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Dev tools · alternatives · 2026

24 alternatives to Piia Engram

Cross-vendor memory layer for AI coding tools

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1
    Mengram▲108

    AI memory that learns how you work — facts, events, and workflows that improve from failures. One memory across Claude Code, Cursor, Codex, and ChatGPT. Free tier, $5/mo.

    Feb 2026 · mengram.io · its alternatives →

  2. 2

    A new Emacs mode for AI-assisted coding (Claude Code style), with native Emacs buffers instead of a flickering terminal. Built on top of pi, a no-bs open source Claude Code alternative. It supports Claude, GPT, Gemini, Ollama. I've been using it daily for weeks. Demo video that says more than $NUMBER words: https://danielnouri.org/media/pi-coding-agent-demo.mp4 The key decision here is that we have two separate windows: chat history is a markdown-mode buffer, with beautiful rendering, unlimted scrollback, selective tool expansion where it matters, etc. The input window…

    May 2026 · pi.dev · its alternatives →

  3. 3

    The Universal Cross-Model Episodic Memory Standard. Local-first, project-scoped SQLite memory engine for Google Antigravity, Claude Code, Cursor, and Windsurf. Zero cloud lock-in. - timgordontg/engrim

    Sep 2026 · github.com · its alternatives →

  4. 4AP

    One memory, not one per tool. Cog gives AI agents a shared, structured memory layer using plain-text files — portable across Claude Code, Codex, Cursor, Gemini CLI, Windsurf, Copilot, and more.

    Mar 2026 · lab.puga.com.br · its alternatives →

  5. 5
    Atlaso▲216

    One memory for every AI you use

    Aug 2026 · atlaso.ai · its alternatives →

  6. 6
    PMB▲211

    PMB gives Claude Code, Cursor, Codex and Zed a real memory. Decisions, lessons and facts in one SQLite file on your disk. Offline, no API keys, no cloud.

    Jun 2026 · pmbai.dev · its alternatives →

  7. 7

    AI agent memory, everywhere. claude-mem is open-source memory for Claude Code; cmem links it to any MCP client — Cursor, Codex, more — via one private link.

    Dec 2025 · cmem.ai · its alternatives →

  8. 8

    Comprehensive memory management for Claude Code

    Mar 2026 · codeyam.com · its alternatives →

  9. 9
    Pizi▲131

    Your multi-file AI assistant powered by ChatGPT4

    2024 · pizi.ai · its alternatives →

  10. 10
    Skillkit▲252

    It's an open-source project that lets you create, translate, and work with multiple agents at the same time, and more.

    Feb 2026 · agenstskills.com · its alternatives →

  11. 11
    Engram▲3

    Engram gives AI coding agents persistent memory across sessions. 2,500 npm installs in the first five days. The problem: every Claude Code or Cursor session starts from zero. You re-explain your architecture, conventions, past decisions. CLAUDE.md helps but it's manual and doesn't scale. Engram runs as a native MCP server. One command to install, SQLite backend, no infrastructure. Three tiers of memory: Explicit: things you tell it to remember Implicit: behavioral patterns extracted from how you work (low confidence, reinforced over time) Synthesized: meta-observations generated during…

    Feb 2026 · engram.fyi · its alternatives →

  12. 12

    Persistent AI memory across Claude Desktop & Cursor IDE

    Oct 2025 · github.com · its alternatives →

  13. 13

    Persistent memory for AI coding agents

    Apr 2026 · contextpool.io · its alternatives →

  14. 14
    Pixcode▲76

    A self-hosted control room for AI coding agents

    May 2026 · github.com · its alternatives →

  15. 15
    Engram▲3

    Global, shared and reviewable memory layer for AI agents

    Sep 2026 · aiengram.xyz · its alternatives →

  16. 16

    Stop burning tokens. Make your agents up to 6x faster.

    Apr 2026 · engram-three.vercel.app · its alternatives →

  17. 17

    Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory — entirely offline. - raiyanyahya/recall

    Jun 2026 · github.com · its alternatives →

  18. 18
    GPS▲83

    Memory layer for LLMs that stores repo rules + past lessons

    May 2026 · github.com · its alternatives →

  19. 19

    Repo-native memory for coding agents

    Jul 2026 · github.com · its alternatives →

  20. 20

    One layer for memories, skills, and rules across any agent

    Feb 2026 · memories.sh · its alternatives →

  21. 21

    Give your agent tools to create beautiful, codebase-aware UI

    Apr 2026 · aidesigner.ai · its alternatives →

  22. 22

    Hey HN! I built Retain as the evolution of claude-reflect (github.com/BayramAnnakov/claude-reflect). The original problem: I use Claude Code/Codex daily for coding, plus claude.ai and ChatGPT occasionally. Every conversation contains decisions, corrections, and patterns I forget existed weeks later. I kept re-explaining the same preferences. claude-reflect was a CLI tool that extracted learnings from Claude Code sessions. Retain takes this further with a native macOS app that: - Aggregates conversations from Claude Code, claude.ai, ChatGPT, and Codex CLI - Instant full-text…

    Jan 2026 · github.com · its alternatives →

  23. 23

    Tired of AI coding tools that forget everything between sessions? Every time I open a new chat with Claude or fire up Copilot, I'm back to square one explaining my codebase structure. So I built something to fix this. It's called In Memoria. Its an MCP server that gives AI tools persistent memory. Instead of starting fresh every conversation, the AI remembers your coding patterns, architectural decisions, and all the context you've built up. The setup is dead simple: `npx in-memoria server` then connect your AI tool. No accounts, no data leaves your machine. Under the hood it's TypeScript +…

    2025 · github.com · its alternatives →

  24. 24
    Engram▲8

    Agent memory that knows what's still true

    Jul 2026 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →