WhiteMagic

A local-first memory layer for MCP agents.

WhiteMagic gives an AI agent durable project memory over MCP: record important context, find it after restart, and carry useful decisions into the next session — without sending your memory store to any hosted service.

You are an agent reading this repo? Start with skill.md (five-minute operational onboarding) and llms.txt (machine-readable index).

{
  "mcpServers": {
    "whitemagic": {
      "command": "wm",
      "args": ["--store", "/absolute/path/to/whitemagic/gen3", "serve", "--profile", "cyberbrain"]
    }
  }
}

Check the claims instead of trusting them

Five-minute verification path: VERIFY.md — source, the zero-egress proof you can run yourself, release signatures and SBOMs, and what a receipt signature does not establish. Security posture in SECURITY-INSIGHTS.yml; who decides what in GOVERNANCE.md.

Verified Standards & Benchmark Scorecard (November 2026)

The separate 2 November controlled answer trial used 24 fresh questions, native candidate 7f37a368, and Qwen2.5-0.5B Q4_K_M. Required evidence was present in all 22 support-bearing cases, but complete answer/state/citation delivery passed 0/24. Seven of 21 answerable cases had the correct value with irrelevant citations; four outputs were invalid and two held cases received inappropriate answers. This small fictional workload does not grade the configured product answer path or establish general model performance. Earlier replay inputs and raw results remain retained; they are not rescored as independent evidence.

Hosted services (separate from the local package)

• Remote MCP — https://mcp.whitemagic.dev/mcp (streamable-http): read-only recall over a curated public corpu

... View full README on GitHub