Local, private codebase intelligence for agents: hybrid semantic search, polyglot dependency graphs and symbol-level impact analysis.
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 socraticode --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env GOOGLE_API_KEY='<GOOGLE_API_KEY>' --env OLLAMA_API_KEY='<OLLAMA_API_KEY>' --env LMSTUDIO_API_KEY='<LMSTUDIO_API_KEY>' --env LITELLM_API_KEY='<LITELLM_API_KEY>' --env QDRANT_API_KEY='<QDRANT_API_KEY>' -- npx -y socraticode~/.codex/config.toml
[mcp_servers.socraticode]
command = "npx"
args = ["-y", "socraticode"]
env = { OPENAI_API_KEY = "<OPENAI_API_KEY>", GOOGLE_API_KEY = "<GOOGLE_API_KEY>", OLLAMA_API_KEY = "<OLLAMA_API_KEY>", LMSTUDIO_API_KEY = "<LMSTUDIO_API_KEY>", LITELLM_API_KEY = "<LITELLM_API_KEY>", QDRANT_API_KEY = "<QDRANT_API_KEY>" }
# codex mcp add socraticode --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env GOOGLE_API_KEY='<GOOGLE_API_KEY>' --env OLLAMA_API_KEY='<OLLAMA_API_KEY>' --env LMSTUDIO_API_KEY='<LMSTUDIO_API_KEY>' --env LITELLM_API_KEY='<LITELLM_API_KEY>' --env QDRANT_API_KEY='<QDRANT_API_KEY>' -- npx -y socraticode~/.cursor/mcp.json
{
"mcpServers": {
"socraticode": {
"command": "npx",
"args": [
"-y",
"socraticode"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>",
"LMSTUDIO_API_KEY": "<LMSTUDIO_API_KEY>",
"LITELLM_API_KEY": "<LITELLM_API_KEY>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"socraticode": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"socraticode"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>",
"LMSTUDIO_API_KEY": "<LMSTUDIO_API_KEY>",
"LITELLM_API_KEY": "<LITELLM_API_KEY>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"socraticode": {
"command": "npx",
"args": [
"-y",
"socraticode"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>",
"LMSTUDIO_API_KEY": "<LMSTUDIO_API_KEY>",
"LITELLM_API_KEY": "<LITELLM_API_KEY>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"socraticode": {
"command": "npx",
"args": [
"-y",
"socraticode"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>",
"LMSTUDIO_API_KEY": "<LMSTUDIO_API_KEY>",
"LITELLM_API_KEY": "<LITELLM_API_KEY>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"socraticode": {
"command": "npx",
"args": [
"-y",
"socraticode"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>",
"LMSTUDIO_API_KEY": "<LMSTUDIO_API_KEY>",
"LITELLM_API_KEY": "<LITELLM_API_KEY>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}需要的环境变量
OPENAI_API_KEYGOOGLE_API_KEYOLLAMA_API_KEYLMSTUDIO_API_KEYLITELLM_API_KEYQDRANT_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。