SAME MCP
SAME is a local-first persistent memory engine for AI coding agents that provides 19 MCP tools for semantic search, note management, and decision tracking. It indexes markdown notes locally using SQLite and vector search, enabling agents to retain context, decisions, and handoffs across sessions without cloud dependencies or API keys.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Search and recall project notes and decisions across sessions
- Save structured decisions and generate session handoffs
- Query knowledge graphs to trace relationships between concepts
- Index and manage local markdown vaults for AI context
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
@sgx-labs/same 0.12.1
{
"version": "0.12.1",
"transport": "stdio",
"identifier": "@sgx-labs/same",
"registryType": "npm",
"registryBaseUrl": "https://registry.npmjs.org",
"packageArguments": [
{
"type": "positional",
"value": "mcp"
}
],
"environmentVariables": [
{
"name": "VAULT_PATH",
"isRequired": true,
"description": "Path to your markdown notes directory"
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"same-mcp": {
"command": "npx",
"args": [
"-y",
"@sgx-labs/same@0.12.1",
"mcp"
],
"env": {
"VAULT_PATH": "<YOUR_VAULT_PATH>"
}
}
}
}Cline
{
"mcpServers": {
"same-mcp": {
"command": "npx",
"args": [
"-y",
"@sgx-labs/same@0.12.1",
"mcp"
],
"env": {
"VAULT_PATH": "<YOUR_VAULT_PATH>"
}
}
}
}VS Code
{
"servers": {
"same-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@sgx-labs/same@0.12.1",
"mcp"
],
"env": {
"VAULT_PATH": "<YOUR_VAULT_PATH>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"same-mcp": {
"command": "npx",
"args": [
"-y",
"@sgx-labs/same@0.12.1",
"mcp"
],
"env": {
"VAULT_PATH": "<YOUR_VAULT_PATH>"
}
}
}
}Let your agent find its tools
Find servers like SAME MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.