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7 days ago

glama

Qdrant MCP Server

A unified Docker container that runs Qdrant vector database and provides REST API and MCP interfaces for vector storage and semantic search, compatible with Claude vector hooks.

→ stigenai/qdrant-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 1 credential: 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.

configQDRANT_MCP_CONFIG

configQDRANT_DATA_PATH— Data storage path (default: /qdrant/storage)

configQDRANT_SNAPSHOTS_PATH— Snapshots path (default: /qdrant/snapshots)

configQDRANT_LOG_PATH

configQDRANT_HOST— Qdrant server host (default: localhost)

configQDRANT_PORT— Qdrant server port (default: 6333)

configQDRANT_GRPC_PORT

configCOLLECTION_NAME— Default collection (default: claude_vectors)

configEMBEDDING_MODEL— Model name (default: all-MiniLM-L6-v2)

configVECTOR_SIZE— Vector dimensions (default: 384)

configMAX_TOKENS— Max tokens before vectorization (default: 512)

configTOP_K

configMIN_SCORE

configAPI_HOST— API server host (default: 0.0.0.0)

configAPI_PORT— API server port (default: 8000)

configAPI_LOG_LEVEL

configMCP_PORT— MCP HTTP server port (default: 8001)

configMCP_SERVER_NAME

configMCP_SERVER_VERSION

configLOG_PATH

configLOG_LEVEL

🔐 secretAPI_KEY— Optional API key for authentication

configENABLE_TLS— Enable HTTPS (default: false)

configQDRANT_MCP_HOST

configQDRANT_MCP_PORT

configQDRANT_MCP_API— export ="http://your-server:8000"

configQDRANT_MCP_VERIFY_SSL

configQDRANT_MCP_SSL_CERT

configQDRANT_MCP_CA_BUNDLE

configQDRANT_MCP_CA_CERTS_DIR

configREQUESTS_CA_BUNDLE

// 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

[![M8ven Score](https://m8ven.ai/badge/mcp/stigenai-qdrant-mcp-lzyx93)](https://m8ven.ai/mcp/stigenai-qdrant-mcp-lzyx93)

commit: ef9dda918bf817e42e41723ec8384cc55def2338

code hash: cfa053ff517c6c02d1ee985ffd500fb03efa8b4f5944a473cb2f3d3e777584cc

verified: 6/22/2026, 12:48:18 PM

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