- Stateless Agent Memory Engine (SAME)
Stateless Agent Memory Engine (SAME)
Memory with integrity for AI coding agents. SAME tracks provenance, flags stale knowledge, and surfaces contradictions; so your AI trusts what's current, not what's outdated.
17 MCP tools: semantic search, cross-vault federation, session handoffs, decision logging, knowledge graph, trust-aware retrieval, consolidation, health analysis. Provenance on every write. Stale notes rank lower automatically. SQLite + vector search. Ollama, OpenAI, LM Studio, or keyword-only. One 12MB Go binary. No cloud, no API keys, no telemetry. Your notes never leave your machine. Claude Code, Cursor, Windsurf, Codex CLI, Gemini CLI, and any MCP client.
Tools
create_handoff
find_similar_notes
get_note
get_session_context
index_stats
recent_activity
reindex
save_decision
save_note
search_across_vaults
search_notes
search_notes_filtered
Server Config
{
"mcpServers": {
"same": {
"command": "npx",
"args": [
"-y",
"@sgx-labs/same",
"mcp",
"--vault",
"/path/to/your/notes"
]
}
}
}Recommend Servers
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