AI agent tools for database
Short answer: Our top pick for database: Netdata, with the highest AgentPick Score (92/100) among tools tagged "database". Runners-up: tidb (91) and chroma (88). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | Netdata | The fastest path to AI-powered full stack observability, even for lean teams. | 92/100 | ★ 81k | GPL-3.0 | 14 Oct 2026 |
| #2 | tidb | TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. N… | 91/100 | ★ 41k | Apache-2.0 | 14 Oct 2026 |
| #3 | chroma | Search infrastructure for AI | 88/100 | ★ 30k | Apache-2.0 | 14 Oct 2026 |
| #4 | dbx | 25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dame… | 88/100 | ★ 27k | Apache-2.0 | 14 Oct 2026 |
| #5 | MCP Toolbox for Databases | MCP Toolbox for Databases is an open source MCP server for databases. | 85/100 | ★ 17k | Apache-2.0 | 14 Oct 2026 |
| #6 | drawdb | Free, simple, and intuitive online database diagram editor and SQL generator. | 81/100 | ★ 40k | AGPL-3.0 | 12 Oct 2026 |
| #7 | Chat2DB | Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databa… | 81/100 | ★ 28k | See repo | 14 Oct 2026 |
| #8 | teable | ✨ AI Spreadsheet for Business | 79/100 | ★ 22k | See repo | 14 Oct 2026 |
| #9 | prest | Instant REST and MCP APIs for PostgreSQL and MySQL, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a backend. Low… | 78/100 | ★ 4.6k | MIT | 14 Oct 2026 |
| #10 | dbhub | Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite. | 76/100 | ★ 3.6k | MIT | 13 Oct 2026 |
| #11 | graphjin | One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code | 76/100 | ★ 3.2k | Apache-2.0 | 14 Oct 2026 |
| #12 | data-api-builder | Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores. | 71/100 | ★ 1.5k | MIT | 14 Oct 2026 |
| #13 | erd-editor | ERD Editor: design database schemas visually, import SQL DDL, GraphQL, DBML and AML, export DDL and code for 22 languages. Web app, Google Drive, VS C… | 70/100 | ★ 1.7k | MIT | 11 Oct 2026 |
| #14 | CloudBase-AI-Toolkit | Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP. | 70/100 | ★ 1.1k | MIT | 14 Oct 2026 |
| #15 | phpMyFAQ | phpMyFAQ - Open Source FAQ web application for PHP 8.4+ and MySQL, PostgreSQL and other databases | 69/100 | ★ 620 | MPL-2.0 | 14 Oct 2026 |
| #16 | restheart | A backend for web, mobile, AI and IoT apps. Built on MongoDB | 68/100 | ★ 892 | AGPL-3.0 | 14 Oct 2026 |
| #17 | mariadb-operator | 🦭 Run and operate MariaDB in a cloud native way | 66/100 | ★ 1k | MIT | 12 Oct 2026 |
| #18 | NornicDB | Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher a… | 66/100 | ★ 905 | MIT | 14 Oct 2026 |
| #19 | mcp-ssh-manager | MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring | 66/100 | ★ 506 | MIT | 9 Oct 2026 |
| #20 | anyquery | One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP. | 63/100 | ★ 1.8k | See repo | 8 Oct 2026 |
| #21 | golive-skill | Take your agent-built product live: hosting, database, domain, email, payments — on your own accounts. Open-source Agent Skill + zero-dependency Node … | 63/100 | ★ 1.3k | MIT | 11 Oct 2026 |
| #22 | mysql_mcp_server | A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases | 56/100 | ★ 1.4k | MIT | 2 Aug 2026 |
| #23 | mcp-redis | The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently | 53/100 | ★ 634 | MIT | 13 Oct 2026 |
| #24 | polywise | The open source agentic content system to make your contents alive. Self-hosted on any platform. ◑ | 42/100 | ★ 663 | MIT | 11 Jun 2026 |
| #25 | mcp-neo4j | Neo4j Labs Model Context Protocol servers | 39/100 | ★ 988 | MIT | 9 Sept 2026 |
| #26 | second-brain | Second Brain is an agentic framework that acts as an operating system, using local file intelligence, workflow automation, and LLMs to complete tasks … | 34/100 | ★ 670 | MIT | 26 Sept 2026 |
| #27 | pgmcp | An MCP server to query any Postgres database in natural language. | 17/100 | ★ 542 | See repo | 26 May 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Grant the narrowest permissions the server allows.
- Check whether it runs locally or calls a remote service.
- Prefer servers listed in the official MCP registry.
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