I gave Claude a mass grave of 200 markdown files and now it remembers my entire project between sessions. No cloud, no API keys, one 10mb Go binary, and private. Stateless Agent Memory Engine is your synapse to the CLI.
SAME (Stateless Agent Memory Engine) is persistent memory for AI coding agents. It indexes your markdown notes locally — Obsidian vaults, Logseq graphs, or plain folders — and surfaces relevant context automatically through a 6-gate relevance chain. ~80% of prompts are correctly skipped so your agent isn't drowning in context it doesn't need.
12 MCP tools (9 read, 3 write): semantic search across your knowledge base, filtered search by domain/tag, federated search across multiple vaults, session context with pinned notes and handoffs, save decisions, create handoffs for the next session.
SQLite + Ollama embeddings on localhost. Falls back to keyword search without Ollama. No outbound network calls, no telemetry, no accounts. Your notes never leave your machine.
Works with Claude Code (hooks + MCP), Cursor, Windsurf, and any MCP client via stdio transport.
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"
]
}
}
}