MCPLow riskUnclaimed

spomory

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

lyf-wxylyf-wxy/spomoryUpdated Oct 2, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.lyf-wxy/spomory",
  "description": "Explainable graph-retrieval memory engine with an RL-trained management policy.",
  "repository": {
    "url": "https://github.com/yliuai/spomory",
    "source": "github"
  },
  "version": "0.3.0",
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "spomory",
      "version": "0.3.0",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "runtimeArguments": [
        {
          "value": "spomory[mcp]",
          "type": "named",
          "name": "--from"
        },
        {
          "value": "spomory-mcp",
          "type": "positional"
        }
      ],
      "environmentVariables": [
        {
          "description": "API key for an OpenAI-compatible LLM provider, used for entity/relation extraction",
          "isRequired": true,
          "isSecret": true,
          "name": "LLM_API_KEY"
        },
        {
          "description": "OpenAI-compatible base URL",
          "default": "https://api.openai.com/v1",
          "name": "LLM_BASE_URL"
        },
        {
          "description": "Model name for extraction",
          "default": "gpt-4o-mini",
          "name": "LLM_MODEL"
        }
      ]
    }
  ],
  "remotes": [
    {
      "type": "streamable-http",
      "url": "https://api.yliuai.com/mcp"
    },
    {
      "type": "streamable-http",
      "url": "https://api.yliuai.com/mcp-apikey",
      "headers": [
        {
          "description": "API key from POST /users/register",
          "isRequired": true,
          "isSecret": true,
          "name": "x-api-key"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—python
Installs—pypi:spomory@0.3.0
Runs install scripts—None
Networkapi.yliuai.comapi.yliuai.com
Needs credentialsLLM_API_KEYx-api-keyLLM_API_KEYx-api-key
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #10.3.0latestOct 7, 2026