Local semantic memory for coding agents with Telegram bot and cron playbooks
memgrep is a local semantic memory system for coding agents that stores reusable playbooks in a SQLite + HNSW database with on-device embeddings. It includes a Telegram bot that drives a Cursor agent against a project folder, and supports cron-scheduled playbooks to avoid reinventing workflows. The tool solves the problem of LLMs rediscovering procedures and burning tokens on repetitive tasks.
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odek: AI agent with long-term semantic memory across sessions
odek is an AI agent that maintains a structured, semantic long-term memory across sessions, remembering user preferences, codebases, and goals without requiring re-explanation. It uses LLMs to process and store information in a three-tier memory system, solving the problem of session-only memory for users who need continuity in their interactions.
Replay coding-agent sessions on a 3D codebase map
Mindwalk replays coding-agent sessions on a 3D map of your codebase, letting developers visualize and debug agent actions spatially. It uses LLMs to power the coding agent whose sessions are replayed, helping developers understand agent behavior and codebase structure.
Coder: CLI tool to delegate coding tasks to background LLM agents
Coder is a CLI/plugin that lets developers dispatch coding tasks to background agents powered by Claude CLI or Codex CLI. It keeps the main session context clean and distributes workload across existing subscriptions. Built entirely with Claude Code, it is free and open source.
Euclis: shared project memory that captures decisions and blockers from chat and AI tools
Euclis is a free tool that automatically captures decisions, blockers, milestones, and insights from WhatsApp, Claude, Cursor, and the web, turning scattered chat into structured project memory. It helps teams and AI agents avoid starting from zero by providing persistent context. The tool uses LLMs to extract and organize information from conversations.
OneMind: per-project LLM memory via a single protocol file in git repos
OneMind is a concept for a protocol file (onemind.md) that, when placed in a git repository, enables per-project LLM memory by storing structured references and context. It aims to give LLMs persistent, project-specific memory without bloating the repo, solving the problem of LLMs lacking long-term context across sessions for developers.
