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MCS · Independent AI + Software Studio · Indiana, USA

Softwarethat works.Systemsthat think.

And a few experiments that might not.

MCS is a small studio in Indiana where commercial software and research projects share a bench. We build native apps, web products, and AI systems — and study what comes next.

Enter the work →

Fig. 01

Flow field · 1,100 agents · pointer-reactive

Position

39.77° N · 86.16° W

Lanes

AI · Web · Native · Experimental

State

Available for select projects

We are an independent studio where commercial software and experiments live in the same room. The apps pay attention to people. The experiments pay attention to machines. Both ship.

Independence is the point. No agency layers, no account managers, no forty-page proposals — just a small group who builds the thing and stays close to it afterward.

The work below is real and in use. The lab work is real and unfinished. We think it's healthier to show both.

01—Work

Three things
people actually use.

Native and web products shipped by the studio. Each one privacy-first, each one small enough to be finished.

Project 001·Native / iOS·2026·Shipped · Build 1.1

Wilderness
Vault

Survival intelligence. No signal required.

An offline-first survival guide for iPhone. Curated guides, offline maps, GPS track logging, and an on-device AI assistant — everything stored locally on the device. No account. No signal. No data collected.

Note 01
Offline-first
Note 02
On-device AI
Note 03
Zero data collected
Note 04
NWS alerts
Δ 0.0N 39.77W 86.16
Fig. 02 — Contour field
NOAA · NWSEPA AIRNOWRANGE 240 KMΔt 0:06:00
Fig. 03 — Radar composite

Project 002·Native / iOS·2026·Shipped

USA Weather Pro

Weather. Without the noise.

NOAA forecasts, live animated radar, severe alerts, and EPA air quality for any U.S. place. A quiet dark dashboard, plain-English insights, home and lock-screen widgets, offline-cached forecasts. No ads, no account, no tracking.

Data
NOAA / NWS
01
Air
EPA AirNow
02
Radar
Live · Animated
03
Alerts
Severe · NWS
04
Ads
Zero
05
Tracking
Zero
06

Project 003·Web·2026·Online

grep.tips

FEEDSIGNALt = 0.55 · grep
Fig. 04 — Feed → signal

The signal. Without the feed.

Tech news from the sources that matter, aggregated onto one calm surface. No login. No engagement bait. No unnecessary tracking. Just the signal.

  • No login01
  • No tracking02
  • One surface03

02—Lab

Experiment L-01 · AI harness · Active development

4anarchy

AI infrastructure for people who want more control.

The next-generation AI harness. An agent loop with a planner, a tool router, a critic, and a ship lane — being assembled in the workshop right now.

  1. Planner→
  2. Tools→
  3. Critic→
  4. Ship
  5. ↺
PLANNERCRITICSHIPTOOLSFIG. L-01 · HARNESS TOPOLOGYMEMORY = EPISODIC
Loop
planner → tools → critic → ship
Memory
episodic
Routing
tool router · locked system prompt
Status
active development
Release
soon
Origin
MCS workshop · IN

Note on the lab

The lab is where we build things before we know if they're products. Some become software. Some become lessons. A few are unlisted and may surface here later.

03—Capabilities

What the
bench holds.

Not a menu. The same small group moves between these depending on what the problem needs.

  1. 01

    AI systems

    Agents, retrieval, on-device inference — tied to a real workflow, not a demo.

    Harnesses · RAG · local models

  2. 02

    Web software

    Products and sites with a modern stack, measured performance, and nothing decorative.

    Products · sites · tooling

  3. 03

    Native applications

    Swift and SwiftUI, from concept to App Store. Privacy handled as a design constraint.

    iOS · widgets · offline-first

  4. 04

    Experimental projects

    Things that may not work yet. Built anyway, because that's how the other three improve.

    Research · prototypes · the lab

04—Studio

A small studio.
Deliberately.

MCS Developers started as a software studio and grew a research habit. Today the two are hard to separate: the commercial work funds the experiments, and the experiments keep the commercial work honest.

We're independent and intend to stay that way. It means fewer projects, closer attention, and the freedom to say no to things that shouldn't be built.

Location
Indiana, USA
Coordinates
39.77° N · 86.16° W
Structure
Independent
Products shipped
3 · in use
Experiments
1 public · more unlisted
Proposals
None over one page

05—Contact

Send a rough
outline.

Rough is fine. Tell us what you're building, or what you're curious about. We reply to people, not pipelines.

Write tocontact@mcsdevs.com↗

Response

Usually within a few days

Location

Indiana, USA