Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

Durable, searchable memory of your past agent sessions.

Headless knowledge base with bidirectional Markdown sync

Persistent, provider-neutral memory for Codex, Claude Code, OpenCode, Pi, and MCP coding agents.

Lightweight agent orchestration dev tool that lives in your repo

SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

Every past session, subagent, and workflow -- queryable by your agent, browsable by you

Artifact layer for agent-human representations. One API call, one SVG. Zero dependencies, renders in any markdown.

Portable project memory across Claude Code, Codex and OpenCode, plus token accounting measured from harness transcripts. Local file I/O, no API calls, no telemetry.

Tool-to-Agent Protocol: tools can be smart without embedded LLM calls.

🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust binary, zero config, fully offline.

Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Apache-2.0, ships as library / MCP server / HTTP cluster.

AI builder operating system. Turn Claude Code from a per-session tool into a workspace that remembers, maintains itself, and never goes stale. BASE = Builder's Automated State Engine.