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#Similarity Search

#Similarity Search MCP Servers

Discover 5 MCP servers tagged with Similarity Search on the Vinkius App Catalog.

Oracle Vector DB

Oracle Vector DB

7 tools

Run vector similarity searches on Oracle 23ai. Execute VECTOR_DISTANCE queries, inspect schemas, list vector indexes, and query tables from any AI agent.

pgvector (Vector Database) MCP Server

pgvector (Vector Database) MCP Server

6 tools

Run vector similarity searches, manage embedding tables, and build AI-powered retrieval pipelines. All directly inside your existing PostgreSQL database.

DataStax Astra DB Vector MCP Server

DataStax Astra DB Vector MCP Server

7 tools

Manage Astra DB collections, documents, and perform vector similarity searches via DataStax directly from your AI agent.

Milvus (Open-Source Vector Database) MCP

Milvus (Open-Source Vector Database) MCP

7 tools

Manage vector storage via Milvus. Perform ANN searches, query scalar entities, and audit collections.

Zilliz Cloud

Zilliz Cloud

10 tools

Manage vector collections and perform similarity searches via Zilliz Cloud.