Local Memory
Rank #4,011io.github.studiomeyer-io/local-memory-mcp
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
Local Memory is a Model Context Protocol (MCP) server published by studiomeyer-io. It ranks #4,011 of 115,460 servers tracked on MCP Toplist, and its repository has 11 GitHub stars. Local Memory is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 3 tracked versions. It was first listed on Apr 18, 2026 and most recently updated on Aug 9, 2026.
Ranks ahead of 111,449 of 115,460 servers on MCP Toplist.
Use Local Memory
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add local-memory-mcp -e "MEMORY_DB_PATH=<your MEMORY_DB_PATH>" -e "MEMORY_EMBED_DISABLED=<your MEMORY_EMBED_DISABLED>" -e "MEMORY_EMBED_MODEL=<your MEMORY_EMBED_MODEL>" -e "MEMORY_EMBED_CACHE_DIR=<your MEMORY_EMBED_CACHE_DIR>" -- npx -y @studiomeyer/local-memory-mcpReplace each placeholder with your own value before saving.
[mcp_servers.local-memory-mcp]
command = "npx"
args = ["-y", "@studiomeyer/local-memory-mcp"]
[mcp_servers.local-memory-mcp.env]
MEMORY_DB_PATH = "<your MEMORY_DB_PATH>"
MEMORY_EMBED_DISABLED = "<your MEMORY_EMBED_DISABLED>"
MEMORY_EMBED_MODEL = "<your MEMORY_EMBED_MODEL>"
MEMORY_EMBED_CACHE_DIR = "<your MEMORY_EMBED_CACHE_DIR>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"local-memory-mcp": {
"command": "npx",
"args": [
"-y",
"@studiomeyer/local-memory-mcp"
],
"env": {
"MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
"MEMORY_EMBED_DISABLED": "<your MEMORY_EMBED_DISABLED>",
"MEMORY_EMBED_MODEL": "<your MEMORY_EMBED_MODEL>",
"MEMORY_EMBED_CACHE_DIR": "<your MEMORY_EMBED_CACHE_DIR>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"local-memory-mcp": {
"command": "npx",
"args": [
"-y",
"@studiomeyer/local-memory-mcp"
],
"env": {
"MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
"MEMORY_EMBED_DISABLED": "<your MEMORY_EMBED_DISABLED>",
"MEMORY_EMBED_MODEL": "<your MEMORY_EMBED_MODEL>",
"MEMORY_EMBED_CACHE_DIR": "<your MEMORY_EMBED_CACHE_DIR>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"local-memory-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@studiomeyer/local-memory-mcp"
],
"env": {
"MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
"MEMORY_EMBED_DISABLED": "<your MEMORY_EMBED_DISABLED>",
"MEMORY_EMBED_MODEL": "<your MEMORY_EMBED_MODEL>",
"MEMORY_EMBED_CACHE_DIR": "<your MEMORY_EMBED_CACHE_DIR>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"local-memory-mcp": {
"command": "npx",
"args": [
"-y",
"@studiomeyer/local-memory-mcp"
],
"env": {
"MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
"MEMORY_EMBED_DISABLED": "<your MEMORY_EMBED_DISABLED>",
"MEMORY_EMBED_MODEL": "<your MEMORY_EMBED_MODEL>",
"MEMORY_EMBED_CACHE_DIR": "<your MEMORY_EMBED_CACHE_DIR>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"local-memory-mcp": {
"command": "npx",
"args": [
"-y",
"@studiomeyer/local-memory-mcp"
],
"env": {
"MEMORY_DB_PATH": "<your MEMORY_DB_PATH>",
"MEMORY_EMBED_DISABLED": "<your MEMORY_EMBED_DISABLED>",
"MEMORY_EMBED_MODEL": "<your MEMORY_EMBED_MODEL>",
"MEMORY_EMBED_CACHE_DIR": "<your MEMORY_EMBED_CACHE_DIR>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.studiomeyer-io%2Flocal-memory-mcp)<a href="https://mcptoplist.com/server/io.github.studiomeyer-io%2Flocal-memory-mcp"><img src="https://mcptoplist.com/badge/io.github.studiomeyer-io%2Flocal-memory-mcp.svg" alt="MCP Toplist: Top 5% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 4 registries
studiomeyer-io
Other servers by studiomeyer-io
- StudioMeyer Video#8,506 · 2 vers
- Studiomeyer Memory#9,910 · 1 ver
- StudioMeyer Academy#14,403 · 2 vers
- MCP Tenant Pair#14,404 · 2 vers
- Stateless Migrator#14,414 · 3 vers
- Studiomeyer Geo#14,628 · 1 ver
- Studiomeyer Crm#15,370 · 1 ver
- StudioMeyer Personal Suite#16,144 · 2 vers
- MCP Hook Conformance#16,286 · 2 vers
- MCP Protocol Conformance#16,925 · 2 vers
- Tenant Context#18,152 · 2 vers
- MCP Server Attestation#18,560 · 2 vers
Available versions (3)
| Version | Published |
|---|---|
| 2.4.3 | Aug 9, 2026 |
| 2.4.0 | Aug 1, 2026 |
| 2.3.1 | Jun 22, 2026 |
Frequently asked questions
- Who maintains Local Memory?
- Local Memory is maintained by studiomeyer-io, which publishes 30 MCP servers (41 total versions) tracked on MCP Toplist.
- Is Local Memory listed on the Official MCP Registry?
- Yes — Local Memory is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.
- How many versions does Local Memory have?
- MCP Toplist tracks 3 versions of Local Memory, most recently published on Aug 9, 2026.
- Where can I find the source code for Local Memory?
- The source code for Local Memory is hosted at github.com/studiomeyer-io/local-memory-mcp.