Database Management MCP Servers
Compare the best open-source MCP servers for database management. SQL, vector stores and data access. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
MCP Server Mysql
A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
Memmy Agent
🍙 A personal AI agent & local memory hub for all AI agents, gives every AI one shared, fully controlled memory and persistent context — all AI remember the same you. Now supports Claude Code, Codex, OpenClaw and Hermes Agent etc.
GoNavi
High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端:约 30MB,AI 与 MCP 就绪,告别 Electron 膨胀。
MCP Memory Service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Hotpath
Rust profiler for CPU, memory, SQL, HTTP, and async performance, with Prometheus and Grafana support.
Hope Agent
🦭 A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment | 会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端
Omnigraph
Object-storage native graph database with branching and typed ontology
Aoci Code
A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.
Iwe
Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents
Anyquery
One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.
Mex
Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.
Erd Editor
Design database schemas as ERDs in your browser, VS Code, JetBrains IDEs or Obsidian. Import SQL, DBML and GraphQL, export DDL and code, and let coding agents edit live over MCP.
Supermemory MCP
Your memories are in ChatGPT... But nowhere else. Universal Memory MCP makes your memories available to every single LLM. No logins or paywall. One command to set it up.
Data Peek
A minimal, fast, database client desktop application. Built for developers who want to quickly peek at their data without the bloat.
Nocturne Memory
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
Mysql MCP Server
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
Deja Vu
Coding agent memory for Claude Code, Codex, Cursor and 40 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.
Nautilus Compass
Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform
Magic
Instant SECURE Full Stack Apps and AI Agents
Zen
Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage
Mongodb MCP Server
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
MCP Neo4j
Neo4j Labs Model Context Protocol servers
Universal Db MCP
通用数据库 MCP 连接器:支持 MySQL、PostgreSQL、Oracle、MongoDB 等 17 种数据库,支持 Claude Desktop、Cursor、Windsurf、VS Code、ChatGPT 等 50+ 平台,用自然语言查询和分析数据
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 and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.
List refreshed November 15, 2026. Data comes from public GitHub repositories.