EveryMCP

MCP Server

pgvector MCP

Run vector similarity search on PostgreSQL using the pgvector extension.

Memory & ContextSelf-hostedVector SearchSource: pgvector
Author
pgvector
Repository
https://github.com/pgvector/pgvector-mcp

Installation

Requires PostgreSQL with pgvector installed; standard PG connection string.

Use Cases

  • Semantic search
  • RAG retrieval
  • Embedding storage

Tags

vector-dbpostgresembeddingsrag

Need Implementation Help?

We can integrate pgvector MCP into your production stack, wire auth and policies, and ship a maintainable MCP setup.

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