Database
| Server | Language | Stars | Downloads |
|---|---|---|---|
| sugar Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution. | Python | 91 | - |
| Supabase Your Supabase account in natural language: run SQL, apply migrations, manage tables, storage, edge f | Python | 6 | - |
| Supabase Coolify Manages self-hosted Supabase instances running on Coolify infrastructure | — | 1 | - |
| supabase-mcp MCP server for Supabase CRUD operations | TypeScript | 4 | - |
| supabase-mcp-server Community Supabase MCP server that enables Cursor and Windsurf to end-to-end manage your Supabase project, execute SQL queries, and more. | JavaScript | 52 | - |
| supabase-mcp-server-kivo Unofficial MCP server for Supabase providing basic schema, table, and column management. | Python | 830 | - |
| @supabase/mcp-server-postgrest MCP server for PostgREST | TypeScript | 2.9k | - |
| @supabase/mcp-server-supabase MCP server for interacting with Supabase | TypeScript | 2.7k | - |
| supa-mcp Turn a Supabase app into a polished end-user MCP server. | TypeScript | - | - |
| Superset Integrates with Apache Superset to enable data visualization, SQL query execution, dashboard management, and analytics workflows through authenticated API calls without leaving your conversational interface. | — | 185 | - |
| supplierio-mcp Internal MCP server for Claude Desktop — search Supplier.io supplier database using natural language. Built with Node.js, Express, and @modelcontextprotocol/sdk. | TypeScript | 0 | - |
| SureChEMBL Integrates with SureChEMBL's chemical patent database to enable patent searches, chemical compound discovery, structure analysis, and data export for pharmaceutical research and intellectual property analysis. | — | 7 | - |
| Surprise Buddy ## What is Surprise Buddy? Surprise Buddy is a curated, country-scoped gift database exposed via a public Model Context Protocol (MCP) server. International coverage — every result is a real product page on a real marketplace (Amazon, Etsy, Mercado Libre, Otto, Bol.com, Allegro, Jochen Schweizer) and the link can be presented to the user as-is. **Live MCP endpoint:** `https://www.surprise-buddy.com/api/mcp` ## Exposed tools - **`find_gifts`** — main search (country required, all other filters optional) - `list_supported_countries` - `list_supported_occasions(country?)` - `list_supported_interests` - `list_supported_colors` ## Authentication None — the MCP server is fully open. Reasonable rate limiting may apply. ## License [MIT](LICENSE) © Surprise Buddy | — | - | - |
| surrealdb A scalable, distributed, collaborative, document-graph database, for the realtime web | Rust | 33.0k | - |
| surrealdb-mcp-server | JavaScript | 39 | - |
| surrealmcp The official MCP server for SurrealDB | Rust | 98 | - |
| sw-postgres-mcp Safe-write Postgres MCP server with preview-before-execute writes and rollback safety. | TypeScript | - | - |
| sysqlow-mcp System Query Flow (SysQlow) is an intelligent, self-validating local-first engineering knowledge base MCP server built on Bun, Turso (libSQL), and Gemini to support your AI Context Workflow. Help you to build your second brain in your local personal machine / cloud. [⚠️🚧 IN DEVELOPMENT FOR PERSONAL USE 🚧⚠️] | TypeScript | 1 | - |
| Tableau Workbook Auditor Local-only Tableau .twbx audit: lineage, unused fields, duplicate calcs, SQL, version diffs | TypeScript | - | - |
| tablestore-mcp-server MCP server for retrieving context from a tablestore vector database | Python | - | - |
| tabularis A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics. | TypeScript | 5.0k | - |
| taskaza AI-powered task agent enabling natural language task management via MCP-based agents, with secure FastAPI APIs, hierarchical workflows, and a decoupled, production-ready web architecture | TypeScript | 2 | - |
| taurusdb-mcp TaurusDB MCP server for Claude, Cursor, VS Code, and other MCP clients. | TypeScript | - | - |
| Tcgdex TCGdex MCP — multi-language open trading card game database (Pokémon TCG and more). | — | - | - |
| Team Manager MongoDB-native MCP control plane for multi-agent orchestration with planning, routing, memory, and audit trails. | — | 2 | - |