A
license-
qualityA
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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"A server for creating MCP (Model Context Protocol) servers" matching MCP servers:
- 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.
- 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 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 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.16191MIT
- Alicense-qualityDmaintenanceA Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.272MIT
- 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.
- AlicenseBqualityBmaintenanceA workspace of six MCP servers—grounded-cv (hybrid RAG with citations), repo-intel (GitHub repo intelligence), web-research (safe web search/extraction), ats-jobs (unified ATS job boards), outcome-ledger (durable task ledger), and coding-workflows (code review & planning)—purpose-built for agentic hiring evaluations.2MIT
- 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
- Alicense-qualityDmaintenanceAccess to many public datasets right from your LLM application.155MIT
- Alicense-qualityDmaintenanceGaia Protocol—a planetary DAO for global resource management using quantum-entangled ledgers and algorithmic governance.8MIT
- Alicense-qualityDmaintenanceOpen-source MCP servers for ESG data extraction, analysis, and regulation management, providing 31 tools across 6 servers for tasks like metrics extraction, PDF processing, vector storage, and web scraping.MIT
- -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.
- AlicenseAqualityBmaintenanceAn MCP server that turns the Hugging Face Hub into a conversational model picker with a tool-use eval harness to prove the agent actually uses it correctly.5MIT
- AlicenseAqualityBmaintenanceContext Forge is a vendor-neutral continuity layer for AI tools. It stores project context in Markdown and JSON, retrieves task-scoped context, and leaves structured handoffs so another model can continue without being taught the project again.7Apache 2.0
- 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
