SERVER

LLMSlim memory

Rank #2,335

io.github.Thanatos9404/llmslim

Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.

4 versions

21 GitHub stars

by Thanatos9404 (1 servers)View repository ↗

First listed

Oct 11, 2026

Last publish date

Oct 24, 2026

PURPOSE

What you can do with LLMSlim memory

LLMSlim memory is a Model Context Protocol (MCP) server published by Thanatos9404. It ranks #2,335 of 152,347 active servers on MCP Toplist, and its repository has 21 GitHub stars. LLMSlim memory is listed across 2 registries — Official MCP and Glama, with 4 tracked versions. It was first listed on Oct 11, 2026 and most recently updated on Oct 24, 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.

CAPABILITIES AND LIMITATIONS

What LLMSlim memory can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using LLMSlim memory

DeclaredNo credentialsNo credentials declared

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 26, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

LLMSLIM_MEMORY_DB · optional
LLMSLIM_USER_ID · optional
LLMSLIM_AGENT_ID · optional

INSTALLATION AND FIRST TASK

Connect LLMSlim memory and confirm it works

Python package (PyPI)

claude mcp add llmslim -e "LLMSLIM_MEMORY_DB=<your LLMSLIM_MEMORY_DB>" -e "LLMSLIM_USER_ID=<your LLMSLIM_USER_ID>" -e "LLMSLIM_AGENT_ID=<your LLMSLIM_AGENT_ID>" -- uvx --from "llmslim[mcp]==0.11.2" llmslim mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.llmslim]
command = "uvx"
args = ["--from", "llmslim[mcp]==0.11.2", "llmslim", "mcp"]

[mcp_servers.llmslim.env]
LLMSLIM_MEMORY_DB = "<your LLMSLIM_MEMORY_DB>"
LLMSLIM_USER_ID = "<your LLMSLIM_USER_ID>"
LLMSLIM_AGENT_ID = "<your LLMSLIM_AGENT_ID>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "llmslim": {
      "command": "uvx",
      "args": [
        "--from",
        "llmslim[mcp]==0.11.2",
        "llmslim",
        "mcp"
      ],
      "env": {
        "LLMSLIM_MEMORY_DB": "<your LLMSLIM_MEMORY_DB>",
        "LLMSLIM_USER_ID": "<your LLMSLIM_USER_ID>",
        "LLMSLIM_AGENT_ID": "<your LLMSLIM_AGENT_ID>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "llmslim": {
      "command": "uvx",
      "args": [
        "--from",
        "llmslim[mcp]==0.11.2",
        "llmslim",
        "mcp"
      ],
      "env": {
        "LLMSLIM_MEMORY_DB": "<your LLMSLIM_MEMORY_DB>",
        "LLMSLIM_USER_ID": "<your LLMSLIM_USER_ID>",
        "LLMSLIM_AGENT_ID": "<your LLMSLIM_AGENT_ID>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "llmslim": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--from",
        "llmslim[mcp]==0.11.2",
        "llmslim",
        "mcp"
      ],
      "env": {
        "LLMSLIM_MEMORY_DB": "<your LLMSLIM_MEMORY_DB>",
        "LLMSLIM_USER_ID": "<your LLMSLIM_USER_ID>",
        "LLMSLIM_AGENT_ID": "<your LLMSLIM_AGENT_ID>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "llmslim": {
      "command": "uvx",
      "args": [
        "--from",
        "llmslim[mcp]==0.11.2",
        "llmslim",
        "mcp"
      ],
      "env": {
        "LLMSLIM_MEMORY_DB": "<your LLMSLIM_MEMORY_DB>",
        "LLMSLIM_USER_ID": "<your LLMSLIM_USER_ID>",
        "LLMSLIM_AGENT_ID": "<your LLMSLIM_AGENT_ID>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "llmslim": {
      "command": "uvx",
      "args": [
        "--from",
        "llmslim[mcp]==0.11.2",
        "llmslim",
        "mcp"
      ],
      "env": {
        "LLMSLIM_MEMORY_DB": "<your LLMSLIM_MEMORY_DB>",
        "LLMSLIM_USER_ID": "<your LLMSLIM_USER_ID>",
        "LLMSLIM_AGENT_ID": "<your LLMSLIM_AGENT_ID>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

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.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Oct 11, 2026
Latest version published: Oct 24, 2026
Version history: 4 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 26, 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 26, 2026

Registry sightings

Official MCP ↗listed since Oct 17, 2026 · still listed
Glama ↗listed since Oct 18, 2026 · still listed

Do you maintain LLMSlim memory? to correct or enrich this profile.

VERSIONS

Available versions (4)

Version	Published
0.11.2	Oct 24, 2026
0.11.1	Oct 17, 2026
0.11.0	Oct 17, 2026
0.10.1	Oct 17, 2026

STANDING

#2,335of 152,347 active serversTop 5%

Ranks ahead of 150,012 of 152,347 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.Thanatos9404%2Fllmslim.svg)](https://mcptoplist.com/server/io.github.Thanatos9404%2Fllmslim)

HTML

<a href="https://mcptoplist.com/server/io.github.Thanatos9404%2Fllmslim"><img src="https://mcptoplist.com/badge/io.github.Thanatos9404%2Fllmslim.svg" alt="MCP Toplist: Top 5% of 152,347" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains LLMSlim memory?: LLMSlim memory is maintained by Thanatos9404, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
Is LLMSlim memory listed on the Official MCP Registry?: Yes — LLMSlim memory is listed on the Official MCP Registry, alongside Glama.
How many versions does LLMSlim memory have?: MCP Toplist tracks 4 versions of LLMSlim memory, most recently published on Oct 24, 2026.
Where can I find the source code for LLMSlim memory?: The source code for LLMSlim memory is hosted at github.com/Thanatos9404/llmslim.

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