Discover Awesome MCP Servers

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.

domo-mcp-readonly

A read-only MCP server for the Domo BI platform that allows AI agents to query and list data, datasets, cards, and analytics structures without making any changes.

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.

Aicon

Enables AI-powered icon search, generation, and download from 275,000+ icons with web-based authentication and subscription plans.

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⚡

個人的なMCP学習 (Kojinteki na MCP gakushū)

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.

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.

Steam Review and Forum MCP

Enables exploring Steam store reviews and community discussion threads with server-side filtering, temporal analysis, and metadata context for understanding player sentiment and feedback beyond store page noise.

Notes MCP Server

Enables creating and managing text notes through MCP resources and tools. Provides note creation capabilities and automatic summarization of all stored notes.

Remote MCP Server

A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers that allows connecting AI models to custom tools without authentication.

Orcool Studio

Self-service creative engine: a living market-signal feed, narratives your experts judge, and a Brand Lens that gets you to a winning ad faster. Sold as time-to-winner, not video volume.

NodeMCU MCP Service

ESP8266/NodeMCU IoTデバイスを管理するためのサービス。REST/WebSocket APIを提供し、AIアシスタント統合のためにModel Context Protocolを実装します。

MCP Imagen Server

Enables text-to-image generation, style transfer, background removal, and automatic image cropping using Google's Imagen AI models through the Model Context Protocol.

Google Classroom MCP

This MCP server provides comprehensive read and write access to Google Classroom, enabling management of courses, rosters, assignments, and grades. It supports full lifecycle operations for educational environments including student submissions, teacher invitations, and coursework organization.

@lomi./gsc-mcp

Enables Google Search Console data queries via MCP, including search analytics, performance comparisons, URL inspection, and sitemap management.

manim-mcp

Enables generating and editing mathematical animations via natural language, with support for multi-agent pipeline, RAG-based code generation, and parallel audio narration.

Reddit Scraper

Scrapes and queries Reddit posts, comments, and media from subreddits and user profiles without requiring API keys, storing data locally for offline access and filtering.

MCP Gemini CLI

A server that allows interaction with Google's Gemini AI through the Gemini CLI tool using the Model Context Protocol, providing a standardized interface for querying Gemini with various options and configurations.

MOF Tools MCP Server

A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.

twilio-mcp-scenario

MCP server for creating and validating Twilio IVR scenario JSON, grammar files, and FAQ workbooks locally, with built-in specifications and patterns from production data.

ArmBench MCP Server

Enables benchmarking and inference of LLMs on Arm64 cloud instances with KleidiAI optimizations, providing an MCP-compatible API for serving results.

Bun Fun MCP Server

A simple example MCP server built with Bun that provides basic utility tools including current time retrieval, message echoing, and number addition. Serves as a template for building MCP servers with Bun runtime.

Read-only Trello MCP server

Lets Claude read your Trello boards, lists, and cards via a remote MCP server.

Kubernetes MCP Server

Enables real-time Kubernetes cluster observability and debugging through standardized MCP interface. Provides access to pods, services, nodes, events, and includes built-in tools for cluster health analysis and issue identification.

GitHub MCP App Shim

A lightweight stdio-to-http relay that enables the GitHub MCP server to authenticate using a GitHub App instead of a Personal Access Token. It automatically manages fine-grained permissions and short-lived tokens for secure, organizational AI agent workflows.

Remote OpenCode MCP Server

A Model Context Protocol (MCP) server that enables remote access to OpenCode AI coding agent, allowing MCP-compatible clients to leverage OpenCode's capabilities.

sau-mcp

MCP server wrapping social-auto-upload CLI for AI clients to verify cookies and publish videos/notes to Chinese social platforms (Douyin, Kuaishou, Xiaohongshu, Bilibili).