memo
Rank #1,747io.github.jagoff/memo
Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.
What you can do with memo
memo is a Model Context Protocol (MCP) server published by jagoff. It ranks #1,747 of 144,396 active servers on MCP Toplist, and its repository has 21 GitHub stars. memo is listed across 4 registries — Official MCP, PulseMCP, mcp.so and Glama, with 76 tracked versions. It was first listed on May 7, 2026 and most recently updated on Sep 1, 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 memo 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 memo
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 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect memo and confirm it works
claude mcp add memo -- uvx mlx-memo[mcp_servers.memo]
command = "uvx"
args = ["mlx-memo"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"memo": {
"command": "uvx",
"args": [
"mlx-memo"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"memo": {
"command": "uvx",
"args": [
"mlx-memo"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"memo": {
"type": "stdio",
"command": "uvx",
"args": [
"mlx-memo"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"memo": {
"command": "uvx",
"args": [
"mlx-memo"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"memo": {
"command": "uvx",
"args": [
"mlx-memo"
]
}
}
}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 memoyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 7, 2026
- Latest version published
- Sep 1, 2026
- Version history
- 76 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 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 16, 2026
- PulseMCP ↗listed since May 23, 2026 · still listed
- Official MCP ↗listed since Jul 2, 2026 · still listed
- mcp.so ↗listed since Jul 4, 2026 · still listed
- Glama ↗listed since Jul 29, 2026 · still listed
Do you maintain memo? to correct or enrich this profile.
Available versions (76)
| Version | Published |
|---|---|
| 4.16.0 | Sep 1, 2026 |
| 4.15.0 | Aug 31, 2026 |
| 4.14.10 | Aug 30, 2026 |
| 4.14.9 | Aug 30, 2026 |
| 4.14.8 | Aug 30, 2026 |
| 4.14.7 | Aug 29, 2026 |
| 4.14.6 | Aug 28, 2026 |
| 4.14.5 | Aug 28, 2026 |
| 4.14.4 | Aug 27, 2026 |
| 4.14.3 | Aug 26, 2026 |
| 4.14.2 | Aug 26, 2026 |
| 4.14.1 | Aug 25, 2026 |
| 4.14.0 | Aug 25, 2026 |
| 4.13.3 | Aug 19, 2026 |
| 4.13.2 | Aug 19, 2026 |
| 4.13.1 | Aug 18, 2026 |
| 4.13.0 | Aug 18, 2026 |
| 4.12.2 | Aug 17, 2026 |
| 4.12.1 | Aug 17, 2026 |
| 4.12.0 | Aug 17, 2026 |
| 4.11.3 | Aug 16, 2026 |
| 4.11.2 | Aug 16, 2026 |
| 4.11.1 | Aug 16, 2026 |
| 4.11.0 | Aug 15, 2026 |
| 4.10.2 | Aug 15, 2026 |
| 4.10.1 | Aug 14, 2026 |
| 4.10.0 | Aug 13, 2026 |
| 4.9.3 | Aug 6, 2026 |
| 4.9.2 | Aug 5, 2026 |
| 4.9.1 | Aug 5, 2026 |
| 4.9.0 | Aug 4, 2026 |
| 4.8.1 | Aug 3, 2026 |
| 4.8.0 | Aug 3, 2026 |
| 4.7.0 | Aug 1, 2026 |
| 4.6.2 | Jul 31, 2026 |
| 4.5.0 | Jul 29, 2026 |
| 4.4.6 | Jul 28, 2026 |
| 4.4.5 | Jul 28, 2026 |
| 4.4.4 | Jul 27, 2026 |
| 4.4.3 | Jul 27, 2026 |
| 4.4.2 | Jul 27, 2026 |
| 4.4.1 | Jul 26, 2026 |
| 4.4.0 | Jul 25, 2026 |
| 4.3.0 | Jul 25, 2026 |
| 4.2.0 | Jul 25, 2026 |
| 4.1.0 | Jul 24, 2026 |
| 4.0.1 | Jul 24, 2026 |
| 4.0.0 | Jul 23, 2026 |
| 3.12.1 | Jul 22, 2026 |
| 3.12.0 | Jul 22, 2026 |
| 3.11.0 | Jul 22, 2026 |
| 3.10.0 | Jul 21, 2026 |
| 3.9.0 | Jul 21, 2026 |
| 3.8.2 | Jul 21, 2026 |
| 3.8.1 | Jul 21, 2026 |
| 3.8.0 | Jul 20, 2026 |
| 3.7.0 | Jul 16, 2026 |
| 3.5.2 | Jul 15, 2026 |
| 2.12.17 | Jul 7, 2026 |
| 2.12.16 | Jul 7, 2026 |
| 2.12.15 | Jul 6, 2026 |
| 2.12.14 | Jul 6, 2026 |
| 2.12.13 | Jul 6, 2026 |
| 2.12.12 | Jul 6, 2026 |
| 2.12.11 | Jul 5, 2026 |
| 2.12.10 | Jul 5, 2026 |
| 2.12.6 | Jul 3, 2026 |
| 2.9.7 | Jul 1, 2026 |
| 2.9.5 | Jul 1, 2026 |
| 2.6.5 | Jun 30, 2026 |
| 2.6.3 | Jun 30, 2026 |
| 2.6.2 | Jun 30, 2026 |
| 2.6.1 | Jun 30, 2026 |
| 2.6.0 | Jun 30, 2026 |
| 2.3.3 | Jun 28, 2026 |
| 0.8.0 | May 21, 2026 |
Ranks ahead of 142,649 of 144,396 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.jagoff%2Fmemo)<a href="https://mcptoplist.com/server/io.github.jagoff%2Fmemo"><img src="https://mcptoplist.com/badge/io.github.jagoff%2Fmemo.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains memo?
- memo is maintained by jagoff, which publishes 2 MCP servers (76 total versions) tracked on MCP Toplist.
- Is memo listed on the Official MCP Registry?
- Yes — memo is listed on the Official MCP Registry, alongside PulseMCP, mcp.so and Glama.
- How many versions does memo have?
- MCP Toplist tracks 76 versions of memo, most recently published on Sep 1, 2026.
- Where can I find the source code for memo?
- The source code for memo is hosted at github.com/jagoff/memo.
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.