projectmem

What it does

Lightweight memory + judgment layer for AI coding agents. No daemon, no ports — just stdio MCP + plain-text JSONL in your repo. Captures bugs, failed attempts, and fixes inside your project, then warns at git commit before you repeat a known dead-end. 14 tools, ~600 LOC, open source, MIT, 100% local — your AI finally remembers what it tried last week.

projectmem is open-source coding agent memory: a local-first memory and judgment layer for Claude Code, Cursor, Codex, Antigravity, Grok and any MCP client — plus DeepSeek, GLM, Qwen and other local coding LLMs through universal mode. It records issues, attempts, fixes and decisions, then warns your agent before it repeats a failed approach. 100% local, MIT.

• 
  AgentmemoryMay 2026 · agent-memory.dev · ▲310

  Persistent memory for Claude Code, Codex & coding agents

• 
  MemoryCustodianJul 2026 · github.com · ▲145

  Repo-native memory for coding agents

• 
  MemoriMay 2026 · memorilabs.ai · ▲168

  Persistent memory from agent trace, not just conversation

• 
  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.

• 
  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

• 
  Kit For AIJul 2026 · kitforai.com · ▲83

  The memory layer for AI agents

• 
  Spira Maxima▲578

  Video model that turns script into viral social media videos

  AI · 17d ago · spira.ai

• 
  Rill Browser▲540

  The browser where Claude Code and Codex work beside you

  AI · 17d ago · rill.love

• 
  Germany's new sovereign AI model Kolibri▲424

  Kolibri is Aleph Alpha

  AI · 19d ago · tej.as

• 
  Giving Opus 5.5 a simulated paint canvas▲392

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

  AI · 20d ago · stillwet.art

• 
  PixVerse R2▲381

  A real-time world model you can explore and change

  AI · 29d ago · world.pixverse.video

• 
  Hemory▲381

  Keep listening. Searchable memory for your AI agents.

  AI · 29d ago · hemory.com

• 
  Brew ▲900

  Like Claude design for email marketing

  AI · May 2026 · brew.new

• 
  Kilo Code for VS Code▲896

  Parallel agents, diff reviewer, and multi-model comparisons

  Dev tools · May 2026 · kilo.ai

• 
  StoreClaw▲806

  Grow your store profits with agents that know how to sell

  AI · May 2026 · storeclaw.ai

• 
  PollyReach▲795

  Give your agent a real number and voice to make calls.

  AI · May 2026 · pollyreach.ai

• 
  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

  Life & fun · May 2026 · github.com

• 
  Files.md – Open-source alternative to Obsidian▲730

  🌱 Private, quiet space for thinking. Simple app for .md files. - zakirullin/files.md

  Dev tools · May 2026 · github.com