18,186 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities
A powerful Model Context Protocol (MCP) server that analyzes, optimizes, and suggests indexes for SQL queries across multiple dialects (PostgreSQL, MySQL, Oracle, SQL Server). Built with Python and `sqlglot`.
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
MCP Toolbox for Databases is an open source MCP server for databases.
MCP Toolbox for Databases enables your agent to connect to your database.
Structured agent feedback for MCP servers. When an agent hits a capability gap, it files a structured report.
Unofficial MCP Server of Trenitalia, built using viaggiatreno and NeTex Database crosschek
A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.
一个基于 ADB 的微信自动化 MCP 服务器,为 AI 助手提供微信消息发送和截图功能。适配雷电模拟器(LDPlayer 9),通过 MCP 协议暴露工具接口。
Model Context Protocol for WinDBG
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.
A collection of MCP tools for AI agents to interact with major biomedical databases
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.
A (personal) knowledge base for LLMs that turns notes into structured, searchable long-term memory.
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.
MCP server for MenteDB, persistent memory for AI agents
A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.
Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible queries to retrieve results and understand structure quickly. Speed up investigation, reporting, and troubleshooting.
Enable AI assistants to seamlessly interact with your Metabase analytics platform. Access dashboards, cards, databases, and execute queries directly through conversational AI. Manage and manipulate your analytics data with ease and security using API key or session authentication.
Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.