nowfound

AI · February 19, 2026

Mengram

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.

Mengram launched on February 19, 2026 with 108 votes, #323 of 16,628 launches that month and more than 95% of that year's launches.

Visit mengram.io ↗Mengram alternativestop 2% of February 2026

What it does

AI memory API with 3 types: semantic (facts), episodic (events), and procedural (learned workflows). One API call extracts all three automatically. Killer feature: your agent completes a task → Mengram saves the steps → next time it already knows the optimal path with success/failure tracking. Works with Claude (MCP), LangChain, CrewAI, OpenClaw. Free, open-source, Apache 2.0.

Every tool you use writes to one memory graph — your projects, and the workflows it learns from every success and failure. Then every agent recalls it. Every new session starts from zero — same stack, same constraints, same speech. You fixed it Tuesday. It repeated it Thursday. Nothing learned in between. Every tool keeps its own little world. You are the only bridge. Mengram gives your AI memory: about you , about what happened , and about how you work — shared across every tool. Survives /clear , auto-compaction, and machine switches. Add the one-click Claude connector — or install the CLI for Claude Code, Cursor & Windsurf. Isolated memory per user_id — facts, events, and workflows that…from mengram.io

Does a similar job

all alternatives →
  • Claude-MemDec 2025 · cmem.ai · ▲115

    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.

  • ContextPoolApr 2026 · contextpool.io · ▲180

    Persistent memory for AI coding agents

  • Recall – Local project memory for Claude CodeJun 2026 · github.com · ▲138

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

  • Walrus MemoryJun 2026 · walrus.xyz · ▲85

    Enable agents to keep context & work across apps + sessions

  • MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5Aug 2026 · github.com · ▲70

    An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents. - fellowgeek/mcp-memory

  • EngramFeb 2026 · engram.fyi · ▲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…

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 17d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 16d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 18d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 20d ago · stillwet.art

  • Onepin▲384

    AI voiceover with every name, price and date said right

    AI · 30d ago · onepin.ai

  • A real-time world model you can explore and change

    AI · 28d ago · world.pixverse.video

Source: Product Hunt launch ↗

Launched alongside, February 2026

the whole month →
  • Rork Max▲1,428

    Best AI for iOS apps. Website that replaces Xcode

    Life & fun · Feb 2026 · rork.com

  • happycapy▲1,365

    The agent-native computer, for the rest of us

    AI · Feb 2026 · happycapy.ai

  • SuperX▲897

    All-in-one growth OS for serious 𝕏 creators

    AI · Feb 2026 · superx.so

  • KiloClaw▲868

    Hosted OpenClaw. No Mac mini required.

    Dev tools · Feb 2026 · kilo.ai

  • Feel closer and have more fun with your partner every day!

    AI · Feb 2026 · lovon.app

  • Hello my name is Ben Ward for the past 3 years I have been remastering the financial game Wall Street Raider created by Michael Jenkins originally on DOS in 1986. It has been a rough journey but I finally see the light at the end of the tunnel. I just recently redid the website and thought maybe the full story of how this project came to be would interest you all. Thank you for reading.

    Work · Feb 2026 · wallstreetraider.com