amu-pgvector
Rank #15,063io.github.sangaraju1988/amu-pgvector
Lineage-gated agent memory tools on Postgres + pgvector, enforced by row-level security.
amu-pgvector is a Model Context Protocol (MCP) server published by sangaraju1988. It ranks #15,063 of 137,492 servers tracked on MCP Toplist. amu-pgvector is listed on Official MCP, with 2 tracked versions. It was first listed on Sep 28, 2026 and most recently updated on Sep 28, 2026.
Ranks ahead of 122,429 of 137,492 servers on MCP Toplist.
Use amu-pgvector
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
claude mcp add amu-pgvector -e "AMU_PGVECTOR_DSN=<your AMU_PGVECTOR_DSN>" -e "AMU_PGVECTOR_EMBEDDING_DIM=<your AMU_PGVECTOR_EMBEDDING_DIM>" -- uvx --from "amu-pgvector[mcp]==0.1.2" amu-pgvector amu-pgvector-mcpReplace each placeholder with your own value before saving.
[mcp_servers.amu-pgvector]
command = "uvx"
args = ["--from", "amu-pgvector[mcp]==0.1.2", "amu-pgvector", "amu-pgvector-mcp"]
[mcp_servers.amu-pgvector.env]
AMU_PGVECTOR_DSN = "<your AMU_PGVECTOR_DSN>"
AMU_PGVECTOR_EMBEDDING_DIM = "<your AMU_PGVECTOR_EMBEDDING_DIM>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"amu-pgvector": {
"command": "uvx",
"args": [
"--from",
"amu-pgvector[mcp]==0.1.2",
"amu-pgvector",
"amu-pgvector-mcp"
],
"env": {
"AMU_PGVECTOR_DSN": "<your AMU_PGVECTOR_DSN>",
"AMU_PGVECTOR_EMBEDDING_DIM": "<your AMU_PGVECTOR_EMBEDDING_DIM>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"amu-pgvector": {
"command": "uvx",
"args": [
"--from",
"amu-pgvector[mcp]==0.1.2",
"amu-pgvector",
"amu-pgvector-mcp"
],
"env": {
"AMU_PGVECTOR_DSN": "<your AMU_PGVECTOR_DSN>",
"AMU_PGVECTOR_EMBEDDING_DIM": "<your AMU_PGVECTOR_EMBEDDING_DIM>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"amu-pgvector": {
"type": "stdio",
"command": "uvx",
"args": [
"--from",
"amu-pgvector[mcp]==0.1.2",
"amu-pgvector",
"amu-pgvector-mcp"
],
"env": {
"AMU_PGVECTOR_DSN": "<your AMU_PGVECTOR_DSN>",
"AMU_PGVECTOR_EMBEDDING_DIM": "<your AMU_PGVECTOR_EMBEDDING_DIM>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"amu-pgvector": {
"command": "uvx",
"args": [
"--from",
"amu-pgvector[mcp]==0.1.2",
"amu-pgvector",
"amu-pgvector-mcp"
],
"env": {
"AMU_PGVECTOR_DSN": "<your AMU_PGVECTOR_DSN>",
"AMU_PGVECTOR_EMBEDDING_DIM": "<your AMU_PGVECTOR_EMBEDDING_DIM>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"amu-pgvector": {
"command": "uvx",
"args": [
"--from",
"amu-pgvector[mcp]==0.1.2",
"amu-pgvector",
"amu-pgvector-mcp"
],
"env": {
"AMU_PGVECTOR_DSN": "<your AMU_PGVECTOR_DSN>",
"AMU_PGVECTOR_EMBEDDING_DIM": "<your AMU_PGVECTOR_EMBEDDING_DIM>"
}
}
}
}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.sangaraju1988%2Famu-pgvector)<a href="https://mcptoplist.com/server/io.github.sangaraju1988%2Famu-pgvector"><img src="https://mcptoplist.com/badge/io.github.sangaraju1988%2Famu-pgvector.svg" alt="MCP Toplist: Top 25% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
sangaraju1988
Available versions (2)
| Version | Published |
|---|---|
| 0.1.2 | Sep 28, 2026 |
| 0.1.1 | Sep 28, 2026 |
Frequently asked questions
- Who maintains amu-pgvector?
- amu-pgvector is maintained by sangaraju1988, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is amu-pgvector listed on the Official MCP Registry?
- Yes — amu-pgvector is listed on the Official MCP Registry.
- How many versions does amu-pgvector have?
- MCP Toplist tracks 2 versions of amu-pgvector, most recently published on Sep 28, 2026.
- Where can I find the source code for amu-pgvector?
- The source code for amu-pgvector is hosted at github.com/sangaraju1988/amu-pgvector.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.