pgvector
Rank #61,483io.github.mittalpk/pgvector
Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables
pgvector is a Model Context Protocol (MCP) server published by mittalpk. It ranks #61,483 of 115,591 servers tracked on MCP Toplist. pgvector is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Jul 21, 2026 and most recently updated on Jul 21, 2026.
Ranks ahead of 54,108 of 115,591 servers on MCP Toplist.
Use pgvector
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add pgvector -e "DATABASE_URL=<your DATABASE_URL>" -e "MCP_PGVECTOR_READ_ONLY=<your MCP_PGVECTOR_READ_ONLY>" -- uvx mcp-server-pgvectorReplace each placeholder with your own value before saving.
[mcp_servers.pgvector]
command = "uvx"
args = ["mcp-server-pgvector"]
[mcp_servers.pgvector.env]
DATABASE_URL = "<your DATABASE_URL>"
MCP_PGVECTOR_READ_ONLY = "<your MCP_PGVECTOR_READ_ONLY>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"pgvector": {
"command": "uvx",
"args": [
"mcp-server-pgvector"
],
"env": {
"DATABASE_URL": "<your DATABASE_URL>",
"MCP_PGVECTOR_READ_ONLY": "<your MCP_PGVECTOR_READ_ONLY>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"pgvector": {
"command": "uvx",
"args": [
"mcp-server-pgvector"
],
"env": {
"DATABASE_URL": "<your DATABASE_URL>",
"MCP_PGVECTOR_READ_ONLY": "<your MCP_PGVECTOR_READ_ONLY>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"pgvector": {
"type": "stdio",
"command": "uvx",
"args": [
"mcp-server-pgvector"
],
"env": {
"DATABASE_URL": "<your DATABASE_URL>",
"MCP_PGVECTOR_READ_ONLY": "<your MCP_PGVECTOR_READ_ONLY>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"pgvector": {
"command": "uvx",
"args": [
"mcp-server-pgvector"
],
"env": {
"DATABASE_URL": "<your DATABASE_URL>",
"MCP_PGVECTOR_READ_ONLY": "<your MCP_PGVECTOR_READ_ONLY>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"pgvector": {
"command": "uvx",
"args": [
"mcp-server-pgvector"
],
"env": {
"DATABASE_URL": "<your DATABASE_URL>",
"MCP_PGVECTOR_READ_ONLY": "<your MCP_PGVECTOR_READ_ONLY>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.mittalpk%2Fpgvector)<a href="https://mcptoplist.com/server/io.github.mittalpk%2Fpgvector"><img src="https://mcptoplist.com/badge/io.github.mittalpk%2Fpgvector.svg" alt="MCP Toplist: #61,483 of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
mittalpk
Other servers by mittalpk
View all mittalpk servers →Available versions (1)
| Version | Published |
|---|---|
| 0.1.0 | Jul 21, 2026 |
Frequently asked questions
- Who maintains pgvector?
- pgvector is maintained by mittalpk, which publishes 2 MCP servers (1 total version) tracked on MCP Toplist.
- Is pgvector listed on the Official MCP Registry?
- Yes — pgvector is listed on the Official MCP Registry, alongside Glama.
- How many versions does pgvector have?
- MCP Toplist tracks 1 version of pgvector, most recently published on Jul 21, 2026.
- Where can I find the source code for pgvector?
- The source code for pgvector is hosted at github.com/mittalpk/mcp-server-pgvector.