A compact, scannable table of registry entries for quick discovery.
| Name | Category | Primary Capability | Install (short) | Security Rating |
| ------------------ | ------------------- | ---------------------------------- | ------------------------------------- | --------------- | ---- |
| Claude Desktop | Knowledge Retrieval | Local semantic search | npx claude-desktop install -y | Medium |
| Cursor | Knowledge Retrieval | Streaming retrieval & UI | curl -sSL https://install.cursor.dev | bash | High |
| Qdrant | Vector Stores | Production vector database | docker run qdrant/qdrant | High |
| Pinecone | Vector Stores | Hosted vector DB | npx @pinecone/cli install -y | High |
| Milvus | Vector Stores | Scalable vector store | docker run milvusdb/milvus | High |
| Weaviate | Vector Stores | Schema driven vectors | docker run weaviate | High |
| Chroma | Vector Stores | Embedded vector DB | pip install chromadb | Low |
| FAISS | Vector Stores (lib) | Local similarity library | pip install faiss-cpu | Low |
| Redis Stack | Vector Stores | In-memory vector search | docker run redis/redis-stack | High |
| Postgres | Data Stores | Relational DB | docker run postgres | High |
| CockroachDB | Data Stores | Distributed SQL | docker run cockroachdb/cockroach | High |
| Supabase | Data Stores | Managed Postgres + realtime | npx supabase init -y | High |
| DuckDB | Data Stores | Local analytical DB | pip install duckdb | Medium |
| ClickHouse | Data Stores | Columnar analytics | docker run yandex/clickhouse-server | Medium |
| SQLite | Data Stores | Embedded SQL | apt install sqlite3 -y | Low |
| Elasticsearch | Search | Full-text & vector search | docker run elasticsearch | High |
| Typesense | Search | Instant search | docker run typesense/typesense | High |
| Vespa | Search | Scalable hybrid serving | docker run vespaengine/vespa | High |
| Jupyter Server | ML Servers | Notebook server | pip install jupyterlab | High |
| Ollama | ML Servers | Local LLM hosting | brew install ollama | Medium |
| Llama.cpp | ML Servers | Local inference runtime | git clone ... && make | Medium |
| TensorFlow Serving | ML Servers | Model serving | docker run tensorflow/serving | Medium |
| MinIO | Infra | S3-compatible storage | docker run minio/minio | Medium |
| Kafka | Infra | Streaming platform | docker run confluentinc/cp-kafka | High |
| LocalStack | Infra | AWS emulator for integration tests | docker run localstack/localstack | Low |
Use this index for a fast overview; click into category files for a full quick-start and security profile. Last updated: 2026-01-28