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Best Database Tools & Agents

AI-powered database management, query optimization, and schema design tools.

81 agents found · Sorted by trust score

AgentDescriptionCapabilitiesProtocolsStarsType

Xhs Downloader

Mcp Server by JoeanAmier
69.9

小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书作品文件

api-integrationcontainersdata-processingdatabase
MCP
★ 10.4k Python
69.9

Code Graph Rag

Mcp Server by vitali87
64.5

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

code-generationdatabaseinformation-retrievallanguage-models
MCP
★ 2.1k Python
64.5

fulling

Agent by FullAgent
64.3

Fulling is an AI-powered Full-stack Engineer Agent. Built with Next.js, Claude, shadcn/ui, and PostgreSQL. Use kubernetes as infra.

code-generationdatabase
REST
★ 2.4k TypeScript
64.3

Dbhub

Mcp Server by bytebase
64.1

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

anthropicci-cdcode-generationdatabase
MCP
★ 2.3k TypeScript
64.1

Data Api Builder

Mcp Server by Azure
63.3

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

api-integrationazureclouddatabase
MCP
★ 1.3k C#
63.3

Mysql Mcp Server

Mcp Server by designcomputer
62.6

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

databasesqlsql-queries
MCP
★ 1.2k Python
62.6

Pg Aiguide

Mcp Server by timescale
62.3

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

code-generationdatabasepostgresqlsql-queries
MCP
★ 1.6k Python
62.3

Mongodb Mcp Server

Mcp Server by mongodb-js
62.1

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

databasemongodbsql
MCP
★ 965 TypeScript
62.1

Neo4J

Mcp Server by neo4j-contrib
62.1

Neo4j Labs Model Context Protocol servers

databasesql
MCP
★ 919 Python
62.1

Npcpy

Mcp Server by NPC-Worldwide
61.7

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

databaseinformation-retrievallanguage-modelsnatural-language-processing
MCP
★ 1.2k Python
61.7

Phpmyfaq

Mcp Server by thorsten
61.2

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

containersdatabasedockerinformation-retrieval
MCP
★ 612 PHP
61.2

Zen

Mcp Server by sheshbabu
60.9

Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage

databasedocument-processinginformation-retrievalsearch
MCP
★ 1.1k JavaScript
60.9

Nocturne Memory

Mcp Server by Dataojitori
60.6

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, s

ci-cdcode-generationdatabasegit
MCP
★ 743 Python
60.6

Elasticsearch

Mcp Server by elastic
60.6

databaseinformation-retrievalsearchsql
MCP
★ 626 Rust
60.6

Wren Engine

Mcp Server by Canner
60.6

The open context engine for AI agents

databaselanguage-modelssql-queries
MCP
★ 567 Java
60.6

Codebase Memory Mcp

Mcp Server by DeusData
60.3

MCP server that indexes your codebase into a persistent knowledge graph. 64 languages, sub-ms queries, 99% fewer tokens than grep. Single Go binary, no Docker, no API keys.

api-integrationcode-generationcontainersdatabase
MCP
★ 712 C
60.3

For Security

Mcp Server by cyproxio
60.0

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workfl

databasesql-queriestestingweb-browsing
MCP
★ 567 TypeScript
60.0

Gateway Registry

Mcp Server by agentic-community
59.8

Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a

authenticationdatabasemongodbpostgresql
MCP
★ 497 Python
59.8

Redis

Mcp Server by redis
59.4

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

cachingci-cddatabaseinformation-retrieval
MCP
★ 454 Python
59.4

Pgmcp

Mcp Server by subnetmarco
59.3

An MCP server to query any Postgres database in natural language.

ci-cddatabasepostgresqlsql
MCP
★ 526 Go
59.3

Agentchat

Mcp Server by Shy2593666979
59.2

AgentChat 是一个基于 LLM 的智能体交流平台,内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作,Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、Milvus 和 ElasticSearch 等技术,实现高效的知识检索与工具调用,使用 FastAPI 构建高性能后端服务。

api-integrationcachingdatabaseinformation-retrieval
MCP
★ 501 Python
59.2

Security Hub

Mcp Server by FuzzingLabs
59.1

A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

containersdatabasedockersql-queries
MCP
★ 479 Python
59.1

Wax

Mcp Server by christopherkarani
59.0

Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift

api-integrationci-cddatabasefile-management
MCP
★ 662 Swift
59.0

Database Server

Mcp Server by executeautomation
58.6

MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases

databasesqlsql-queriessqlite
MCP
★ 323 TypeScript
58.6

Db Mcp Server

Mcp Server by FreePeak
58.4

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

databasesql
MCP
★ 354 Go
58.4

Vestige

Mcp Server by samvallad33
58.3

Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.

ci-cdcode-generationdatabasesql-queries
MCP
★ 426 Rust
58.3

Sec Edgar Mcp

Mcp Server by stefanoamorelli
57.5

A SEC EDGAR MCP (Model Context Protocol) Server

ci-cddatabaselanguage-modelssql
MCP
★ 230 Python
57.5

Mysql Mcp Server Pro

Mcp Server by wenb1n-dev
57.4

Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼!更加好用!不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个性化的工具扩展

authenticationdatabasesqlsql-queries
MCP
★ 291 Python
57.4

Mac Messages Mcp

Mcp Server by carterlasalle
57.0

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number vali

databaselanguage-modelssql
MCP
★ 249 Python
57.0

Redd Archiver

Mcp Server by 19-84
56.9

A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus.

api-integrationcontainersdatabasedocker
MCP
★ 329 Python
56.9

Performancemonitor

Mcp Server by erikdarlingdata
56.9

Free, open-source SQL Server performance monitoring. All the important stuff. Built-in MCP server for AI integration.

awsazureclouddatabase
MCP
★ 262 C#
56.9

Nornicdb

Mcp Server by orneryd
56.6

NornicDB is a high-performance graph + vector database built for AI agents and knowledge systems. It speaks Neo4j's (Bolt + Cypher) and qdrant's (gRPC) languages so you can use Nornic with zero code c

api-integrationcode-generationdatabasegraphql
MCP
★ 298 Go
56.6

Omnifocus Mcp

Mcp Server by themotionmachine
56.3

Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.

databaselanguage-modelssql
MCP
★ 161 TypeScript
56.3

Starrocks

Mcp Server by StarRocks
56.2

StarRocks MCP (Model Context Protocol) Server

databasesql
MCP
★ 157 Python
56.2

Persistent Ai Memory

Mcp Server by savantskie
56.1

A persistent local memory for AI, LLMs, or Copilot in VS Code.

code-generationcode-managementdatabasegit
MCP
★ 208 Python
56.1

Daymon

Mcp Server by daymonio
55.5

Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchestrates your own virtual team. Free.

code-generationdatabasesql-queriessqlite
MCP
★ 377 TypeScript
55.5

Bigquery Server

Mcp Server by ergut
55.4

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac

databaselanguage-modelssql-queries
MCP
★ 134 JavaScript
55.4

Postgresql Ops

Mcp Server by call518
55.3

🔍Professional MCP server for PostgreSQL operations & monitoring: 30+ extension-independent tools for performance analysis, table bloat detection, autovacuum monitoring, schema introspection, and datab

databaselanguage-modelsmonitoringpostgresql
MCP
★ 141 Python
55.3

Airbroke

Mcp Server by icoretech
55.2

🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher

databaseloggingmonitoringpostgresql
MCP
★ 214 TypeScript
55.2

Mssql Mcp

Mcp Server by Aaronontheweb
55.0

MSSQL Server MCP implementation written in C#

databasesql-queries
MCP
★ 142 C#
55.0

Eion

Mcp Server by eiondb
54.5

Shared Memory Storage for Multi-Agent Systems

databaselanguage-modelspostgresqlsql
MCP
★ 147 Go
54.5

Teslamate Mcp

Mcp Server by cobanov
54.5

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

api-integrationdatabasesql
MCP
★ 121 Python
54.5

Fullstack Langgraph Nextjs Agent

Mcp Server by agentailor
54.2

Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP integration for dynamic tool loading, human-in-the-loop tool approval, persistent conversation memory with

databaselanguage-modelsopenaipostgresql
MCP
★ 88 TypeScript
54.2

Context Sync

Mcp Server by Intina47
54.0

Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.

code-generationcode-managementdatabasegit
MCP
★ 118 TypeScript
54.0

Mongo Server

Mcp Server by kiliczsh
53.6

A Model Context Protocol Server for MongoDB

databasemongodb
MCP
★ 276 TypeScript
53.6

Ssh Manager

Mcp Server by bvisible
53.6

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring

anthropiccode-generationdatabasedeployment
MCP
★ 78 JavaScript
53.6

Mem0 Mcp

Mcp Server by pinkpixel-dev
53.4

✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.

databaselanguage-modelssql
MCP
★ 88 JavaScript
53.4

Xiyan Mcp Server

Mcp Server by XGenerationLab
53.1

A Model Context Protocol (MCP) server that enables natural language queries to databases

databasesqlsql-queries
MCP
★ 232 Python
53.1

Chembl Mcp Server

Mcp Server by Augmented-Nature
53.1

A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.

databasesql
MCP
★ 78 JavaScript
53.1

Metabase Mcp

Mcp Server by hluaguo
52.7

Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics pla

api-integrationcode-generationdatabaselanguage-models
MCP
★ 50 Python
52.7

Related Categories

Best MCP Servers for Postgres