Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
{
"mcpServers": {
"same": {
"args": [
"-y",
"@sgx-labs/same",
"mcp",
"--vault",
"/path/to/your/notes"
],
"command": "npx"
}
}
}Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
Is it safe?
No known CVEs for same.
No authentication — any process on your machine can connect.
License not specified.
Is it maintained?
Last commit 4 days ago. 14 stars. 8 weekly downloads.
Will it work with my client?
Transport: stdio, sse, http. Works with Claude Desktop, Cursor, Claude Code, and most MCP clients.
Context cost
18 tools. ~700 tokens (0.4% of 200K).
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
npx -y same 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
search_notesSemantic search across your knowledge base
search_notes_filteredSearch with domain/tag/agent filters
search_across_vaultsFederated search across multiple vaults
get_noteRead full note content by path
find_similar_notesDiscover related notes
get_session_contextPinned notes + latest handoff + git state
recent_activityRecently modified notes
save_noteCreate or update a note
save_decisionLog a structured project decision
create_handoffWrite a session handoff
This server is missing a description.If you've used it, help the community.
Add informationNo known vulnerabilities.
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