Real-time, provenance-invalidated cognitive cache for AI agents and RAG — build understanding once, reuse it everywhere, keep it fresh.
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 coalent --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env COALENT_MCP_TOKEN='<COALENT_MCP_TOKEN>' -- uvx coalent --watch '<WATCH>'~/.codex/config.toml
[mcp_servers.coalent]
command = "uvx"
args = ["coalent", "--watch", "<WATCH>"]
env = { OPENAI_API_KEY = "<OPENAI_API_KEY>", COALENT_MCP_TOKEN = "<COALENT_MCP_TOKEN>" }
# codex mcp add coalent --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env COALENT_MCP_TOKEN='<COALENT_MCP_TOKEN>' -- uvx coalent --watch '<WATCH>'~/.cursor/mcp.json
{
"mcpServers": {
"coalent": {
"command": "uvx",
"args": [
"coalent",
"--watch",
"<WATCH>"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"COALENT_MCP_TOKEN": "<COALENT_MCP_TOKEN>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"coalent": {
"type": "stdio",
"command": "uvx",
"args": [
"coalent",
"--watch",
"<WATCH>"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"COALENT_MCP_TOKEN": "<COALENT_MCP_TOKEN>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"coalent": {
"command": "uvx",
"args": [
"coalent",
"--watch",
"<WATCH>"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"COALENT_MCP_TOKEN": "<COALENT_MCP_TOKEN>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"coalent": {
"command": "uvx",
"args": [
"coalent",
"--watch",
"<WATCH>"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"COALENT_MCP_TOKEN": "<COALENT_MCP_TOKEN>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"coalent": {
"command": "uvx",
"args": [
"coalent",
"--watch",
"<WATCH>"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"COALENT_MCP_TOKEN": "<COALENT_MCP_TOKEN>"
}
}
}
}需要的环境变量
OPENAI_API_KEYCOALENT_MCP_TOKEN
把占位值换成你自己的密钥；不要把密钥提交到代码仓库。