Database
| Server | Language | Stars | Downloads |
|---|---|---|---|
| Spark SQL Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala. | Python | - | - |
| spiceai A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents. | Rust | 3.1k | - |
| Spoolman Keep track of your inventory of 3D-printer filament spools. | Python | 2.8k | - |
| SpotDB Provides direct access to an ephemeral DuckDB instance for CSV file uploads, SQL query execution, and database snapshots through a lightweight Go-based server with WebSocket support and S3 integration for temporary data analysis workflows. | — | 20 | - |
| Spreadsheet DB SQLite-authoritative entity database with an async Google Sheets projection for AI agents. | TypeScript | - | - |
| SQL Read-only SQL querying and schema introspection over Postgres and SQLite, with a gated write mode. | TypeScript | 1 | - |
| sqlai.dev SQL Verifier Executes SQL in a real ephemeral database: rows, typed errors with suggestions, plans, diffs. | — | - | - |
| SqlAugur MCP server providing AI assistants with safe, read-only SQL Server access | — | - | - |
| SQL Benchmarks Lab Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required. | Python | - | - |
| SQLBot MCP Proxy MCP server proxy for SQLBot Text-to-SQL queries and report generation. | — | - | - |
| SQL Database Connector Provides unified database connectivity across MySQL, Microsoft SQL Server, Oracle, and Sybase through standardized tools for executing queries, describing schemas, and browsing resources. | — | 1 | - |
| sqlew Automated ADR (Architecture Decision Records) for AI Coding Agents - MCP server with SQL-backed decision repository | TypeScript | - | - |
| sqlfluff-mcp-server MCP server exposing SQLFluff linting, fixing, and parsing over the Model Context Protocol. | Python | - | - |
| SQLGuard — Execution Certificate Firewall Permission before writes. Gravity→DENYs→Session $0.25. Pilot $100; Gateway $299. Probe free. | — | - | - |
| SQLite Provides a lightweight SQLite-based storage solution, supporting basic CRUD operations for small to medium-scale projects. | — | 39 | - |
| SQLite Access Control Query SQLite databases with fine-grained column-level access control in Rust. | — | 0 | - |
| SQLite Database Provides secure SQLite database interaction with schema inspection and query execution capabilities for data analysis, content management, and application development workflows. | — | 1 | - |
| sqlite-explorer-fastmcp-mcp-server An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation. | Python | 107 | - |
| SQLite HR Management SQLite-based HR management system that handles employee lifecycle management, organizational structure, leave tracking, salary administration, and performance monitoring with automated workflows for onboarding, leave calculations, and audit logging. | — | 1 | - |
| sqlite-literature-management-fastmcp-mcp-server A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs. | Python | 19 | - |
| sqlite-mcp-server SQLite MCP Server - A Model Context Protocol server for SQLite database operations | TypeScript | - | - |
| sqlite-mcp-server-enhanced A SQLite MCP server with JSONB support, database administration tools, and advanced database operations | Python | - | - |
| SQLite Memory Provides persistent key-value memory storage using SQLite with CRUD operations for storing structured data, conversation history, and user preferences across sessions. | — | 1 | - |
| SQLite Tool Provides SQLite database management with specialized delete functionality including safety controls and conditional filtering | — | 2 | - |
| sqlmap-skynet SQLMap with Autonomous AI, phased workflows, RAG memory, and MCP Agent Tools | Python | 97 | - |