The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Memory Vault
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
Install
$
docker run -i --rm ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1Claude Code
claude mcp add memory-vault -- docker run -i --rm ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1Cursor / Claude Desktop (mcp.json)
{
"mcpServers": {
"memory-vault": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1"
]
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
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