A comprehensive collection of Model Context Protocol (MCP) servers designed to supercharge your development workflow with Claude Desktop. These servers enable Claude to interact with your databases, Git repositories, APIs, Docker containers, and development tools.

A multi-database Model Context Protocol server developed in Java that gives AI tools — Claude Code, Claude Desktop, or any MCP-compatible client — a unified interface to MySQL, SQL Server, MongoDB, Elasticsearch, Oracle, and Redis, with multi-datasource support for every engine.

This project generates dummy sales data and provides a simple API to interact with it. It uses Docker to run a MySQL database, phpMyAdmin for database management, and a Python server built with the MCP framework for the API. The project is ideal for developers needing a ready-to-use, customizable and easy-to-manage sales data generation tool.

The largest Claude Code plugin marketplace. 500 plugins, 600+ developer tools in one MCP server. Security, testing, DevOps, databases, frontend, backend, ML/AI, mobile, cloud, and more.

Paste a developer error, get the real cause and the fix. Offline, zero-dependency explainers for CORS, ESM/CJS, npm ERESOLVE, ChunkLoadError, Postgres/Supabase DATABASE_URL and Next.js build errors.

A specialized MCP server that tracks your Python development sessions, errors, fixes, and coding patterns using a persistent knowledge graph. This helps you build a searchable database of your development learnings, solutions, and insights.

This project showcases an Agent Development Kit (ADK) agent that interfaces with a local SQLite database. The interaction is enabled through a Model Context Protocol (MCP) server, which exposes tools for querying and updating the database.

The largest Claude Code plugin marketplace. 500 plugins, 600+ developer tools in one MCP server. Security, testing, DevOps, CI/CD, databases, frontend, backend, API design, ML/AI, mobile, cloud, serverless, authentication, monitoring, and more.

A collection of MCP tools for database intelligence, AI integration, automation, and developer productivity.

C#/.NET MCP server bundle for developer tools, databases, infrastructure, and Windows engineering applications.

Local MCP server + CLI for managing development tasks as Markdown files, no database required

MCP server for EverQuest Emulator servers — 60+ tools for AI-assisted server management, quest development, and database inspection

an open-source Rust library and CLI that inspects relational databases and produces deterministic, versioned context for developers, CI pipelines, and AI coding tools.

MCP server for TYPO3 v13/v14 development — gives AI assistants like Claude Code live insight into TCA, database schema, sites, TypoScript, logs and the core changelog.

Local-first project progress and task-context database for developers and coding agents, shared over MCP. 面向 Vibe Coding 项目，让开发者和编程 Agent 不必翻找零散文档和历史对话，也能随时掌握进展、接续工作并稳步推进。

🧿 One MCP for developers - no tool tax, no context rot. 100+ tools including Brave, Google, Context7, Excalidraw, AWS, Version Checker, Excel, File Ops, Database, Playwright, Chrome DevTools and many more.

🧿 One MCP for developers - No tool tax, no context rot. 100+ tools including Brave, Google, Context7, Excalidraw, AWS, Version Checker, Excel, File Ops, Database, Playwright, Chrome DevTools and many more.

Ground truth for FiveM / GTA V development: a knowledge tree, offline data layers built from your own game, a searchable snippet database and a read-only MCP server — for Claude Code, Codex, Gemini CLI, Cursor, Copilot and ChatGPT.

MCP Server to dynamically manipulate by Postgres DB running in docker to use in AI Agents

—

MCP server for database operations - PostgreSQL, MySQL, and SQLite queries and schema management

Cursor database MCP — give Cursor a free cloud database it can query while it writes your code

MCP server for SQL/database: format SQL, explain queries in plain English, analyze schemas, build queries from natural language, generate migrations Install: npx @rog0x/mcp-database-tools

Intelligent Database DBA & Schema Migration Guardrail MCP Server

A local Model Context Protocol server for building, inspecting, and operating Pixeltable applications.

Bidirectional ORM schema conversion across 11 formats (SQLAlchemy, Django, Prisma, etc.)

A light TablePlus alternative for PostgreSQL that your AI agents can use too, over MCP. macOS and Windows.

Full-stack security, performance & schema diagnostic sniffer for Supabase & PostgreSQL — RLS initPlan, Supavisor :6543, missing indexes, Splinter parity, CONCURRENTLY fixes, pentest & MCP.

Human-approved bridge between AI agents and your database through Beekeeper Studio.

Queen Claude MCP server - streamlined with 14 essential tools for Next.js development

Safety-first Database Guardrail & Sandboxing MCP Server for AI Coding Agents (Cursor, Claude Desktop, Antigravity). Protects databases from unconstrained mutations, drops, locks, and PII leaks.

Runs SQL on real PostgreSQL and SQLite in memory: your schema, the database's own errors, results.

MCP server for multiple PostgreSQL databases. One process, unlimited databases. Hot-reload JSON config, --label per-project isolation. Read-only safe queries. Works with Claude Code, Cursor, Windsurf, Cline, and any MCP-compatible AI client.

MCP server that helps AI agents build accurate SQL queries from natural language questions. It manages database schema information (tables, columns, and relations) in local CSV files and provides it to AI agents.

A generic JDBC MCP server (stdio) built with Quarkus: expose any relational database to MCP clients from one YAML file, downloading JDBC drivers from Maven on demand

A lightweight PostgreSQL MCP server written in Go, enabling AI assistants and agents to securely interact with PostgreSQL databases through the Model Context Protocol.

Read-only MCP server for evidence-based PostgreSQL performance auditing

Model Context Protocol (MCP) server for MySQL & MariaDB. Multi-database, SQL injection protection, read-only mode, connection pooling, EXPLAIN ANALYZE. Works with Claude, Cursor, Windsurf, GitHub Copilot.

PostgreSQL MCP server for debugging with AI coding agents.

AI-safe MCP server for schema-aware, read-only SQL access.

MySQL MCP server — multi-instance MySQL access for AI assistants. SQL static analysis, read-only enforcement, dual transport.

按项目与环境路由的多数据源 MySQL MCP 服务 · 网页配置中心 · 只读保护 · SQL 执行审计

Privacy-first SQL compiler and open semantic protocol exposed as an MCP server

Convert JSON arrays and objects to SQL INSERT statements from the command line

Git-style live row diff for SQLite/D1/Postgres around any command, with instant rollback

Give Claude Code a permanent memory — 100% local, zero config, graph-powered

Mindreader gives AI agents a memory they must curate, not a history they can search.

A Model Context Protocol (MCP) server for SQL Server, enabling AI assistants to explore schemas, validate queries, and execute SQL securely.

Instant local data-directory branches (SQLite/local folders) via OS copy-on-write, synced with git

MCP server for controlled PostgreSQL access: inspection, read-only queries, guarded DML, and admin operations with parser-backed safety policies.

Agentmako is a local project intelligence CLI and MCP server for codebases and databases, with repo-aware indexing, schema snapshots, and secure live database connectivity.

Proves software work: triages failing tests to a cause with evidence, says whether a test could ever fail, breaks your code to see if the tests notice, reads what a migration does to a live database, and gives one verdict on whether a change is done.

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

A Model Context Protocol (MCP) server that builds rich code graphs to provide deep contextual understanding of TypeScript codebases to Large Language Models.

Secure Database MCP Server featuring a V8 Isolate Code Mode sandbox that unifies 181+ tools, delivering 70-90% token savings. Built for enterprise with HTTP/SSE transports, OAuth 2.1, dynamic filtering, granular RBAC, audit logging, deterministic error handling, Prometheus metrics, and encryption at rest for maximum observability and safety.

Extensible Open-source Data Backend for PostgreSQL. Features a multi-view UI (Spreadsheet, Dashboard, Calendar), AI-Agent integration via MCP, and zero vendor lock-in.

Um servidor Model Context Protocol (MCP) para interagir com MongoDB, permitindo que IAs descubram schemas automaticamente e executem queries, agregações e CRUD via linguagem natural.

Claude Code plugin marketplace: 6 local-first MCP servers for safer AI coding — MCP security, Postgres migrations, OpenAPI breaking changes, npm deps, LLM costs, SEO.

Finds what will hurt in a Django project - cascade impact, N+1 queries, unsafe migrations, unscoped tenant reads - as an MCP server and a CLI. Tested against 18 public projects.

Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.