Database
| Server | Language | Stars | Downloads |
|---|---|---|---|
| gfg-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 | — | — |
| @gishubperu/mcp-postgresql Presentation layer — MCP server with stdio and HTTP transports. | TypeScript | — | — |
| GitHub Agentic Chat Integrates with GitHub's API to enable natural language interaction with repositories, offering tools for searching, creating issues, and performing semantic searches across stored documents using PostgreSQL with pgvector. | — | 0 | — |
| github-brain An experimental GitHub MCP server with local database. | Go | 74 | — |
| gleif-mcp-server Access the GLEIF LEI database for company verification, KYC, and ownership research. | Python | — | — |
| gnosis-mcp Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional) | Python | 20 | — |
| GoldenFlow Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases. | Python | — | — |
| Google Cloud Healthcare API Server Provide healthcare data access and querying capabilities by integrating with Google Cloud Healthcare FHIR APIs and public medical research databases. Enable seamless retrieval of patient records, clinical data, and research articles through a secure and authenticated MCP interface. Enhance healthcare applications with real-time clinical insights and research information. | — | — | — |
| Gopeak-godot-mcp GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak | JavaScript | 154 | — |
| grafeo Grafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage. Grafeo supports both LPG and RDF and all major query languages. | Rust | 590 | — |
| gtx-mcp-server A Model Context Protocol (MCP) server that utilizes XiyanSQL with databases. This server enables AI assistants to list tables, read data, and execute natural language queries | Python | — | — |
| GWAS Bioinformatics MCP Server Access 30+ bioinformatics tools from 14 databases. | Python | — | — |
| gyana-universal-vectorkb # Gyana Universal VectorKB MCP Server A unified WebSocket-based MCP (Model Context Protocol) server for building and searching vector knowledge bases from URLs through a single endpoint with secure access, usage tracking, and automatic vector database export. | — | — | — |
| haiku.rag Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling | Python | 520 | — |
| hana-mcp-server SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Use with Claude Code, VS Code. npm: hana-mcp-server | JavaScript | 51 | — |
| @harryelv/mongodb-mcp-server MongoDB MCP Server for Cursor IDE | TypeScript | — | — |
| @hasna/mementos Universal memory system for AI agents - CLI + MCP server + library API | TypeScript | — | — |
| @henkey/postgres-mcp-server A Model Context Protocol (MCP) server that provides comprehensive PostgreSQL database management capabilities for AI assistants | TypeScript | — | — |
| HERB Lookup Map genes, targets, diseases, herbs, and ingredients within the HERB database. Resolve gene symbols and disease names to HERB IDs, then surface the most significant herb and ingredient associations. Speed up pharmacology and TCM research with quick, curated lookups. | — | — | — |
| hi-gcloud Streamline GCP operations with quick access to logs, Cloud Run status, Cloud SQL (read-only), Storage, secrets, services, auth, and billing. Accelerate deployment debugging and cost monitoring with focused queries and project-aware controls. | — | — | — |
| hmem — Humanlike Memory for AI Agents Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded. | TypeScript | — | — |
| Hologres Connects AI systems to Alibaba Cloud's Hologres databases for SQL execution, metadata retrieval, and statistics collection, enabling seamless data analysis workflows. | Python | 32 | — |
| hologres-mcp-server A MCP Server for Hologres | Python | — | — |
| howtocook-mcp 基于Anduin2017 / HowToCook (程序员在家做饭指南)的mcp server | TypeScript | 716 | — |
| httprunner HttpRunner 是一款开源的 API/UI 测试框架,简单易用,功能强大,具有丰富的插件化机制和高度的可扩展能力。 | Go | 4.3k | — |