Best AI agents for working with databases (2026)

Vectoree

Newagent infraUsage-based

Vectoree gives coding agents a backend behind one project key: an OpenAI-compatible model gateway across providers, an MCP tool hub, auth, Postgres and storage, driven by a skill and CLI, pay-as-you-go with no monthly fee.

Added Oct 19, 2026

PrivateGPT

NewframeworksOpen source

Open-source API layer that turns local models into private AI applications, with RAG, tools, skills, MCP and text-to-SQL on any OpenAI-compatible server.

Added Oct 18, 2026

Postgres MCP Pro

NewMCP serversOpen source

Postgres MCP server with index tuning, explain plans, health checks and safe SQL execution for agents.

Added Oct 18, 2026

Qdrant MCP Server

Newmemory & RAGOpen source

Official Qdrant MCP server that lets agents store and retrieve memories and documents in the Qdrant vector database.

Added Oct 18, 2026

Aiven MCP

NewMCP serversFreemium

Aiven's MCP server for provisioning PostgreSQL, managing Apache Kafka and deploying apps from your AI assistant.

Added Oct 18, 2026

AskYourDatabase

NewresearchPaid

Chat-with-your-database tool that answers natural-language questions over Postgres, MySQL, BigQuery, Snowflake and more with SQL and charts.

Added Oct 18, 2026

Chroma

memory & RAGOpen source + cloud

Open-source search and vector database widely used for agent memory and RAG.

Added Oct 16, 2026

Teable

productivityOpen source + cloud

AI spreadsheet and database for business with built-in agents.

Added Oct 16, 2026

WrenAI

researchOpen source + cloud

Generative BI for agents: governed text-to-SQL with a semantic context layer.

Added Oct 16, 2026

MCP Toolbox for Databases

MCP serversOpen source

Open-source MCP server from Google for connecting agents to databases.

Added Oct 16, 2026

InsForge

app buildersOpen source + cloud

Open-source backend platform that gives coding agents a database, auth and storage.

Added Oct 16, 2026

LanceDB

memory & RAGOpen source + cloud

Open-source multimodal vector database for search, RAG and agent memory.

Added Oct 16, 2026

Electric

agent infraOpen source + cloud

Sync engine and agent platform that keeps data in sync between Postgres, apps and agents in real time.

Added Oct 16, 2026

Activeloop

memory & RAGOpen source + cloud

Deep Lake, a multimodal database for AI that stores vectors, images, text and video so agents and RAG apps can search and retrieve them.

Added Oct 16, 2026

DBHub

MCP serversOpen source

Database MCP server for Postgres, MySQL, SQL Server and others from Bytebase.

Added Oct 16, 2026

seekdb

memory & RAGOpen source

AI-native search database for agent storage combining vector, text and structured data.

Added Oct 16, 2026

Supabase MCP

MCP serversOpen source

Supabase's MCP server for managing databases, migrations and projects.

Added Oct 16, 2026

pg-aiguide

MCP serversOpen source

Timescale's MCP server with PostgreSQL docs and best practices for agents.

Added Oct 16, 2026

MongoDB MCP Server

MCP serversOpen source

MongoDB's official MCP server for querying databases and managing Atlas.

Added Oct 16, 2026

StackQL

MCP serversOpen source

SQL engine with an MCP server for querying and provisioning cloud resources.

Added Oct 16, 2026

ClickHouse MCP

MCP serversOpen source

Official ClickHouse MCP server for querying and exploring ClickHouse databases.

Added Oct 16, 2026

Neon MCP

MCP serversOpen source

Neon's official MCP server for managing Postgres projects, branches and queries.

Added Oct 16, 2026

PlanetScale MCP

MCP serversFreemium

PlanetScale's MCP server for databases, branches, schemas and query insights.

Added Oct 16, 2026