The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Wax
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift
Install
npx -y waxmcp@latest installclaude mcp add wax -- npx -y waxmcp@latest install{
"mcpServers": {
"wax": {
"command": "npx",
"args": [
"-y",
"waxmcp@latest",
"install"
]
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →Chat dies. Wax does not. One local .wax file for Claude, Codex, Hermes, Cursor, and Apple Foundation Models. Searchable memory on disk. No account. No hosted vector DB.
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npx -y waxmcp@latest install
That stages the MCP server, MiniLM runtime, and operator skill on Apple Silicon. Wire one host, paste the playbook, and the next session can remember / recall. If this is the memory layer you wanted, star the repo so other agents find it.
What Wax is
Wax is a shared memory file for agents and on-device models.
Claude Code ─┐
Codex ───────┤
Cursor ──────┼─ MCP ─→ one HTTP writer ─→ ~/.wax/memory.wax
Grok ────────┤
OpenClaw ────┘
Hermes ──────── native wax-memory provider ─↗
iPhone / Mac app ── Memory + Foundation Models tools ─↗
The store is one file. Documents, FTS5 text search, CoreML vectors, and a WAL live inside it. iCloud or AirDrop the file to another Mac or iPhone. Identical MCP servers share one broker daemon automatically; a differently-configured second process fails fast with sharing guidance, so two or more hosts share http://127.0.0.1:3000/mcp.
What you get that a host scratchpad does not:
- Claude, Codex, Cursor, and Hermes read and write the same memories.
rememberdoes not call an LLM to extract facts. You store a sentence; hybrid search finds it later.- Apple Foundation Models get
waxRemember/waxRecall/waxSearchas on-device tools. - Hermes can drop
MEMORY.mdcuration and use the nativewax-memoryprovider (handoffs, turn sync,wax_remember/wax_recall).
Host playbook: wax-mcp-hosts.md
Agent Quick Start
Give Claude Code, Cursor, Codex, Hermes, OpenClaw, Muse Code, or Windsurf a memory that survives the chat.
Installing the server is not enough. Hosts ignore MCP tool descriptions unless an always-on file says when to write. Paste a block below after you wire the host.
1. Stage the server once
npx -y waxmcp@latest install
Claude-only can use stdio. Two or more clients must share one HTTP server on http://127.0.0.1:3000/mcp. A differently-configured second process on ~/.wax/memory.wax fails fast instead of locking silently.
Host wire-up (Claude, Codex, Cursor, Hermes, OpenClaw, Muse)
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