SocratiCode
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.
Knowledge & Memory (RAG)
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Install
npx -y socraticode
Paste the configuration above into your MCP client config (claude_desktop_config.json for Claude Desktop) and restart the client.
{
"mcpServers": {
"socraticode": {
"command": "npx",
"args": [
"-y",
"socraticode"
],
"env": {
"OLLAMA_URL": "<OLLAMA_URL>",
"QDRANT_URL": "<QDRANT_URL>",
"QDRANT_MODE": "<QDRANT_MODE>",
"GOOGLE_API_KEY": "<GOOGLE_API_KEY>",
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>",
"EMBEDDING_MODEL": "<EMBEDDING_MODEL>",
"EMBEDDING_PROVIDER": "<EMBEDDING_PROVIDER>"
}
}
}
}Paste the configuration above into your MCP client config (claude_desktop_config.json for Claude Desktop) and restart the client.
Sources: public MCP Server directories. This is an independent third-party directory with no affiliation to or endorsement from the maintainers of the listed servers.
