89
grade B
9 days ago
glama
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.
Install from
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// key findings
⚠️
Known vulnerabilities in dependencies: 1 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 4 credentials: GOOGLE_API_KEY, OLLAMA_API_KEY, OPENAI_API_KEY, QDRANT_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
EMBEDDING_CONTEXT_LENGTH— (auto-detected) Model context window in tokens. Auto-detected for known models. Set manually for custom models.config
EMBEDDING_DIMENSIONS— Defaults: EMBEDDING_MODEL=text-embedding-3-small, =1536. For higher quality, use text-embedding-3-large with EMBEDDING_DIMENSIONS=3072.config
EMBEDDING_MODEL— Defaults: =text-embedding-3-small, EMBEDDING_DIMENSIONS=1536. For higher quality, use text-embedding-3-large with EMBEDDING_DIMENSIONS=3072.config
EMBEDDING_PROVIDER— Multi-provider embeddings — Beyond Ollama, use OpenAI (text-embedding-3-small) or Google Generative AI (gemini-embedding-001) for cloud-based embeddings. Just set and your API key.config
EXTRA_EXTENSIONS— Custom file extensions — Projects with non-standard extensions (e.g. .tpl, .blade) can be included via env var or extraExtensions tool parameter. Works for both indexing and code graph.🔐 secret
GOOGLE_API_KEY— "": "AIza..."config
INCLUDE_DOT_FILESconfig
MAX_FILE_SIZE_MB— 5 Maximum file size in MB. Files larger than this are skipped during indexing. Increase for repos with large generated or data files you want indexed.🔐 secret
OLLAMA_API_KEY— (none) Optional API key for authenticated Ollama proxiesconfig
OLLAMA_HOSTconfig
OLLAMA_MODE— If you have [Ollama](https://ollama.com) installed natively, set =external and point to your instance:config
OLLAMA_PORT— 11435 Ollama container port (Docker mode). Ignored when OLLAMA_URL is set explicitly.config
OLLAMA_URL— "": "http://localhost:11434"🔐 secret
OPENAI_API_KEY— "": "sk-..."🔐 secret
QDRANT_API_KEY— (none) Qdrant API key (required for Qdrant Cloud and other authenticated deployments)config
QDRANT_GRPC_PORT— 16334 Qdrant gRPC port (managed mode only)config
QDRANT_HOST— localhost Qdrant hostname (alternative to QDRANT_URL for non-HTTPS external instances)config
QDRANT_MODE— The Qdrant container is managed automatically. If you set =external and point QDRANT_URL at a remote or cloud Qdrant instance, Docker is only needed for Ollama (embeddings) in that case.config
QDRANT_PORT— 16333 Qdrant REST API port (managed mode, or external without QDRANT_URL)config
QDRANT_URL— The Qdrant container is managed automatically. If you set QDRANT_MODE=external and point at a remote or cloud Qdrant instance, Docker is only needed for Ollama (embeddings) in that case.config
RESPECT_GITIGNORE— 2. .gitignore — All .gitignore files in the project (root and nested subdirectories). Set =false to skip .gitignore processing entirely.config
SEARCH_DEFAULT_LIMITconfig
SEARCH_MIN_SCOREconfig
SOCRATICODE_LOG_FILEconfig
SOCRATICODE_LOG_LEVEL— Structured logging — All operations are logged with structured context for observability. Log level configurable via .config
SOCRATICODE_PROJECT_ID— Set to share a single index across all directories of the same project.// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[](https://m8ven.ai/mcp/giancarloerra-socraticode-hugbmd)commit: 0896164442e340c234f37437cae11ebc65b139f5
code hash: 7af1b5fe87302d1e029b46f799df39f0a86651362c67074c3025293355cc077e
verified: 4/11/2026, 3:01:10 PM