The reconciling memory layer for AI agents (MCP). When a fact changes, such as a patient's medication or a customer's account status, the old value is retired and kept in history. High-stakes changes wait for human approval, and every change is on a signed audit trail.
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 vayl --env OPENAI_API_KEY='<OPENAI_API_KEY>' -- uvx vayl-mcp~/.codex/config.toml
[mcp_servers.vayl]
command = "uvx"
args = ["vayl-mcp"]
env = { OPENAI_API_KEY = "<OPENAI_API_KEY>" }
# codex mcp add vayl --env OPENAI_API_KEY='<OPENAI_API_KEY>' -- uvx vayl-mcp~/.cursor/mcp.json
{
"mcpServers": {
"vayl": {
"command": "uvx",
"args": [
"vayl-mcp"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"vayl": {
"type": "stdio",
"command": "uvx",
"args": [
"vayl-mcp"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"vayl": {
"command": "uvx",
"args": [
"vayl-mcp"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"vayl": {
"command": "uvx",
"args": [
"vayl-mcp"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"vayl": {
"command": "uvx",
"args": [
"vayl-mcp"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>"
}
}
}
}需要的环境变量
OPENAI_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。