# Glen-Web-App/best-agent-memory-mcp

> A ranked comparison of 25 memory MCP servers that give AI agents long-term memory across sessions, covering storage, capture model, team sharing, license and live stars. Maintained by the Glen team, with Glen ranked first.

- Magnitude: 3.1 out of 10 — Early signal
- Stars: 235 total · +2 stars measured 2026-11-09, 00:04–01:29 UTC, ≈ 37 by evening
- Star trust: star growth looks organic
- Category: AI agents · License: CC0-1.0 · Created: 2026-11-05 · Last push: 2026-11-05
- GitHub: https://github.com/Glen-Web-App/best-agent-memory-mcp · Page: https://gitnova.dev/en/r/Glen-Web-App/best-agent-memory-mcp

## Useful for

- Pick a memory MCP server for Claude Code or Cursor based on storage and capture model
- Compare self-hosted options like Hindsight, Basic Memory or Graphiti against hosted services
- Check licensing and team-sharing support before adopting a memory server

## Why it’s here

- Star-counter measurements on 2026-11-09 (UTC), 00:04–01:29: 233 → 235 stars (+2). This is the change over that interval.
- Estimated end-of-day forecast: about +37 stars, using observed gains and the previous day.
- The repository is 4 days old and already has 235 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.

## 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: 8
- Issues and pull requests: 0
- Watchers: 1
- Average over the last week: 54 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 2

## Stars per day, last 5 days (oldest → newest, today is partial)

2026-11-05 … 2026-11-09: 69, 76, 50, 38, 2

## Magnitude by day, last 4 days

11-06 5.4, 11-07 5.3, 11-08 4.5, 11-09 3.1

## More in this category

1. **DIYgod/pinky** — 7.6 · Early signal · AI agents · Go · +47 stars measured 2026-11-09, 00:02–01:27 UTC, ≈ 627 by evening
   Pinky lets AI agents (Claude Code, Codex, Cursor, etc.) operate a real iPhone or Android phone over MCP while you watch from your computer and approve risky steps. Pinky's gateway enforces approvals for payments, transfers and other risky…
   Full card: https://gitnova.dev/en/r/DIYgod/pinky.md
2. **JuneYaooo/rea-video** — 7.3 · Breakout · AI agents · Python · +75 stars measured 2026-11-09, 00:02–01:27 UTC, ≈ 764 by evening
   A skill for AI coding agents that reverse-engineers any video shot by shot, identifying whether each shot is live-action, AI-generated, 3D, or code-driven, and producing a replication plan.
   Full card: https://gitnova.dev/en/r/JuneYaooo/rea-video.md
3. **vercel-labs/agent-browser** — 7.0 · Breakout · AI agents · Rust · +69 stars measured 2026-11-09, 00:02–01:28 UTC, ≈ 635 by evening
   A Rust CLI for browser automation aimed at AI agents: it opens pages, clicks elements, fills forms, and takes screenshots via simple commands.
   Full card: https://gitnova.dev/en/r/vercel-labs/agent-browser.md
4. **lxe/phoneuse** — 6.3 · Early signal · AI agents · C · +16 stars measured 2026-11-09, 00:02–01:28 UTC, ≈ 235 by evening
   Tool to see and operate an unmodified iPhone from a Linux PC: screen arrives over AirPlay while the PC acts as a Bluetooth mouse and keyboard. Includes a CLI and MCP server for agents.
   Full card: https://gitnova.dev/en/r/lxe/phoneuse.md
5. **ranxianglei/billion-context** — 5.5 · Breakout · AI agents · TypeScript · +59 stars measured 2026-11-09, 00:02–01:28 UTC, ≈ 488 by evening
   A context-compression proxy plugin between a coding agent and the model API: folds conversation history into layered summaries, saves tokens, and lets a single session run for months within a small context window.
   Full card: https://gitnova.dev/en/r/ranxianglei/billion-context.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 2026-11-09 01:38 UTC, updated every 30 minutes.