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MCP servers tagged model-context-protocol
3.8K live MCP servers tagged "model-context-protocol", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with model-context-protocol.
Spring Demo
Demonstration of MCP with Spring Server and Client, using Ollama
Cameo MCP Bridge
MCP server bridging AI assistants to CATIA Magic / Cameo Systems Modeler for SysML/UML model creation, querying, and manipulation
Domain MCP Server
MCP server that clones and analyzes microservices to extract business rules, APIs, and data models—represented as an in-memory graph for fast reasoning.
Strimzi MCP Server
Manage and troubleshoot Strimzi Kafka on Kubernetes using AI. MCP server with support for topics, users, KafkaConnect, MirrorMaker2, and Cruise Control rebalancing.
Agoda Review MCP
MCP server for find agoda hotel reviews
Embabel Mongo MCP Server
A demo MCP server for MongoDB built using Embabel. It showcases how AI agents can interact with MongoDB through the Model Context Protocol, enabling operations such as listing dat…
Spring Boot AI Mongo MCP Server
A Spring Boot AI-powered Model Context Protocol Server for interacting with MongoDB
Jooby MCP
Jooby module that lets you run a Model Context Protocol (MCP) server
Spring Boot AI MCP Client
A Spring Boot application for interacting with MCP servers using Spring AI Chat Client and Rest Controller
AI MCP Stockholm Public Transport
MCP Server for Stockholm public transport. Ask AI "When is the next train from Sollentuna to Upplands Väsby?"
Spring Boot Client V2
Spring Boot MCP client with REST endpoints to connect servers, list tools, and call JSON‑RPC methods. Java MCP client: discover tools, read resources, and invoke tools over HTTP…
Spring AI Resos
This multi-module project hosts a client code-generated from an OpenAPI derivative of the ResOs API combined with a Spring AI implementation. It also includes an MCP server, MCP c…
Dotnet Dump MCP
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (Claude/Gemini) to analyze heaps, threads, and exceptions using natural language. Built with ClrMD, to…
Debug MCP
MCP server for .NET debugging — 34 tools for breakpoints, inspection, exception autopsy, code analysis, and more. Built on ICorDebug.
Lancer MCP
Self-hosted MCP server for hybrid semantic code search and repository intelligence.
VixMCP.Ai.Bridge
.NET bindings for VMware VIX API with Model Context Protocol server for AI-driven virtual machine automation
Playcaller
An MCP server for Unity that lets AI verify implementations by performing tap, drag, and flick operations on the Game View.
DotnetFastMCP
A lightweight .NET framework for building Model Context Protocol (MCP) servers. Integrates seamlessly with Azure AD, AWS Cognito, Auth0, OpenAI and other providers
ResxMcp
A lightweight MCP server for managing .resx localization files—works with any MCP-compatible client.
Home Memory
MCP server that lets your AI assistant remember everything about your home.
NixSearch.NET
.NET library, CLI tool, and MCP server for searching NixOS packages, options, and flakes. Search from code, command line, or AI assistants like Claude.
RoslynMcpServer
MCP server that exposes a Roslyn-backed view of a .NET solution (symbol references, code smells, class structure) to AI clients, so they query surgically instead of loading whole…
McpMesh
Aggregate multiple Model Context Protocol (MCP) servers into a single HTTP API. Docker-ready with 13 example tools included.
Sudo MCP
MCP server that runs sudo via a native OS password dialog so the password never enters the model context.
Nl MCP Stdio Ollama Time Demo
An end-to-end example demonstrating how to use Model Context Protocol (MCP) over STDIO in .NET to expose server-side tools and consume them from a client, then feed tool results i…
DesktopAssistant
Desktop AI agent: multi-chat, conversation branching, MCP servers, recursive sub-agents. Built with .NET 9, Avalonia, Semantic Kernel.
KustoGraphAssistant
A Model Context Protocol (MCP) server that provides comprehensive guidance and best practices for creating and managing Kusto graph models in Azure Data Explorer.
LlmsTxtKit
A C#/.NET MCP (Model Context Protocol) server and library that implements llms.txt-aware content retrieval, validation, and caching for AI agent systems.
Contextify Net
Contextify is a high-performance, modular library for building Model Context Protocol (MCP) servers in .NET. It allows you to expose your application's logic, data, and tools to A…
PocketMCP
Turn your Android phone into an MCP (Model Context Protocol) server. AI agents and desktop scripts can call your phone for live data and actions over LAN.
Broxy
Broxy fronts multiple upstream MCP servers as one, aggregates capabilities across protocols, and exposes only what presets allow.
Travel Planning Assistant Using LangGraph And FastMCP
Successfully developed a Travel Planner Assistant powered by LangGraph and MCP, integrating real-time flights, hotels, weather, places, and timezone tools. Features modular MCP se…
Fastmcp Lro
Large Result Offloading for MCP servers. Writes oversized tool responses to JSONL files, returning compact descriptors with extraction recipes.
Fastmcp Go
Re-implementation of fastmcp in Go — MCP server framework with zero deps, single binary, native concurrency
Python Fastmcp Tpl
Template project with FastMCP
Fullstack MCP Playground
🥷 MCP Playground: Fullstack AI agent template. Claude + microservices = modular superpowers. Enable weather, DB, files tools from UI gallery. Built for hackers who ship to product…
Mozichem Hub
A modular Python toolkit for creating MCP modules tailored to chemical engineering and chemistry workflows.
Cloudflare MCP Template
Reusable template for creating serverless Model Context Protocol (MCP) servers with provider plugin system. Deploy to Cloudflare Workers, Vercel, or any edge runtime.
Faf Skills
Claude Code skills for .faf — reusable workflows for project DNA management
Awesome MCP Hub
The curated, comprehensive directory of MCP servers and clients — with quality reviews, compatibility info, and difficulty ratings.
Create MCP Server Pro
Scaffold production-ready MCP servers in one command. Tests, CI, error handling, and best practices included.
Partner.github.io
A tool to help you debug MCP servers online
GreenboneMCP
Greenbone/OpenVAS MCP Server for AI-assisted Vulnerability Management
Bareos MCP Server
MCP server for Bareos backup system. Query your backups via your favorite AI assistant
Eruka MCP
MCP server for Eruka — anti-hallucination context memory for AI agents
Coder Bench
Benchmark tool for measuring MCP server effectiveness in LLM-assisted development
Git MCP Rs
A high-performance Model Context Protocol (MCP) server written in Rust. Enables AI Agents to fetch real-time GitHub repository data—including SemVer-sorted tags, file content, and…
Doc Indexer MCP
Local document indexer MCP server for semantic search over PDF, Excel, SQL, Markdown, and HTML files using Qdrant and Voyage AI embeddings.
CryptoConduit MCP
An MCP server that gives AI agents direct access to Polymarket Crypto prediction markets, enriched with live spot prices. Discover markets, analyze order books, paper trade strate…
Agentic Workflow
Universal orchestration engine for AI agents — workflows, pipelines, state machines, batch processing. 24 inventions, 124 MCP tools, .awf format. Rust core + MCP server.