Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.
接入配置
选择客户端，复制配置，再按项目文档补齐环境变量。
claude mcp add genesys-memory --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env ANTHROPIC_API_KEY='<ANTHROPIC_API_KEY>' -- uvx genesys-memory~/.codex/config.toml
[mcp_servers.genesys-memory]
command = "uvx"
args = ["genesys-memory"]
env = { OPENAI_API_KEY = "<OPENAI_API_KEY>", ANTHROPIC_API_KEY = "<ANTHROPIC_API_KEY>" }
# codex mcp add genesys-memory --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env ANTHROPIC_API_KEY='<ANTHROPIC_API_KEY>' -- uvx genesys-memory~/.cursor/mcp.json
{
"mcpServers": {
"genesys-memory": {
"command": "uvx",
"args": [
"genesys-memory"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"genesys-memory": {
"type": "stdio",
"command": "uvx",
"args": [
"genesys-memory"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"genesys-memory": {
"command": "uvx",
"args": [
"genesys-memory"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"genesys-memory": {
"command": "uvx",
"args": [
"genesys-memory"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"genesys-memory": {
"command": "uvx",
"args": [
"genesys-memory"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>"
}
}
}
}需要的环境变量
OPENAI_API_KEYANTHROPIC_API_KEY
把占位值换成你自己的密钥；不要把密钥提交到代码仓库。