SERVER

Spomory

Rank #6,962

io.github.lyf-wxy/spomory

Explainable graph-retrieval memory engine with an RL-trained management policy.

6 versions

by yliuai (1 servers)View repository ↗Claim this server

First listed

Sep 8, 2026

Last publish date

Sep 22, 2026

OVERVIEW

Spomory is a Model Context Protocol (MCP) server published by yliuai. It ranks #6,962 of 137,492 servers tracked on MCP Toplist. Spomory is listed across 2 registries — Official MCP and Glama, with 6 tracked versions. It was first listed on Sep 8, 2026 and most recently updated on Sep 22, 2026.

STANDING

#6,962of 137,492 tracked serversTop 10%

Ranks ahead of 130,530 of 137,492 servers on MCP Toplist.

CONNECT

Use Spomory

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Remote · HTTP

claude mcp add --transport http spomory https://api.yliuai.com/mcp

Remote · HTTP

claude mcp add --transport http spomory https://api.yliuai.com/mcp-apikey

This endpoint requires authentication — see the server’s docs for credentials.

Python package (PyPI)

claude mcp add spomory -e "LLM_API_KEY=<your LLM_API_KEY>" -e "LLM_BASE_URL=<your LLM_BASE_URL>" -e "LLM_MODEL=<your LLM_MODEL>" -- uvx --from "spomory[mcp]" spomory-mcp spomory

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.spomory]
url = "https://api.yliuai.com/mcp"

Add to ~/.codex/config.toml.

Remote · HTTP

[mcp_servers.spomory]
url = "https://api.yliuai.com/mcp-apikey"

Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.

Python package (PyPI)

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

[mcp_servers.spomory.env]
LLM_API_KEY = "<your LLM_API_KEY>"
LLM_BASE_URL = "<your LLM_BASE_URL>"
LLM_MODEL = "<your LLM_MODEL>"

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

Remote · HTTP

https://api.yliuai.com/mcp

Settings → Connectors → “Add custom connector”, then paste this URL.

Remote · HTTP

https://api.yliuai.com/mcp-apikey

Settings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.

Python package (PyPI)

{
  "mcpServers": {
    "spomory": {
      "command": "uvx",
      "args": [
        "--from",
        "spomory[mcp]",
        "spomory-mcp",
        "spomory"
      ],
      "env": {
        "LLM_API_KEY": "<your LLM_API_KEY>",
        "LLM_BASE_URL": "<your LLM_BASE_URL>",
        "LLM_MODEL": "<your LLM_MODEL>"
      }
    }
  }
}

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

Remote · HTTP

{
  "mcpServers": {
    "spomory": {
      "url": "https://api.yliuai.com/mcp"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Remote · HTTP

{
  "mcpServers": {
    "spomory": {
      "url": "https://api.yliuai.com/mcp-apikey"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.

Python package (PyPI)

{
  "mcpServers": {
    "spomory": {
      "command": "uvx",
      "args": [
        "--from",
        "spomory[mcp]",
        "spomory-mcp",
        "spomory"
      ],
      "env": {
        "LLM_API_KEY": "<your LLM_API_KEY>",
        "LLM_BASE_URL": "<your LLM_BASE_URL>",
        "LLM_MODEL": "<your LLM_MODEL>"
      }
    }
  }
}

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

Remote · HTTP

{
  "servers": {
    "spomory": {
      "type": "http",
      "url": "https://api.yliuai.com/mcp"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Remote · HTTP

{
  "servers": {
    "spomory": {
      "type": "http",
      "url": "https://api.yliuai.com/mcp-apikey"
    }
  }
}

Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.

Python package (PyPI)

{
  "servers": {
    "spomory": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--from",
        "spomory[mcp]",
        "spomory-mcp",
        "spomory"
      ],
      "env": {
        "LLM_API_KEY": "<your LLM_API_KEY>",
        "LLM_BASE_URL": "<your LLM_BASE_URL>",
        "LLM_MODEL": "<your LLM_MODEL>"
      }
    }
  }
}

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

Remote · HTTP

{
  "mcpServers": {
    "spomory": {
      "serverUrl": "https://api.yliuai.com/mcp"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Remote · HTTP

{
  "mcpServers": {
    "spomory": {
      "serverUrl": "https://api.yliuai.com/mcp-apikey"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.

Python package (PyPI)

{
  "mcpServers": {
    "spomory": {
      "command": "uvx",
      "args": [
        "--from",
        "spomory[mcp]",
        "spomory-mcp",
        "spomory"
      ],
      "env": {
        "LLM_API_KEY": "<your LLM_API_KEY>",
        "LLM_BASE_URL": "<your LLM_BASE_URL>",
        "LLM_MODEL": "<your LLM_MODEL>"
      }
    }
  }
}

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

Remote · HTTP

{
  "mcpServers": {
    "spomory": {
      "url": "https://api.yliuai.com/mcp"
    }
  }
}

Remote · HTTP

{
  "mcpServers": {
    "spomory": {
      "url": "https://api.yliuai.com/mcp-apikey"
    }
  }
}

This endpoint requires authentication — see the server’s docs for credentials.

Python package (PyPI)

{
  "mcpServers": {
    "spomory": {
      "command": "uvx",
      "args": [
        "--from",
        "spomory[mcp]",
        "spomory-mcp",
        "spomory"
      ],
      "env": {
        "LLM_API_KEY": "<your LLM_API_KEY>",
        "LLM_BASE_URL": "<your LLM_BASE_URL>",
        "LLM_MODEL": "<your LLM_MODEL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.lyf-wxy%2Fspomory.svg)](https://mcptoplist.com/server/io.github.lyf-wxy%2Fspomory)

HTML

<a href="https://mcptoplist.com/server/io.github.lyf-wxy%2Fspomory"><img src="https://mcptoplist.com/badge/io.github.lyf-wxy%2Fspomory.svg" alt="MCP Toplist: Top 10% of 137,492" /></a>

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

REGISTRIES

Listed on 2 registries

Official MCP

Glama

ORGANIZATION

yliuai

Organization

yliuai

Servers in org

Versions across org

VERSIONS

Available versions (6)

Version	Published
0.2.1	Sep 22, 2026
0.2.0	Sep 21, 2026
0.1.3	Sep 19, 2026
0.1.2	Sep 18, 2026
0.1.1	Sep 17, 2026
0.1.0	Sep 8, 2026

FAQ

Frequently asked questions

Who maintains Spomory?: Spomory is maintained by yliuai, which publishes 1 MCP server (6 total versions) tracked on MCP Toplist.
Is Spomory listed on the Official MCP Registry?: Yes — Spomory is listed on the Official MCP Registry, alongside Glama.
How many versions does Spomory have?: MCP Toplist tracks 6 versions of Spomory, most recently published on Sep 22, 2026.
Where can I find the source code for Spomory?: The source code for Spomory is hosted at github.com/yliuai/spomory.

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