io.github.giancarloerra/socraticode
MCP server for local codebase indexing, semantic search, and code dependency graphs.
Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.
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EMBEDDING_PROVIDEREmbedding provider to use: ollama (default), openai, or google
OPENAI_API_KEYAPI key for OpenAI embeddings (required only when EMBEDDING_PROVIDER=openai)
GOOGLE_API_KEYAPI key for Google embeddings (required only when EMBEDDING_PROVIDER=google)
OLLAMA_URLURL of the Ollama server (default: auto-detected; Docker-managed or http://localhost:11434)
EMBEDDING_MODELEmbedding model name (defaults per provider: nomic-embed-text for ollama, text-embedding-3-small for openai, gemini-embedding-001 for google)
QDRANT_MODEQdrant mode: managed (default, Docker-managed) or external (user-provided instance)
QDRANT_URLFull URL for remote/cloud Qdrant (e.g. https://xyz.cloud.qdrant.io:6333). Only needed when QDRANT_MODE=external
QDRANT_API_KEYAPI key for remote Qdrant instance. Only needed when QDRANT_MODE=external
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