MCP Memory
Rank #24,491io.github.GermaniU/mcp-memory
Local persistent memory for AI agents: SQLite + FTS5 (BM25) lexical search, zero external infra.
What you can do with MCP Memory
MCP Memory is a Model Context Protocol (MCP) server published by GermaniU. It ranks #24,491 of 151,203 active servers on MCP Toplist. MCP Memory is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Oct 17, 2026 and most recently updated on Oct 17, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What MCP Memory can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using MCP Memory
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 23, 2026. Not independently verified by MCP Toplist.
- DB_PATH · optional
Connect MCP Memory and confirm it works
claude mcp add mcp-memory -e "DB_PATH=<your DB_PATH>" -- docker run -i --rm --volume mcp-memory-data:/data ghcr.io/germaniu/mcp-memory:0.6.0 --stdioReplace each placeholder with your own value before saving.
[mcp_servers.mcp-memory]
command = "docker"
args = ["run", "-i", "--rm", "--volume", "mcp-memory-data:/data", "ghcr.io/germaniu/mcp-memory:0.6.0", "--stdio"]
[mcp_servers.mcp-memory.env]
DB_PATH = "<your DB_PATH>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"mcp-memory": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--volume",
"mcp-memory-data:/data",
"ghcr.io/germaniu/mcp-memory:0.6.0",
"--stdio"
],
"env": {
"DB_PATH": "<your DB_PATH>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"mcp-memory": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--volume",
"mcp-memory-data:/data",
"ghcr.io/germaniu/mcp-memory:0.6.0",
"--stdio"
],
"env": {
"DB_PATH": "<your DB_PATH>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"mcp-memory": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--volume",
"mcp-memory-data:/data",
"ghcr.io/germaniu/mcp-memory:0.6.0",
"--stdio"
],
"env": {
"DB_PATH": "<your DB_PATH>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"mcp-memory": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--volume",
"mcp-memory-data:/data",
"ghcr.io/germaniu/mcp-memory:0.6.0",
"--stdio"
],
"env": {
"DB_PATH": "<your DB_PATH>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"mcp-memory": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--volume",
"mcp-memory-data:/data",
"ghcr.io/germaniu/mcp-memory:0.6.0",
"--stdio"
],
"env": {
"DB_PATH": "<your DB_PATH>"
}
}
}
}Replace each placeholder with your own value before saving.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for MCP Memoryyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 17, 2026
- Latest version published
- Oct 17, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 23, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 23, 2026
- Official MCP ↗listed since Oct 17, 2026 · still listed
- Glama ↗listed since Oct 17, 2026 · still listed
Do you maintain MCP Memory? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 0.6.0 | Oct 17, 2026 |
Ranks ahead of 126,712 of 151,203 servers on MCP Toplist.
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.GermaniU%2Fmcp-memory)<a href="https://mcptoplist.com/server/io.github.GermaniU%2Fmcp-memory"><img src="https://mcptoplist.com/badge/io.github.GermaniU%2Fmcp-memory.svg" alt="MCP Toplist: Top 25% of 151,203" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MCP Memory?
- MCP Memory is maintained by GermaniU, which publishes 5 MCP servers (4 total versions) tracked on MCP Toplist.
- Is MCP Memory listed on the Official MCP Registry?
- Yes — MCP Memory is listed on the Official MCP Registry, alongside Glama.
- How many versions does MCP Memory have?
- MCP Toplist tracks 1 version of MCP Memory, most recently published on Oct 17, 2026.
- Where can I find the source code for MCP Memory?
- The source code for MCP Memory is hosted at github.com/GermaniU/mcp-memory.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.