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glama

mcp-server-pgvector

An MCP server that gives LLM agents first-class access to pgvector-backed embedding tables in PostgreSQL: similarity search, hybrid (vector + full-text) search, upserts, and HNSW/IVFFlat index management.

→ mittalpk/mcp-server-pgvector· listed on glama
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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configMCP_PGVECTOR_COMMAND_TIMEOUT_SECONDS— Every query runs with a per-command timeout (, default
configDATABASE_URL— The server reads its connection string from (or PGVECTOR_DATABASE_URL):
configPGVECTOR_DATABASE_URL— The server reads its connection string from DATABASE_URL (or ):
configMCP_PGVECTOR_READ_ONLY— Set =true to disable upsert_embedding and create_vector_index,
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/mittalpk-mcp-server-pgvector-4ogqnt)](https://m8ven.ai/mcp/mittalpk-mcp-server-pgvector-4ogqnt)
commit: f4e086d6757aaf75c37ada5a7a0fe6b0c213a752
code hash: 71120482ca457791f2ec601f831119d53496441e8fbc1c4027026d1b5c2c6875
verified: 7/23/2026, 9:16:20 AM
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