# JH-builds/ai-mate-core

> Portable read-only context and memory core for MCP-compatible agents: serves persona, long-term memory, daily summaries and continuation cards via three MCP tools, keeping reads separate from writes.

- Magnitude: 0.0 out of 10 — Quiet
- Stars: 0 total · Not enough measurements today
- Star trust: star growth looks organic
- Category: AI agents · Language: TypeScript · License: MIT · Created: 2026-10-14 · Last push: 2026-10-14
- GitHub: https://github.com/JH-builds/ai-mate-core · Page: https://gitnova.dev/en/r/JH-builds/ai-mate-core

## Useful for

- Connect Core to an MCP client so an agent reads persona and memory from a shared store
- Import a prepared JSON file into a new data directory for offline setup
- Fetch a memory's original text by its id via core_read_source

## Why it’s here

- There are not enough fresh counter measurements for today's UTC day. The gain is unknown.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 0
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 0 per day
- Usual pace: 0 per day

## Stars per day, last 22 days (oldest → newest, today is partial)

2026-10-14 … 2026-11-04: 0, 0, 0, 0, 0, 0, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

10-22 0.0, 10-23 0.0, 10-24 0.0, 10-25 0.0, 10-26 0.0, 10-27 0.0, 10-28 0.0, 10-29 0.0, 10-30 0.0, 10-31 0.0, 11-01 0.0, 11-02 0.0, 11-03 0.0, 11-04 0.0

## More in this category

1. **KKKKhazix/agent-autoloop** — 9.1 · Breakout · AI agents · TypeScript · +1,718 stars measured 2026-11-04, 01:02–11:25 UTC, ≈ 2,993 by evening
   A lightweight scheduler for CLI agents (Claude Code, Codex, etc.): runs them in the background on events and schedules, and sends a card to a messenger or desktop when a decision is needed. Runs locally on Mac or Linux with no cloud and…
   Full card: https://gitnova.dev/en/r/KKKKhazix/agent-autoloop.md
2. **storytold/craft-anything** — 9.0 · Breakout · AI agents · Rust · +1,496 stars measured 2026-11-04, 00:17–11:25 UTC, ≈ 3,316 by evening
   A pure-Rust reverse-engineering engine with 284 tools that inspects websites, apps and games, then has a coding agent rebuild a similar version and checks the result against the original.
   Full card: https://gitnova.dev/en/r/storytold/craft-anything.md
3. **vercel-labs/agent-desktop** — 8.9 · Breakout · AI agents · Rust · +1,246 stars measured 2026-11-04, 00:17–11:25 UTC, ≈ 2,566 by evening
   Rust CLI that lets AI agents control desktop apps via macOS accessibility trees, with stable element refs and a snapshot-to-action loop. Combines a native binary with a C-ABI cdylib for Python/Swift/Go/Node bindings.
   Full card: https://gitnova.dev/en/r/vercel-labs/agent-desktop.md
4. **pingdotgg/t3code** — 8.5 · Breakout · AI agents · TypeScript · +1,007 stars measured 2026-11-04, 00:17–11:25 UTC, ≈ 2,156 by evening
   T3 Code is an agent harness control surface for agents on your machine, with mobile (iOS, Android), web and Electron desktop apps. It works with your Claude Code, Codex, Cursor, Grok Build, OpenCode and Google Antigravity subscriptions if…
   Full card: https://gitnova.dev/en/r/pingdotgg/t3code.md
5. **ccch1mneyyy/dsh-Go** — 8.5 · Breakout · AI agents · Dart · +1,253 stars measured 2026-11-04, 00:17–11:25 UTC, ≈ 2,438 by evening
   Unofficial Android client for DeepSeek Harness: runs DSH on the phone in a built-in Linux environment without root or Termux, and can also remotely control DSH on your computer.
   Full card: https://gitnova.dev/en/r/ccch1mneyyy/dsh-Go.md

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-11-04 11:40 UTC, updated every 30 minutes.