Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables
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Database MCP servers let an agent inspect schemas and run the queries you allow. Rankings use the published trust score: registry listing, license, maintenance, popularity, docs, and security signals. Filtered to servers VS Code can run. 761 published MCP servers match this ranking that VS Code can run. The highest trust scores right now are health4ai at 55, FronyBoard at 55, ConnectWise Automate MCP at 55. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best database MCP servers for VS Code is not a paid placement.
Every server that matches this ranking, ordered by trust score.
Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables
Safe, audited PostgreSQL operations for AI agents: queries, migrations, EXPLAIN, containers
Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)
Let coding agents query any SQL database safely. Read-only by default and scoped by your policies.
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.
SQLite-authoritative entity database with an async Google Sheets projection for AI agents.
Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.
A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.
PostgreSQL security for AI agents: CVEs, yanked releases, exploits, and upgrade paths
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and Platform modes.
Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB.
Koi-pond MCP server — varieties database (Gosanke + secondary), pond stocking calc, koi-specific
Safe-write Postgres MCP server with preview-before-execute writes and rollback safety.
Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.
Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.
Auditable memory for coding agents: evidence chains, supersession history, keyless embedded SQLite
Checks and fixes ABAP Open SQL for SAP's ADT data-preview console. Connects to nothing.
Local SQL workspaces with bounded, recoverable writes for coding agents.
The agent never writes SQL: queries compile from a semantic layer you control, PII refused first.
Sources in, feeds out: an open, ever-growing database of real-time public data, enriched.
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table policy, audit log.
Inspect and operate Next.js Redis caches: health, tag state, SWR simulation, safe invalidation.
Design database schemas from natural language, validate SQL, generate migrations and types
An AI-powered, safe database access gateway built on the Model Context Protocol (MCP).