Discover Awesome MCP Servers

MCP for IIIF Images

Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.

MeshAI MCP Server

Enables Claude Code and other MCP-compatible tools to leverage MeshAI's multi-agent orchestration capabilities for code review, refactoring, debugging, documentation, architecture analysis, and feature development. Automatically selects appropriate AI agents based on task content and works with agents built on LangChain, CrewAI, AutoGen, and other frameworks.

Alibaba Cloud MCP Demo

A Vue 3 and Express application that demonstrates interaction with Alibaba Cloud's Bailian API for natural language processing and intent parsing, supporting tasks like weather queries.

Text Classification MCP Server (Model2Vec)

Enables fast text classification using Model2Vec static embeddings with 10 default categories (technology, business, health, etc.), supports custom category management, batch processing, and provides both local and remote deployment options.

Model Context Protocol (sse) servers

使用 SSE 的模型上下文协议服务器

pernosco-mcp

MCP server that connects AI coding agents to Pernosco debugging sessions for querying execution traces, inspecting variables, navigating call stacks, and tracing value histories through natural language.

EAG MCP Demo

A FastMCP server with web search, local notes CRUD, and a generative UI dashboard using Prefab.

AgentAudit

Security scanner for AI agent packages that enables AI agents to audit MCP servers and packages for vulnerabilities, prompt injection, and supply chain attacks.

commercetools MCP Essentials

An MCP server that enables AI agents to interact with the commercetools Composable Commerce platform. It provides tools for managing products, categories, orders, carts, and customer data through secure read and write operations.

zeek-mcp

An MCP server for Zeek and Suricata, providing intelligent log parsing, querying, and analysis over network security monitoring data.

Google Calendar MCP Server

Enables management of multiple Google Calendar accounts with support for searching, creating, updating, and deleting events on primary calendars through natural language, with encrypted credential storage.

MCP Server

A TypeScript MCP server that evaluates MCP capabilities over RAG approaches, integrating with Google Calendar to enable querying meetings and events via chat.

paladin-swap-mcp

Multi-aggregator swap router for AI agents on Base. MCP-native, best-of-N across 0x and Velora, current flat 10 bps fee.

claudeusage-mcp

Provides real-time visibility into Claude Pro and Max subscription usage limits directly within Claude Code by utilizing local OAuth tokens. It enables users to monitor session and weekly usage across different models and receive alerts regarding rate-limiting status.

aicard

Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant model and system cards via MCP.

outstations-mcp

Provides access to yacht-club outstation records including size limits, rafting rules, booking processes, amenities, and overnight-comfort ranking, preloaded with three Royal Victoria Yacht Club outstations.

ConnectWise Live MCP Server

Enables interaction with ConnectWise Manage through 45 tools across Service, Operations, and Finance domains, with tier-based access control for finance tools.

Aider MCP WebSocket Server

A production-ready MCP server that exposes Aider's code editing capabilities via WebSocket, enabling natural language commands to create and edit files with isolated workspaces.

iMessage MCP Server

Enables Claude to read and search through iMessage, SMS, and RCS conversations, including mixed-protocol group chats with Android users. It decodes binary message data from the macOS Messages database to provide a comprehensive view of message history.

SiYuan Note MCP Server

镜子 (jìng zi)

Korea Tourism API MCP Server

使人工智能助手能够通过韩国旅游发展局官方API访问韩国旅游信息，从而提供对景点、活动、美食和住宿的全面搜索，并提供多语言支持。

Recall

Open-source MCP memory server for AI agents — persistent, searchable, tiered memory across sessions. Works over stdio (Cursor, Claude Desktop) or HTTP+SSE. MIT licensed.

MCP-OpenStack-Ops

A comprehensive MCP server providing OpenStack project management and monitoring capabilities with built-in safety controls and single-project scope.

emms-mcp

Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hierarchical memory (working→short-term→long-term→semantic), Ebbinghaus forgetting curves, dream consolidation, hybrid retrieval (BM25+RRF), goal tracking, emotional recall, knowledge graphs, and a 26-job consciousness daemon. Works with Claude Code, Cursor, and any MCP client.

vocab-mcp

A vocabulary-bank MCP server that allows users to collect unfamiliar words, organize them into decks, review with spaced repetition, and enrich with definitions and pronunciation, all stored locally.

mcp-divoom-lan

Enables AI clients to control Divoom LAN devices, including watchface management, brightness adjustment, and screen control through natural language.

Canny MCP Server

A Model Context Protocol (MCP) server for Canny feedback management. Enables managing customer feedback, prioritizing features, and streamlining product development through natural language.

Crypto Signals MCP

Real-time crypto volume anomaly detection across 50+ tokens. Provides market scanning, signal analysis, and portfolio management capabilities via MCP protocol.

openai-responses-mcp

Lightweight MCP server using OpenAI Responses API with built-in web search, enabling AI assistants to answer questions with citations and search results.