Discover Awesome MCP Servers

Spec3 MCP Server

A demonstration MCP server for local development and testing with Claude Desktop on WSL. Provides basic utility tools including greeting messages, echo functionality, and server information retrieval.

Remote Calculator MCP Server

A containerized MCP server deployed on Amazon EKS that provides a simple calculator tool for adding two numbers. Demonstrates how to deploy and scale MCP servers in a Kubernetes environment with proper session management and HTTP endpoints.

Zoho Timeline MCP Server

Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline screenshots, automatically extracting timeline events, workflows, and functions through OCR and vision API, with export to JSON and Markdown formats.

SQLite-MCP

..

AutoBuildMCP

A profile-based build automation server powered by MCP that manages, executes, and monitors build processes across multiple projects with features like build queuing, asynchronous execution, and file-watching for automatic rebuilds.

mcp-agent-tool-adapter

MCP 도구를 현대적인 에이전트 프레임워크를 사용하여 협업적 추론 에이전트로 변환합니다.

MCP Orquestrador

Advanced task automation system that reads codebases, divides complex tasks into specific steps, and rigorously executes them with complete testing, documentation, validation and automatic correction.

Prompt Manager

간소화된 SOLID 아키텍처를 통해 프롬프트 생성, 관리 및 템플릿 생성을 지원하여 사용자가 프롬프트를 범주별로 정리하고 런타임에 템플릿을 채울 수 있도록 합니다.

keyphrases-mcp

Enables AI-driven workflows to extract keyphrases more accurately and with higher relevance using the BERT machine learning model. It works directly with your local files in the allowed directories saving the context tokens for your agentic LLM.

Store Scraper MCP

Enables querying and retrieving data from App Store and Google Play Store, including app details, reviews, ratings, rankings, permissions, and search capabilities across both iOS and Android platforms.

Shogi MCP Server

Enables AI agents to analyze shogi (Japanese chess) positions and moves by integrating with USI protocol engines. Provides position analysis, move evaluation, and game state assessment through HTTP API bridge and MCP tools.

Advanced PocketBase MCP Server

거울

UX Laws MCP

An MCP server for auditing and analyzing user interfaces across 20 platforms based on 30 fundamental UX laws. It provides automated code detection, platform-specific checklists, and comparative analysis to optimize design usability.

PDF RAG MCP Server

Enables intelligent search and question-answering over PDF documents using semantic similarity and keyword search. Supports OCR for scanned PDFs, persistent vector storage with ChromaDB, and maintains source tracking with page numbers.

Structured Workflow Engine MCP Server

A Context Engineering Framework that provides 9 battle-tested development workflows with smart validation to help AI models follow consistent processes.

OSV

The server can be utilized for secure development by listing all packages' CVEs, their affected versions and their fix versions.

Git Prompts MCP Server

Mirror of

Founder Intelligence Engine

Transforms founder profiles from social media into actionable strategic intelligence through automated scraping, LLM analysis, and personalized news tracking. It leverages vector search and caching to provide deep insights and relevant updates on specific founders.

HashiCorp Vault MCP Server

Model Context Protocol (MCP) Server for HashiCorp Vault secret management

Majin Slide MCP

Generates AI-powered prompts for creating markdown slide presentations and saves them as Marp-compatible files. Supports customizable presentation styles, templates, and direct file creation for professional slideshows.

Twosplit MCP Server

여러 개의 Claude 인스턴스를 활용하여 향상된 응답을 제공하는 MCP 서버입니다. 동일한 프롬프트를 두 개의 개별 인스턴스에 보내고, 세 번째 인스턴스를 사용하여 최상의 요소를 결합하거나 선택합니다.

PRIMS – Python Runtime Interpreter MCP Server

Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.

kmcp

🚀 Kubernetes용 MCP 서버.

Polymarket MCP Server

Enables Claude to autonomously trade, analyze, and manage positions on Polymarket prediction markets with 45 comprehensive tools including market discovery, real-time monitoring, portfolio management, and AI-powered trading recommendations with enterprise-grade safety features.

Hedgehog

A Model Context Protocol server that manages structured technical spike investigations and generates Architecture Decision Records through an enforced four-phase workflow. It enables developers to track exploration branches, document adversarial challenges, and maintain persistent state across multiple sessions.

Polymarket MCP

A Model Context Protocol (MCP) server for Polymarket prediction markets, providing real-time market data, prices, and AI-powered analysis tools for Claude Desktop integration.

public-ui-kolibri

KoliBri - the accessible Web Components library.

MCP - Model Context Protocol

Ollama를 통해 LLM 기능을 통합하고 벡터 메모리 컨텍스트를 지원하는 대화형 애플리케이션 서버입니다. 여러 사용자, 세션, 자동 히스토리 요약, 그리고 실제 작업을 실행하기 위한 플러그인 시스템을 지원합니다.

Filesystem MCP Server

Enables secure filesystem operations with directory sandboxing and optional read-only mode. Supports file reading/writing, directory management, file searching, and text operations while restricting access to specified directories.