18,186 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.
Presentation layer — MCP server with stdio and HTTP transports.
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.
An experimental GitHub MCP server with local database.
Access the GLEIF LEI database for company verification, KYC, and ownership research.
Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
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 — 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
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.
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
Access 30+ bioinformatics tools from 14 databases.
# 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.
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Use with Claude Code, VS Code. npm: hana-mcp-server
MongoDB MCP Server for Cursor IDE
Universal memory system for AI agents - CLI + MCP server + library API
A Model Context Protocol (MCP) server that provides comprehensive PostgreSQL database management capabilities for AI assistants
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.
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.
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
Connects AI systems to Alibaba Cloud's Hologres databases for SQL execution, metadata retrieval, and statistics collection, enabling seamless data analysis workflows.
A MCP Server for Hologres
基于Anduin2017 / HowToCook (程序员在家做饭指南)的mcp server
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。