A
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maintenanceA lightweight MCP server for semantic search over markdown knowledge bases, enabling AI coding agents to index, search, and answer questions from local markdown documents.
MIT
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"Database MCP (Model Context Protocol) Server" matching MCP servers:
- Flicense-qualityDmaintenanceA unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.
- Flicense-qualityDmaintenanceA secure multi-tenant server that provides real-time context to LLMs via REST API, using JWT authentication and PostgreSQL row-level security for tenant isolation.
- Flicense-qualityDmaintenanceA middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.
- Flicense-qualityDmaintenanceA server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.34
- AlicenseBqualityCmaintenanceAn MCP server that enables AI models to retrieve information from Ragie's knowledge base through a simple 'retrieve' tool.18489MIT
- Alicense-qualityDmaintenanceProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.2MIT
- Alicense-qualityDmaintenanceA demonstration server for the Model Context Protocol (MCP) that exposes calculator and Yahoo Finance tools, allowing LLMs to interpret natural language requests and make tool calls via the MCP standard.1Apache 2.0
- Flicense-qualityDmaintenanceA conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.
- FlicenseCqualityDmaintenanceIMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real154JavaScript
- AlicenseDqualityDmaintenanceA Model Context Protocol server that enables LLMs to interact with databases (currently MongoDB) through natural language, supporting operations like querying, inserting, deleting documents, and running aggregation pipelines.54MIT
- Alicense-qualityDmaintenanceAccess to many public datasets right from your LLM application.155MIT
- Alicense-qualityFmaintenanceA Model Context Protocol server that enables LLMs like Claude to interact with SQLite and SQL Server databases, allowing for schema inspection and SQL query execution.706378MIT
- Alicense-qualityDmaintenanceEnables AI systems to securely query databases using structured intents (MDBP) with automatic schema discovery and policy enforcement.8MIT
- Alicense-qualityDmaintenanceProvides universal database operations for AI assistants through MCP, supporting 40+ databases including PostgreSQL, MySQL, MongoDB, Redis, and SQLite with built-in introspection tools for schema exploration.16MIT
- -license-quality-maintenanceA comprehensive production-ready MCP server with AI integration, plugin management, and web-based administration. Features multi-database support, RAG capabilities, SSH/SFTP access, and a built-in plugin hub for managing the MCP ecosystem.
- AlicenseAqualityBmaintenanceMCP server for Microsoft SQL Server that lets LLMs explore schema and execute read-only SELECT queries, with optional stored procedure execution when explicitly enabled.3517MIT
- AlicenseBqualityDmaintenanceA comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaigns, featuring tools for character sheets, combat tracking, and world-building. It enables players and DMs to interact with 5e game mechanics and query personal PDF rulebooks using RAG capabilities.972MIT
- AlicenseBqualityDmaintenanceAn MCP server that retrieves and provides AI model information from OpenAI, Anthropic, and Google through a unified interface.320MIT
- Alicense-qualityAmaintenanceA unified context layer that connects your local data — repositories, documents, remote machines, and notes — to LLM interfaces through the Model Context Protocol (MCP).3MIT
