Other · Remote MCP server

Spomory

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

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.lyf-wxy/spomory
Version
0.3.0
Status
Active
Category
other
Transport
Streamable HTTP, stdio (local process)
Package
PyPI
Published
2026-10-02
Updated
2026-10-02
Publisher
lyf-wxy (GitHub)
Repository
github.com/yliuai/spomory
Source
Registry API entry

Remote endpoints

TransportURLHeaders declared
Streamable HTTPhttps://api.yliuai.com/mcpNone
Streamable HTTPhttps://api.yliuai.com/mcp-apikeyx-api-key (required, secret)

Packages

RegistryPackageVersionTransportEnvironment variables
PyPIruntime: uvxspomory0.3.0stdioLLM_API_KEY (required, secret), LLM_BASE_URL, LLM_MODEL

How to connect Spomory

Spomory is a remote MCP server: there is nothing to install. Its endpoints are https://api.yliuai.com/mcp and https://api.yliuai.com/mcp-apikey, served over Streamable HTTP. In an assistant that accepts remote MCP servers (often under a setting named connectors, integrations or tools), add a new server and give it this URL; in a client configured by file, add it as a remote (HTTP) server with the same URL.

The registry entry declares an HTTP header for the connection: x-api-key (required, secret). A secret header usually carries an API key or token issued by the service; clients that accept custom headers set it with the server's URL.

It can also run locally from a Python package published to PyPI: spomory version 0.3.0. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx spomory. It reads these environment variables: LLM_API_KEY (required, secret), LLM_BASE_URL and LLM_MODEL; set them in the client's configuration for this server.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "spomory": {
      "command": "uvx",
      "args": [
        "spomory"
      ],
      "env": {
        "LLM_API_KEY": "<secret>",
        "LLM_BASE_URL": "<value>",
        "LLM_MODEL": "<value>"
      }
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

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