MCP server for local codebase indexing, semantic search, and code dependency graphs.
MCP server for local codebase indexing, semantic search, and code dependency graphs.
The first Qdrant‑based MCP/Claude Plugin/Skill that pairs auto‑managed, zero‑config local Docker deployment with AST‑aware code chunking, hybrid semantic + BM25 (RRF‑fused) code search, polyglot dependency graphs with circular‑dependency visualisation, symbol‑level Impact Analysis (blast‑radius & call‑flow tracing across 18 languages), and searchable infra/API/database artifacts in a single focused, zero-config and easy to use code intelligence engine.
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{
"mcpServers": {
"socraticode": {
"command": "npx",
"args": ["-y", "socraticode"],
"env": {
"QDRANT_URL": "your-value",
"QDRANT_API_KEY": "your-value",
"OLLAMA_URL": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| QDRANT_URL | Endpoint or connection string the server talks to. | Yes |
| QDRANT_API_KEY | Credential the server authenticates with. | Yes |
| OLLAMA_URL | Endpoint or connection string the server talks to. | Yes |
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