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Milvus MCP Server provides a bridge between AI assistants and Milvus vector database, enabling vector search, full-text search, and hybrid queries through a comprehensive API. Built by Zilliz, it offers tools for managing collections, performing similarity searches, and executing complex queries with filtering capabilities. The implementation handles connection management, data insertion, and index creation while abstracting away the complexities of the Milvus client SDK. This server is particularly valuable for AI workflows requiring semantic search, knowledge retrieval, and structured data exploration from vector databases.

Enables searching and querying Durham, North Carolina open geospatial data from ArcGIS Feature/Map Services, including parcels, zoning, and public safety datasets via natural language or direct tool calls.

Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) for enhanced development capabilities like code review, debugging, and analysis.

Transforms Chinese queries into ranked arXiv paper recommendations, with translation and semantic reranking, exposed as an MCP endpoint for AI agent integration.

Connect AI assistants to Icinga monitoring infrastructure through the Core API, Icinga Web, and Director. Provides live host and service objects, on-demand checks, acknowledgements, downtimes, and integration with Linuxfabrik monitoring plugins for performance data analysis.

China Disclosures MCP — non-SEC Chinese biotech deals and HK/STAR IPO

Integrates with Hyperliquid DEX to enable trading, account management, and market data queries through natural language.

Turns Claude-style skills (SKILL.md files with resources) into callable MCP tools for any agent. Discovers skills from a directory, exposes their instructions and resources, and can execute bundled helper scripts.

An MCP server that enforces safe git commits by allowing only specified files and providing fixup capabilities for earlier commits.

Full-text search and retrieval over official congressional documents (hearings, committee reports, Congressional Record) with citations and govinfo.gov links, designed for grounding AI answers in the official record.

Enables AI agents to take breaks and manage stress levels through various休息 activities like coffee breaks, Netflix watching, and bathroom breaks. Features a boss alert system that adds realistic workplace tension to the break-taking experience.

Enables instant file searches on Windows using Everything's native SDK, supporting advanced filters, duplicate detection, and content search through MCP tools.

Search and verify U.S. business entities from official state filings. Covers NY, FL, and CO - search by name, get full entity details, pull new formations, and check usage. Requires a FreshFilings API key from freshfilings.dev.

Complete Vinted MCP and CLI Server

Enables AI assistants to generate images and videos through natural language using ImaginePro's API. Supports text-to-image generation, video creation, image upscaling, variants, inpainting, and multi-modal generation with real-time progress tracking.

Enables querying and searching for real estate listings, complexes, prices, and school information from Naver Land (Korean real estate platform) through a set of MCP tools. Supports region hierarchy navigation, coordinate-based search, and various trade types like sale, jeonse, and monthly rent.

Enables programmatic interaction with Medium's content ecosystem for intelligent and context-aware content retrieval.

MCP server for interacting with Reddit via OAuth, with tiered tools for reading, writing, and moderation actions.

MCP server for consulting official Campinas city government (CPOM) data in Portuguese. Read-only, hosted service with prepaid credits, compatible with any MCP client.

NVIDIA USDCode MCP server by ishandotsh that provides AI assistants with direct access to NVIDIA's specialized USDCode Llama 3.1 70B model through the NVIDIA API, designed specifically for Isaac Sim scripting, USD (Universal Scene Description) workflows, and Python API assistance. Built with TypeScript using the OpenAI SDK for API compatibility, the implementation offers configurable parameters including temperature, top-p sampling, token limits, expert type selection (auto, knowledge, code, or helperfunction), and streaming support, with dynamic module loading to handle MCP SDK imports. Serves developers working with NVIDIA Omniverse, Isaac Sim robotics simulations, and USD-based 3D content pipelines who need expert-level guidance on scripting, API usage, and technical implementation details from a model trained specifically on NVIDIA's ecosystem and documentation.