Adaptive Memory Graph — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Adaptive Memory Graph (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
<!-- mcp-name: io.github.raskolnikovdd/adaptive-memory-graph -->
An MCP server plugin that gives Claude persistent, intelligent memory across sessions. It stores knowledge as weighted, interconnected nodes in a graph that evolves through conversation — nodes that get used gain weight, unused ones decay and eventually archive.
Works with Claude Code and Claude Desktop.
pip install adaptive-memory-graphOr with uv:
uv pip install adaptive-memory-graphclaude mcp add adaptive-memory-graph -s user -- amg-serverAdd to your claude_desktop_config.json:
{
"mcpServers": {
"adaptive-memory-graph": {
"command": "amg-server"
}
}
}Config file location:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json| Tool | Description |
|---|---|
amg_load_index | Load lightweight graph index at session start |
amg_expand_branch | Fetch full node content when contextually relevant |
amg_get_connected_nodes | Find related nodes across domains |
amg_log_session | Log session summary at conversation end |
amg_update_graph | Process pending logs and apply weight decay |
amg_export_report | Generate human-readable graph summary |
amg_manual_adjust | Boost, decay, archive, or delete nodes |
amg_add_node | Add new nodes to the graph |
amg_search_nodes | Search nodes by title, summary, tags, or content |
amg_list_chat_sessions | List available Claude Code chat sessions for review |
amg_read_chat_session | Read a chat session's conversation content |
amg_load_index to get a lightweight summary of your memory graphNodes are stored as encrypted JSON on disk (~/.amg/graph.json.enc). The encryption key is stored in your macOS Keychain.
MIT
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.