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lincforge/0xl0c1

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A method-of-loci agent for the physical world. Memory lives on the object, not the app. Remote MCP server (observe / ask / commit).

Обзор

Memory lives on the object, not the app: switch phones, assistants, or models and resume at the same physical place. A method-of-loci agent for the physical world. No new app. Point your phone, talk, and pin what you learned to the object in front of you. Come back later, on any device or assistant, and pick up where you left off. Built for the AI Tinkerers Global Hackathon — Seattle, Saturday 2026-09-12. Observe → commit → leave → come back on → ask → resume. You stand in front of a thing you own and don't fully understand — a furnace filter, a shutoff valve, a bike derailleur. You talk to the assistant you already have. observe records the object and the place you say it lives in. commit writes what you worked out, plus the question you left open. Weeks later, on a different phone and a different assistant, you point at the same object and ask hands the thread back — the lessons, the claims, and the open question. The server never receives an image.

README

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0xL0C1

A method-of-loci agent for the physical world. Memory lives on the object, not the app.

Registered pitch, verbatim:

Memory lives on the object, not the app: switch phones, assistants, or models and resume at the same physical place.

A method-of-loci agent for the physical world. No new app. Point your phone, talk, and pin what you learned to the object in front of you. Come back later, on any device or assistant, and pick up where you left off.

Built for the AI Tinkerers “Agents, Everywhere” Global Hackathon — Seattle, Saturday 2026-09-12.


What it does

Observe → commit → leave → come back on another assistant → ask → resume.

You stand in front of a thing you own and don’t fully understand — a furnace filter, a shutoff valve, a bike derailleur. You talk to the assistant you already have. observe records the object and the place you say it lives in. commit writes what you worked out, plus the question you left open. Weeks later, on a different phone and a different assistant, you point at the same object and ask hands the thread back — the lessons, the claims, and the open question.

Zero-pixel. The server never receives an image. No pixels held, no camera frames stored, no server-side OCR run. Identity arrives as text authored by the host assistant’s vision model — which we do not control and do not call — plus what the user says. The 20x25x1 MERV 11 printed on the filter reaches us because the host model transcribes it into a required string parameter, not because we look at the filter.

Four MCP tools: observe, ask, commit, list_spaces. Six multi-tenant tables with PostgreSQL 16 Row-Level Security (RLS): space, membership, place, object, lesson, claim.

Connect it

0xL0C1 (LINC Loci) is a multi-tenant remote MCP server over Streamable HTTP running on Google Cloud Run + Cloud SQL PostgreSQL 16 (RLS) + Vertex AI (text-embedding-004). There is no app to install — you attach it as a connector to an assistant you already use, either via OAuth 2.1 + PKCE or via a per-space capability URL:

Host How Auth Modes
Claude (Web / Desktop / iOS / Android) Settings → Connectors → Add custom connector → paste https://loci.lincinnovations.com/mcp (OAuth 2.1) or https://loci.lincinnovations.com/loci-/mcp OAuth 2.1 (S256 PKCE + Dynamic Client Registration) or per-space capability path
ChatGPT (Web / Mobile Developer Mode) Developer mode → add an MCP server → https://loci.lincinnovations.com/mcp or https://loci.lincinnovations.com/loci-/mcp OAuth 2.1 or capability path
Gemini Live / CLI / ADK Streamable HTTP MCP client pointed at https://loci.lincinnovations.com/mcp (Authorization: Bearer ) or /loci-/mcp OAuth 2.1 Bearer token or capability path
Открыть полный README на GitHub

Установка

This server does not publish a one-line install command.

Open the repository installation guide Новичок в MCP? Начните с руководства на mcpskill.org →