SERVER

Lians Agent Memory

Rank #5,971

io.github.ebeirne/lians

Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.

7 versions

16 GitHub stars

by ebeirne (2 servers)View repository ↗

First listed

Jun 24, 2026

Last publish date

Aug 2, 2026

PURPOSE

What you can do with Lians Agent Memory

Lians Agent Memory is a Model Context Protocol (MCP) server published by ebeirne. It ranks #5,971 of 167,945 active servers on MCP Toplist, and its repository has 16 GitHub stars. Lians Agent Memory is listed across 2 registries — Official MCP and Glama, with 7 tracked versions. It was first listed on Jun 24, 2026 and most recently updated on Aug 2, 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 Lians Agent 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 Lians Agent 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 Nov 3, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

LIANS_URL · optional
LIANS_API_KEY · optional
LIANS_AGENT_ID · optional
LIANS_LOCAL_DB · optional
LIANS_NAMESPACE · optional

INSTALLATION AND FIRST TASK

Connect Lians Agent Memory and confirm it works

Python package (PyPI)

claude mcp add lians -e "LIANS_URL=<your LIANS_URL>" -e "LIANS_API_KEY=<your LIANS_API_KEY>" -e "LIANS_AGENT_ID=<your LIANS_AGENT_ID>" -e "LIANS_LOCAL_DB=<your LIANS_LOCAL_DB>" -e "LIANS_NAMESPACE=<your LIANS_NAMESPACE>" -- uvx --from "lians-sdk[mcp]" lians-mcp lians-sdk

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.lians]
command = "uvx"
args = ["--from", "lians-sdk[mcp]", "lians-mcp", "lians-sdk"]

[mcp_servers.lians.env]
LIANS_URL = "<your LIANS_URL>"
LIANS_API_KEY = "<your LIANS_API_KEY>"
LIANS_AGENT_ID = "<your LIANS_AGENT_ID>"
LIANS_LOCAL_DB = "<your LIANS_LOCAL_DB>"
LIANS_NAMESPACE = "<your LIANS_NAMESPACE>"

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

Python package (PyPI)

{
  "mcpServers": {
    "lians": {
      "command": "uvx",
      "args": [
        "--from",
        "lians-sdk[mcp]",
        "lians-mcp",
        "lians-sdk"
      ],
      "env": {
        "LIANS_URL": "<your LIANS_URL>",
        "LIANS_API_KEY": "<your LIANS_API_KEY>",
        "LIANS_AGENT_ID": "<your LIANS_AGENT_ID>",
        "LIANS_LOCAL_DB": "<your LIANS_LOCAL_DB>",
        "LIANS_NAMESPACE": "<your LIANS_NAMESPACE>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "lians": {
      "command": "uvx",
      "args": [
        "--from",
        "lians-sdk[mcp]",
        "lians-mcp",
        "lians-sdk"
      ],
      "env": {
        "LIANS_URL": "<your LIANS_URL>",
        "LIANS_API_KEY": "<your LIANS_API_KEY>",
        "LIANS_AGENT_ID": "<your LIANS_AGENT_ID>",
        "LIANS_LOCAL_DB": "<your LIANS_LOCAL_DB>",
        "LIANS_NAMESPACE": "<your LIANS_NAMESPACE>"
      }
    }
  }
}

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": {
    "lians": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--from",
        "lians-sdk[mcp]",
        "lians-mcp",
        "lians-sdk"
      ],
      "env": {
        "LIANS_URL": "<your LIANS_URL>",
        "LIANS_API_KEY": "<your LIANS_API_KEY>",
        "LIANS_AGENT_ID": "<your LIANS_AGENT_ID>",
        "LIANS_LOCAL_DB": "<your LIANS_LOCAL_DB>",
        "LIANS_NAMESPACE": "<your LIANS_NAMESPACE>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "lians": {
      "command": "uvx",
      "args": [
        "--from",
        "lians-sdk[mcp]",
        "lians-mcp",
        "lians-sdk"
      ],
      "env": {
        "LIANS_URL": "<your LIANS_URL>",
        "LIANS_API_KEY": "<your LIANS_API_KEY>",
        "LIANS_AGENT_ID": "<your LIANS_AGENT_ID>",
        "LIANS_LOCAL_DB": "<your LIANS_LOCAL_DB>",
        "LIANS_NAMESPACE": "<your LIANS_NAMESPACE>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "lians": {
      "command": "uvx",
      "args": [
        "--from",
        "lians-sdk[mcp]",
        "lians-mcp",
        "lians-sdk"
      ],
      "env": {
        "LIANS_URL": "<your LIANS_URL>",
        "LIANS_API_KEY": "<your LIANS_API_KEY>",
        "LIANS_AGENT_ID": "<your LIANS_AGENT_ID>",
        "LIANS_LOCAL_DB": "<your LIANS_LOCAL_DB>",
        "LIANS_NAMESPACE": "<your LIANS_NAMESPACE>"
      }
    }
  }
}

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: Jun 24, 2026
Latest version published: Aug 2, 2026
Version history: 7 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Nov 3, 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: Nov 3, 2026

Registry sightings

Official MCP ↗listed since Jul 24, 2026 · still listed
Glama ↗listed since Jul 29, 2026 · still listed

Do you maintain Lians Agent Memory? to correct or enrich this profile.

VERSIONS

Available versions (7)

Version	Published
0.5.0	Aug 2, 2026
0.4.1	Jul 17, 2026
0.4.0	Jul 6, 2026
0.3.4	Jul 4, 2026
0.3.2	Jul 2, 2026
0.2.0	Jun 24, 2026
0.1.4	Jun 24, 2026

STANDING

#5,971of 167,945 active serversTop 5%

Ranks ahead of 161,974 of 167,945 servers on MCP Toplist.

Recent momentum

+15GitHub stars since Jul 27 (+1500%)

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.ebeirne%2Flians.svg)](https://mcptoplist.com/server/io.github.ebeirne%2Flians)

HTML

<a href="https://mcptoplist.com/server/io.github.ebeirne%2Flians"><img src="https://mcptoplist.com/badge/io.github.ebeirne%2Flians.svg" alt="MCP Toplist: Top 5% of 167,945" /></a>

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

FAQ

Frequently asked questions

Who maintains Lians Agent Memory?: Lians Agent Memory is maintained by ebeirne, which publishes 2 MCP servers (12 total versions) tracked on MCP Toplist.
Is Lians Agent Memory listed on the Official MCP Registry?: Yes — Lians Agent Memory is listed on the Official MCP Registry, alongside Glama.
How many versions does Lians Agent Memory have?: MCP Toplist tracks 7 versions of Lians Agent Memory, most recently published on Aug 2, 2026.
Where can I find the source code for Lians Agent Memory?: The source code for Lians Agent Memory is hosted at github.com/ebeirne/Lians2.

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