Database
| Server | Language | Stars | Downloads |
|---|---|---|---|
| mcp-neo4j Neo4j Labs Model Context Protocol servers | Python | 984 | - |
| mcp-neo4j-server mcp-neo4j-server | TypeScript | 59 | - |
| mcp-node-mssql MCP Server for SQL Server using node-mssql | TypeScript | - | - |
| mcp-observability mcp observability and feedback demo | TypeScript | 0 | - |
| mcp-pdf-to-pgvector MCP server that extracts, chunks, embeds and stores PDF documents into a pgvector database for semantic search and RAG pipelines. | Python | 28 | - |
| MCP-PostgreSQL-Ops 🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions required. PG 12-18. | Python | 161 | - |
| mcp-products-server Example MCP server using the .NET ModelContextProtocol SDK, Semantic Kernel, Aspire, and a Blazor client app. The MCP server provides tools to interact with a Cosmos DB database. | — | 0 | - |
| MCPQL (SQL Server) Connects to SQL Server databases through 10 specialized tools for table analysis, stored procedure inspection, data preview with filtering, column statistics, query execution, and database object search with support for multiple authentication methods and connection pooling. | TypeScript | 14 | - |
| mcp-recall mcp-recall compresses MCP tool outputs (94 KB → 3.5 KB · 96%) and stores full results in SQLite for retrieval — up to 30x more tool calls per session for heavy MCP workloads. | TypeScript | 8 | - |
| mcp-redis The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently | Python | 625 | - |
| mcp-security-hub A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more. | Python | 792 | - |
| mcp-sequential-thinking MCP server for sequential thinking and problem solving | TypeScript | 952 | - |
| mcp-server-aact MCP server for AACT clinical trials database | Python | - | - |
| mcp-server-aact-fastmcp MCP server for AACT clinical trials database | Python | - | - |
| mcp-server-airo MCP Server para API de Gestão de Obras AIRO | TypeScript | - | - |
| MCP-Server-and-PostgreSQL-Sample-Retail A Model Context Protocol (MCP) server that provides comprehensive customer sales database access for Zava Retail DIY Business. This server enables AI assistants to query and analyze retail sales data through a secure, schema-aware interface. | Python | 18 | - |
| mcp-server-arangodb This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline! | TypeScript | 47 | - |
| mcp-server-azure-postgres MCP server for Azure Database for PostgreSQL with automatic Azure AD token refresh | TypeScript | - | - |
| mcp-server-bigquery A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries. | Python | 130 | - |
| mcp-server-bigquery-fastmcp A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries. | Python | - | - |
| mcp-server-bigquery-kosshii2 A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries. | Python | - | - |
| mcp-server-couchbase Model Context Protocol server for Couchbase - connect AI agents and LLMs like Claude, Cursor, and Copilot to Couchbase/Capella | TypeScript | 1 | - |
| mcp-server-dameng 达梦数据库 MCP Server - 通过 Model Context Protocol 让 AI 助手直接连接和查询达梦 DM8 数据库 | TypeScript | - | - |
| mcp-server-database 将自然语言转化为sql语句 | Python | - | - |
| mcp-server-dataforge MCP Server for generating realistic test data with referential integrity | Python | - | - |