time download with free updates.
SKILL.mdCheck scriptsMarkdown reportBuyer: Vibe coders about to launch

The Reddit threads

▲ 1.3k
2 Reddit threads
SaaS

Per-developer AI spend

Splits Cursor, Claude and Codex team bills by developer and repo, with alerts on spikes.

Claude Code logo>_Cursor logo1 to 2 weeks$4/seat/mo
How to build it
  1. 1Pull usage from each vendor's admin API every day.
  2. 2Map accounts to people and repos, then chart spend per week.
  3. 3Alert in Slack when someone spends 3x their normal day.
Vendor admin APIsPostgresSlack alertsBuyer: Engineering managers

The Reddit threads

Show 21 more ideas
▲ 1.1k
4 Reddit threads
Skill

Docs to skill converter

Turns a library's docs or a technical book into a skill the agent checks before it guesses an API.

Claude Code logo>_1 to 2 weeks$9/mo updates
How to build it
▲ 1.1k
3 Reddit threads
SaaS

Month-3 prototype rescue

Fixed-price cleanup for stalled vibe-coded apps: tests, structure and a real deploy pipeline.

Claude Code logo>_Cursor logoWeekend$1,500 per rescue
How to build it
  1. 1Sell a fixed-scope audit: architecture map, test coverage and top 10 risks.
  2. 2Have subagents write tests before any refactor starts.
  3. 3Upsell a monthly maintenance plan.
Claude CodeTest runnerGitHub ActionsBuyer: Non-technical founders stuck at month 3

The Reddit threads

▲ 1.1k
4 Reddit threads
App

Phone approvals for agents

A push notification when an agent needs you, with approve and deny right from the lock screen.

Claude Code logo>_1 to 2 weeks$6/mo
How to build it
  1. 1Use a Claude Code Notification hook to push when a session waits for input.
  2. 2Send the answer back through a small relay the session polls.
  3. 3Add Codex through its notify setting.
Notification hookPush relayReact NativeBuyer: Developers who leave agents running

The Reddit threads

▲ 1k
2 Reddit threads
MCP server

Local code search MCP

Semantic search over your repo that returns the right snippets instead of grep plus whole-file reads.

Claude Code logo>_Cursor logo1 to 2 weeksFree, $12/mo teams
How to build it
  1. 1Split the repo into functions and classes with tree-sitter and embed them locally.
  2. 2Expose a search tool that returns ranked snippets with file paths.
  3. 3Sell a shared index that stays current for teams.
MCP TypeScript SDKLocal embeddingsTree-sitterBuyer: Developers in large codebases

The Reddit threads

▲ 968
3 Reddit threads
CLI tool

Agent instructions linter

Scores CLAUDE.md, AGENTS.md and Cursor rules for bloat, contradictions and dead file paths.

Claude Code logo>_Cursor logoWeekendFree CLI, $9/mo CI
How to build it
  1. 1Parse each instructions file and count tokens per section.
  2. 2Flag rules that contradict each other or point at files that no longer exist.
  3. 3Sell a GitHub Action that comments when a pull request bloats the file.
Node CLIMarkdown parserGitHub ActionBuyer: Teams sharing one repo across agents

The Reddit threads

▲ 866
5 Reddit threads
MCP server

Shared agent memory

One memory store that Claude Code, Codex, Cursor and ChatGPT all read, so no session starts blank.

Claude Code logo>_Cursor logoChatGPT logo1 to 2 weeks$9/mo hosted
How to build it
▲ 860
3 Reddit threads
MCP server

Cross-model delegation MCP

Lets your agent hand a task to GPT, DeepSeek or a local model and compare cost and results.

Claude Code logo>_Cursor logo1 to 2 weeks$9/mo
How to build it
  1. 1Expose a delegate tool that sends a task and the files it needs to a chosen model.
  2. 2Return the answer with its cost and time.
  3. 3Track which model wins each kind of task and suggest routes.
MCP serverProvider APIsOllamaBuyer: Developers paying for more than one AI plan

The Reddit threads

▲ 606
3 Reddit threads
Skill

Your-voice writing skill

Learns how you write from past samples and strips the patterns that make text read as AI.

Claude Code logo>_Weekend$19 one-time
How to build it
  1. 1Collect 10 to 20 samples of the user's own writing into a reference file.
  2. 2List the words and punctuation readers flag as AI and check each draft against them.
  3. 3Sell shared voice profiles to small teams.
SKILL.mdWriting samplesPattern checklistBuyer: Founders writing posts, docs and emails with Claude

The Reddit threads

▲ 496
2 Reddit threads
MCP server

Clean web reader MCP

Fetches pages as clean Markdown or a short outline, so reading one docs page doesn't eat the context.

Claude Code logo>_Cursor logoChatGPT logoWeekendFree, $6/mo hosted
How to build it
  1. 1Strip navigation, ads and boilerplate and return Markdown.
  2. 2Offer an outline mode that lists headings and links first.
  3. 3Host a version that renders JavaScript-heavy pages.
MCP serverReadability parserHeadless ChromiumBuyer: Agent users who research while they build

The Reddit threads

▲ 495
3 Reddit threads
SaaS

Internal tools studio

Rebuild a local business's worst spreadsheet as a small app with your agent. Charge monthly.

Claude Code logo>_Cursor logoChatGPT logo1 to 2 weeks$500 setup + $100/mo
How to build it
▲ 382
2 Reddit threads
MCP server

MCP tool router

One MCP server in front of many, loading only the tools a task needs so context stays small.

Claude Code logo>_Cursor logoChatGPT logoA month$15/mo
How to build it
  1. 1Proxy several downstream MCP servers behind one endpoint.
  2. 2Expose a search_tools tool and load full tool schemas only on demand.
  3. 3Charge for hosted routing and shared team server lists.
MCP TypeScript SDKEmbeddings searchProxyBuyer: Power users with 10+ MCP servers

The Reddit threads

▲ 368
3 Reddit threads
MCP server

MCP for creative desktop apps

Lets Claude Code or Codex drive a CAD, video or game tool through that app's plugin or scripting layer.

Claude Code logo>_A month$20/mo per seat
How to build it
  1. 1Pick one app with a scripting or plugin layer and wrap its main actions as tools.
  2. 2Return renders or screenshots so the agent can check its own work.
  3. 3Sell to that app's user community first.
MCP serverApp scripting APIRender previewsBuyer: Engineers, editors and game makers

The Reddit threads

▲ 367
2 Reddit threads
Plugin

Second-opinion review

Sends every agent diff to a different model and shows exactly where the two reviews disagree.

Claude Code logo>_1 to 2 weeks$10/mo
How to build it
  1. 1Add a /second-opinion command that runs the diff through Codex in read-only mode.
  2. 2Merge both reviews into one list marked agree or disagree.
  3. 3Post the merged review as a pull request comment.
Claude Code pluginCodex CLIGitHub APIBuyer: Small teams without a second reviewer

The Reddit threads

▲ 258
3 Reddit threads
CLI tool

Parallel agent dashboard

A terminal UI that runs agents in separate worktrees and shows which one is waiting on you.

Claude Code logo>_A month$12/mo
How to build it
  1. 1Create one worktree and branch per task with a single command.
  2. 2Show each agent's state: working, waiting for approval, or done.
  3. 3Merge or throw away a worktree from the dashboard when the task ends.
Go or Rust TUIgit worktreetmuxBuyer: Developers running 3+ agents at once

The Reddit threads

▲ 249
2 Reddit threads
Skill

Solo founder ops skills

Skills for the work around the code: support replies, store listings, weekly metrics and launch posts.

Claude Code logo>_1 to 2 weeks$49 one-time
How to build it
  1. 1Write one skill per recurring job, starting with support replies and weekly metrics.
  2. 2Give each skill the templates and data exports it needs to run without questions.
  3. 3Sell the set and add a new skill each month.
One SKILL.md per taskStripe and App Store exportsMarkdown reportsBuyer: One-person app and SaaS companies

The Reddit threads

▲ 135
3 Reddit threads
Skill

Session handoff skill

Writes a tight handoff note when a session ends and loads it when the next one starts.

Claude Code logo>_WeekendFree, builds an audience
How to build it
  1. 1Write a SKILL.md that triggers on "wrap up" and "pick up where we left off".
  2. 2Save decisions, open tasks and file pointers to HANDOFF.md.
  3. 3Pair it with a SessionStart hook that loads the note automatically.
SKILL.mdMarkdown templateSessionStart hookBuyer: Anyone on a long-running project

The Reddit threads

▲ 128
3 Reddit threads
SaaS

Deploy for vibe coders

Reads the repo, picks hosting, sets secrets and explains the monthly cost in plain English.

Claude Code logo>_Cursor logoA month$15/mo per app
How to build it
  1. 1Detect the framework and database from the repo.
  2. 2Provision hosting and a database through provider APIs, then set secrets.
  3. 3Expose it as an MCP server so the agent can deploy for the user.
Provider APIsMCP serverNext.js dashboardBuyer: Non-technical builders

The Reddit threads

▲ 83
2 Reddit threads
CLI tool

MCP config sync

Keeps MCP servers in sync across Claude Code, Codex and Cursor, on every machine you use.

Claude Code logo>_Cursor logo1 to 2 weeks$4/mo sync
How to build it
  1. 1Read ~/.claude.json, ~/.codex/config.toml and ~/.cursor/mcp.json into one list.
  2. 2Edit once and write each tool's own format back.
  3. 3Sell encrypted sync of that list across machines.
Node CLIConfig adaptersEncrypted syncBuyer: Developers using 2+ agents

The Reddit threads

▲ 61
2 Reddit threads
MCP server

Read-only production database MCP

Lets the agent query production through a read-only role with row limits, so debugging can't break anything.

Claude Code logo>_Cursor logo1 to 2 weeks$19/mo per database
How to build it
  1. 1Connect with a database role that cannot write, and reject anything but SELECT.
  2. 2Cap returned rows and mask columns like emails and tokens.
  3. 3Log every query so the team can see what the agent looked at.
MCP serverRead-only database roleQuery logBuyer: Small teams debugging production with agents

The Reddit threads

▲ 33
3 Reddit threads
CLI tool

Agent switcher kit

Converts Cursor rules to AGENTS.md and CLAUDE.md and moves your MCP setup when you switch tools.

Claude Code logo>_Cursor logoWeekendFree, builds an audience
How to build it
  1. 1Read .cursor/rules and turn each rule into an AGENTS.md section.
  2. 2Copy MCP servers into the Codex and Claude Code config formats.
  3. 3Print what could not be converted.
Node CLIMarkdown transformsBuyer: Developers switching agents

The Reddit threads

▲ 22
4 Reddit threads
SaaS

MCP server trust score

Tests public MCP servers for uptime, source code and hidden instructions, then grades each one.

Claude Code logo>_Cursor logoChatGPT logoA monthFree directory, $49/mo API
How to build it

The threads behind them

Most upvoted Reddit posts

BID MCP server

Ask your agent what to build next

Connect Business Ideas Database to Claude Code, Codex or Cursor and search validated ideas, Reddit proof and keyword data without leaving the terminal.

# Claude Code
❯ claude mcp add --transport http bid \
https://businessideasdb.com/api/mcp \
--header "Authorization: Bearer $BID_KEY"
✓ Connected: search_ideas, get_idea
# then just ask
❯ find me a dev tool idea with real demand

Questions

What is OpenAI Codex?

Codex is OpenAI's coding agent. It runs locally as a CLI and IDE extension, and in the cloud, where it works on several tasks in parallel. It reads project instructions from AGENTS.md and connects to MCP servers.

What is the easiest Codex idea to start with?

Design taste skill: Gives the agent one clear visual style, so new screens stop coming out as generic AI UI. It is sized at weekend, and the threads behind it have 2k upvotes.

More vibe coding ideas

By agent and by build type

Your next idea is already validated.

You just haven't seen it yet.