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MCP servers tagged mcp-server
11K live MCP servers tagged "mcp-server", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with mcp-server.
Scoop MCP Tools
Scoop bucket repo for MCP Tools
Mmi Analyzer
MCP server for Cursor IDE that analyzes C#/.NET architecture quality using the MMI framework. Provides real-time feedback on Clean Architecture layering, encapsulation, and abstra…
Openmemory MCP Claude Starter
Claude + MCP + OpenMemory — give Claude a real, persistent memory with full temporal reasoning.
Hue MCP Server
MCP server enabling AI assistants like Claude to control Philips Hue lights via network API. Docker-ready with health monitoring.
World Bank Unicef Data
World Bank economic data combined with UNICEF child welfare indicators (mortality, nutrition, poverty)
Izzy Docs
A ChatGPT app for interacting with Google Docs
Optivise
Ultimate Development Assistant for Optimizely Developers. Intelligent MCP tool that enhances Optimizely Development.
AI Research Agent UdaPlay
AI Research Agent designed to answer questions about video games using vectorstore
Sketch Engine MCP Server
MCP server for https://www.sketchengine.eu/ (preview)
Aran MCP
Enterprise-Grade MCP (Model Context Protocol) Security and Management Platform
0g Chain MCP
Production-ready Model Context Protocol (MCP) server for 0G Chain blockchain operations
Vcf MCP Server
MCP Server to facilitate exploring Variant Calling Format (VCF) files using LLM agents
Knowbe4 Graphql API
Security-focused MCP server for Claude Desktop - Read-only access to KnowBe4 GraphQL API with 92+ optimized queries, PII filtering, and audit logging
Tax Depreciation MCP Guide
Tax Depreciation MCP based on MACRS system from IRS publication 946
Wikisearch
search wikipedia via local zim files
Rust Docs Deprecated
An MCP server that retrieves accurate Rust crate information and interface details from crates.io and docs.rs.
Aa
Model Context Protocol (MCP), focusing on building both MCP servers and clients using the Python SDK. You'll learn about MCP's three core primitives—tools, resources, and prompts—…
For ETL Orchestration
This project implements a Model Context Protocol (MCP)-compliant server that exposes a powerful set of ETL orchestration tools to LLM agents (like Claude or GPT), enabling them to…
Sonique
A lightweight toolkit to transcribe, summarize, and analyze audio content using intelligent processing
Mermaid Svg MCP
MCP server that generates SVG files from Mermaid diagram syntax using Playwright and mermaid-isomorphic
F1 Nexus
Next-gen F1 race strategy optimizer & telemetry analysis. AI agents, sub-ms processing, quantum-resistant. Rust+WASM+MCP for F1, sim racing, autonomous racing (A2RL). $2.7B market.
LogHarvester
Interactive CLI log extractor with date filtering and SSH support for efficient multi-source log collection.
PlugGraph MCP Starter Kit
Simple MCP Demo for Learners
Cloudrake
A cloud MCP server for extracting logs and unified data from cloud services to be used as an AI tool
SupervisorMCP
Model Context Protocol (MCP) server that provides intelligent supervision and task management
Locker
Locker is a lightweight MCP that enforces file-level access control to reduce LLM Loops, hallucinations and inconsistancies.
Daily Change Log
MCP server for daily change log and tracking of daily task. Helps to create professional fine tuned change logs on every tasks on a daily basis to share it to the client.
Eyeson
Comprehensive UX analysis platform powered by Google Gemini AI. Captures multi-viewport screenshots, identifies accessibility issues, detects AI design anti-patterns, and gener…
Testlemon MCP Server
An official Testlemon Model Context Protocol (MCP) server Implementation
Foaas MCP Demo
Demo repository for FOAAS MCP Server - browse sample issues and PRs to see contextual tool selection in action
Openarchieven
MCP server for the public JSON API of OpenArchieven.nl
Multi Memory MCP
Multi-Memory MCP Server
Js Executor
Secure MCP server that executes JavaScript code for data analysis using isolated-vm.
Lecture MCP Server
A general-purpose MCP (Model Context Protocol) server for processing lecture materials from PDFs. Extracts text, chunks it for LLM processing, and converts to clean Markdown with…
Fuck It MCP
a dumb mcp, you shouldn't use this. probably. idk im not your dad
Rag Chroma Streamlit
A production-ready Retrieval-Augmented Generation (RAG) application built with Streamlit, LangChain, and ChromaDB. Features Model Context Protocol (MCP) integration for seamless t…
Downloader Youtube
stdio MCP server для скачивания аудио (MP3) с YouTube через Claude Code, Codex, Claude Desktop. yt-dlp под капотом.
Repo Ctx
MCP-Server: searchable access on every Git repo for AI assistans - Symbols, dependency graps, architecture analysis for 12 languages
Cuba Memorys
Provide AI agents with long-term memory using a neuroscience-based knowledge graph and Model Context Protocol for improved coding assistance.
FilesAssistant MCP
This project is a template for building custom Model Context Protocol (MCP)-based agents that integrate with large language models (LLMs) via an OpenAI-compatible API.
Weather By Met
MCP server bringing real-time Malaysian weather forecasts to AI assistants
Playwright Babyrefil
A production-ready, professional E2E test automation framework built with Playwright and Pytest.
GitVisionMCP
A comprehensive Model Context Protocol (MCP) Server that provides advanced git analysis and documentation tools, including powerful commit, Excel, XML, YAML and JSON search capabi…
Wesite Agent
An intelligent AI agent built using LangGraph and Gemini LLM that can scrape websites, crawl pages, and extract structured data using Firecrawl tools. Powered by the Model Context…
Docs Search
An experimental Model Context Protocol (MCP) server that allows LLM clients (like Claude Desktop) to dynamically retrieve the latest implementation details and documentation from…
SDK Demo
An MCP Server use case with advanced document handling and OpenAI Integration
MSPaint AgenticAI
The MS Paint Application doesn't have API which is required for the MCP Server to access and connect it to the MCP Client. So, with the help of the system prompt and the user quer…
AI Salesperson MCP
A fast, AI-powered backend for e-commerce that enables text-to-image, text-to-text search, and product filtering using CLIP, Sentence Transformers, and FastMCP.
Unified Math MCP Server
A Local Model Context Protocol (MCP) server that transforms AI assistants into mathematical powerhouses with deterministic calculations.
Stock Market AI Assistant
Real-Time Stock Market Intelligence for AI Assistants Connect ChatGPT, Claude, and other AI models to live Indian stock market data with powerful financial analysis tools. Get pr…