memory-lean
Rank #11,274io.github.zamansheikh/memory-lean
Token-lean memory for AI agents: a knowledge graph searched cheaply. Drop-in for server-memory.
What you can do with memory-lean
memory-lean is a Model Context Protocol (MCP) server published by zamansheikh. It ranks #11,274 of 150,963 active servers on MCP Toplist, and its repository has 3 GitHub stars. memory-lean is listed across 2 registries — Official MCP and Glama, with 3 tracked versions. It was first listed on Oct 7, 2026 and most recently updated on Oct 16, 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 memory-lean 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 memory-lean
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 22, 2026. Not independently verified by MCP Toplist.
- MEMORY_FILE_PATH · optional
Connect memory-lean and confirm it works
claude mcp add memory-lean -e "MEMORY_FILE_PATH=<your MEMORY_FILE_PATH>" -- npx -y memory-leanReplace each placeholder with your own value before saving.
[mcp_servers.memory-lean]
command = "npx"
args = ["-y", "memory-lean"]
[mcp_servers.memory-lean.env]
MEMORY_FILE_PATH = "<your MEMORY_FILE_PATH>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"memory-lean": {
"command": "npx",
"args": [
"-y",
"memory-lean"
],
"env": {
"MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"memory-lean": {
"command": "npx",
"args": [
"-y",
"memory-lean"
],
"env": {
"MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"memory-lean": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"memory-lean"
],
"env": {
"MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"memory-lean": {
"command": "npx",
"args": [
"-y",
"memory-lean"
],
"env": {
"MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"memory-lean": {
"command": "npx",
"args": [
"-y",
"memory-lean"
],
"env": {
"MEMORY_FILE_PATH": "<your MEMORY_FILE_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 memory-leanyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 7, 2026
- Latest version published
- Oct 16, 2026
- Version history
- 3 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 22, 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 22, 2026
- Glama ↗listed since Oct 7, 2026 · still listed
- Official MCP ↗listed since Oct 9, 2026 · still listed
Do you maintain memory-lean? to correct or enrich this profile.
Available versions (3)
| Version | Published |
|---|---|
| 1.5.0 | Oct 16, 2026 |
| 1.4.1 | Oct 9, 2026 |
| 1.4.0 | Oct 9, 2026 |
Ranks ahead of 139,689 of 150,963 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.zamansheikh%2Fmemory-lean)<a href="https://mcptoplist.com/server/io.github.zamansheikh%2Fmemory-lean"><img src="https://mcptoplist.com/badge/io.github.zamansheikh%2Fmemory-lean.svg" alt="MCP Toplist: Top 10% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains memory-lean?
- memory-lean is maintained by zamansheikh, which publishes 2 MCP servers (4 total versions) tracked on MCP Toplist.
- Is memory-lean listed on the Official MCP Registry?
- Yes — memory-lean is listed on the Official MCP Registry, alongside Glama.
- How many versions does memory-lean have?
- MCP Toplist tracks 3 versions of memory-lean, most recently published on Oct 16, 2026.
- Where can I find the source code for memory-lean?
- The source code for memory-lean is hosted at github.com/zamansheikh/memory-lean.
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.