Discover Awesome MCP Servers

mcp-heimdall

Security scanner for MCP servers — vet an MCP before you wire it into an agent. Detects prompt-injection, credential exfiltration (via taint analysis), RCE, and supply-chain risks, and catches cross-server exfil chains no single server reveals. Zero-dependency local CLI, SARIF output, CI-gateable, no account.

RGM MCP Server

Enables Revenue Growth Management analysis for the Alco-Bev industry using NIQ data, including price elasticity, promo effectiveness, and pricing optimization.

OpenRouter MCP Server

An MCP server that provides access to 400+ AI models via OpenRouter, enabling chat, comparison, and document analysis through Claude.

🚀 deco.host — Instant MCP Server Deployment

오픈 소스 MCP 서버 플랫폼입니다. 사용자 정의 MCP 서버를 구성하고 어디든 배포할 수 있는 웹 Ninite입니다.

agendum

Project memory and scoping engine for AI coding agents. It gives any agent persistent project state, bounded work packages, and cross-session continuity.

MCP Pyrefly

Integrates Pyrefly's real-time Python type checker with a gamification system that rewards fixing code errors with lollipops, using psychological manipulation to encourage LLMs to actively hunt for and fix all errors including imports.

errorbar

Enables MCP clients to call the platform's full API as individual tools—covering evals, criteria, gates, logs, datasets, aliases, label sets, audit/proving, dedicated endpoints, and training—with validated inputs and raw API responses.

ollama-web-tools-mcp

MCP server exposing web_search, web_fetch, and cluesift_domain_fetch tools with configurable Ollama API keys and HTTP or stdio transport.

Global MCP Manager

Enables executing terminal commands and managing files across different contexts: local system, remote SSH servers, and GitHub repositories. Provides comprehensive file operations, directory navigation, and multi-environment command execution capabilities.

minio-mcp-server

Enables LLM agents to interact with MinIO/S3 object storage, supporting bucket and object operations like listing, reading, writing, and generating presigned URLs.

ReportPortal MCP Server

ReportPortal용 MCP 서버

mcp-servers

미정 (Mi-jeong)

MCP Server UV

uv 패키지 관리자를 위한 모델 컨텍스트 프로토콜 서버

Merit MCP

Connects to Merit bookkeeping software

codex-buddy-for-claude

Enables Claude Code to leverage OpenAI models for expert code review, deep architecture analysis, and security audits, with automatic markdown report generation.

Cold's MCP Server - Project Management System

Enables AI assistants to create, manage, and track projects with associated todos, including CRUD operations and filtering by status, priority, and project.

hyprland-mcp

Enables AI agents to control a Hyprland Wayland desktop by listing windows, capturing screenshots, and sending input to a dedicated agent workspace without disrupting the user's screen.

Fetch JSONPath MCP

Enables efficient extraction of specific data from JSON APIs using JSONPath patterns, reducing token usage by up to 99% compared to fetching entire responses. Supports single and batch operations for both JSON extraction and raw text retrieval from URLs.

jira-lite-mcp

A lightweight Jira Cloud MCP server for Claude Code that provides high-value tools for reading and writing Jira issues with human-readable responses.

mcp-swarm

A multi-model agent swarm coordinator that automatically selects the most suitable LLM based on task content and role requirements. It provides tools for automated model selection, direct model interaction, and task analysis across a variety of specialized AI models.

Ioc Search MCP Server

Enables comprehensive threat analysis for Indicators of Compromise (IoCs) including IP addresses, file hashes, domains, and URLs. It provides detailed reputation scores, security vendor evaluations, and network metadata to facilitate security assessments and risk detection.

Shared Skills Registry MCP

A self-hosted registry and MCP server for reusable AI-agent skills that enables agents to discover, retrieve, and install skills with guardrails.

JWT Auditor MCP Server

Provides advanced JWT auditing tools including decoding, vulnerability analysis, secret bruteforcing, and JWT generation/editing capabilities for MCP-compatible clients.

MCP 学习项目⚡

개인적인 MCP 학습

Marketing Analytics MCP Server

Enables natural language querying of marketing analytics across Google Search Console, GA4, Google Ads, HubSpot, and Bing. Provides tools for search queries, traffic, campaign performance, and composite cross-platform rollups.

Zotero Chunk RAG

Enables passage-level semantic search over a Zotero library by extracting, chunking, and embedding PDF text using Gemini and ChromaDB. It provides MCP tools to perform topical searches and retrieve specific document passages with surrounding context.

Klever MCP Server

An MCP server for Klever blockchain smart contract development, providing contextual knowledge including code patterns, best practices, and runtime behavior.

FastMCP Production-Ready Server

A production-ready MCP server that enables users to interact with Neo4j databases through health checks and Cypher query tools. It features a structured, containerized architecture with built-in support for Azure deployments and environment-driven configuration.

Movie Booking Assistant

Provides a suite of tools for searching movies, checking showtimes, and managing ticket bookings for Bangalore cinemas. It enables AI clients to handle end-to-end movie theater interactions including seat availability checks and reservation management.

Precogly MCP

MCP server for Precogly threat modeling, enabling users to integrate threat modeling capabilities into AI assistants.