LINC Innovations is an applied physical-AI and Hardware-in-the-Loop (HIL) verification lab based in Redmond, Washington (SAM.gov Active · UEI J2A7BNJQ9YM1 · CAGE 24EK2). We engineer real-time edge sensor systems, spatial Model Context Protocol (MCP) infrastructure, and automated physical-device verification for software operating in the physical world.
LINC Forge (lincforge.com) is our open-source engineering portal for physical-device verification harnesses and reproducible hardware benchmarks.
| Repository | Stack & Scope | License / Status |
|---|---|---|
nerve |
48-tool MCP server and CLI driving physical Android phones and paired Wear OS watches (ADB, UI hierarchy, logcat, JDWP live stack-frame debugger, and synchronized video capture). Install via uvx linc-nerve. |
Apache-2.0 · PyPI linc-nerve |
0xl0c1 (LOCI) |
Multi-tenant spatial memory bound to physical objects via Base32 spatial tags and OAuth 2.1 MCP endpoints (observe, ask, commit) on Google Cloud Run, Cloud SQL (Postgres RLS), and Vertex AI. |
Public · loci.lincinnovations.com |
mobile-agent-bench |
Pre-registered, reproducible benchmark of agent-operated mobile-device tooling on physical Samsung Galaxy S24 and Galaxy Watch7 silicon (600+ runs across v1, v2, and v3 with every transcript published). | Public Dataset · lincforge.com |
device-kit & cli-kit |
Shared hardware transport, device lease, and CLI primitives underlying the LINC HIL Bench. | Apache-2.0 |
- SniperPulse (sniperpulse.com): 100 Hz inertial measurement unit (IMU), acoustic impulse, and wearable biometric sensor fusion across iOS, watchOS, Android, Wear OS, and Garmin for NRL22 and PRS competition marksmanship.
- The Device Truth Audit (lincinnovations.com/audit): Fixed-scope 2-week Hardware-in-the-Loop diagnostic ($7,500 standard engagement, $2,500 scoped single-flow baseline, $15,000+ continuous bench retainer) root-causing hardware, BLE, sensor, and companion-watch failures on real silicon.
- Federal & Dual-Use R&D (lincinnovations.com/federal): SAM.gov active (
UEI J2A7BNJQ9YM1,CAGE 24EK2,NAICS 541715 · 541511 · 541512).