发现优秀的 MCP 服务器

OCI Core Services FastMCP Server

A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that enables management of compute instances and network operations with LLM-friendly structured responses.

appsmith-mcp

An MCP server that enables AI agents to build and edit Appsmith apps by driving the browser editor via WebDriver BiDi and Redux store manipulation.

moo2-mcp

Enables AI to observe and control the DOS game Master of Orion 2 by reading emulator memory and simulating mouse/keyboard input.

ansys-aedt-mcp

Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc.) using MCP tools for simulation automation.

Singapore News MCP Server

Provides real-time news feeds from major Singapore news sources including The Straits Times, Business Times, and Channel News Asia. Delivers live news updates through Server-Sent Events for up-to-date information access.

AegnticMCP

AegnticMCP 自动化创建和管理 MCP 服务器，确保它们稳定、适应性强且智能化。

School MCP

Enables natural language queries about grades, GPA, attendance, and schedules by connecting Claude to StudentVue school dashboards. Includes analytical tools for grade simulation, what-if scenarios, and academic performance tracking based on live school data.

cross-claude-mcp

A message bus that enables AI assistants (Claude, ChatGPT, Gemini, Perplexity) to communicate via shared channels using MCP or REST APIs.

arx-mcp

Enables AI assistants to compile, run, lint, and format ArxLang code directly through ArxNode without manual terminal commands.

Mochify MCP

MCP implementation for connecting to the Mochify image processing API to convert, compress and resize images.

agentbox

A threaded message relay for ChatGPT and local coding agents, enabling message exchange and file sharing via MCP and REST APIs.

MCP Server Client Demo

A demo MCP server with streamable HTTP transport and auto tool registry, enabling LLMs to connect with external data sources and tools.

Swagger Testcase MCP

MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swagger 2.0 and OpenAPI 3.x, generates test cases across 8 categories (positive, negative, boundary, auth, security, idempotency, pagination, business logic), and exports to Postman, TestRail, Allure, k6, pytest, Gherkin, and CSV. Supports internal corporate APIs with auth headers. Auto-saves export files to your working di

Dewey

Enables searching and researching document collections through hybrid semantic search and agentic research queries with grounded, cited answers. It allows users to list collections, scan document sections, and retrieve full Markdown content via MCP-compatible agents.

Repliz MCP Server

Enables AI assistants to manage Repliz workspaces via natural language, including listing and replying to comments, scheduling posts, handling DMs, and browsing content and stats.

geoseo-mcp

Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bing, Yandex, and major LLMs, providing tools for search performance analysis, citation tracking, on-page audits, and internal link graph analysis.

Replicate Recraft V3 MCP Server

Provides access to the recraft-ai/recraft-v3 image generation model via Replicate, supporting high-quality image creation with granular style, size, and aspect ratio controls. It features synchronous and asynchronous generation workflows, local image downloads in WebP format, and comprehensive prediction tracking.

MCP Server Redis

一个服务器，它通过一组工具为 Claude 提供 Redis 数据库的访问和操作，这些工具包括基本操作、列表、哈希、集合和发布/订阅功能。

Email-MCP

An MCP server that enables AI assistants to send emails through SMTP protocol by providing server credentials, recipient information, subject, and message content.

Fathom MCP Server

Enables querying meeting transcripts, summaries, and action items from Fathom directly in your MCP-compatible AI assistant, eliminating context switching while coding.

plan-mode-mcp

Cross-platform MCP server providing Claude Code-style plan mode via four tools (enter_plan_mode, get_plan_mode_standards, todo_write, exit_plan_mode) with soft guidance through SKILL.md.

AgentVision

AgentVision is a debug flight recorder MCP server that watches a target program, captures its window and logs, and exposes time-aligned, verified evidence through 90 MCP tools so AI agents can debug running programs without hallucinating.

Bugcrowd MCP Server

Provides secure access to the Bugcrowd bug bounty platform API, optimized for OpenAI's Agents SDK integration to enable vulnerability management and security research.

skype-archive-mcp

Enables local browsing and searching of Skype export archives through MCP tools for messages, conversations, participants, and attachment extraction, with privacy-focused local processing.

immich-photo-manager

Manage your self-hosted Immich photo library through conversation — natural language search via CLIP, geographic album curation, duplicate detection with perceptual hashing,

Spotify MCP Server

A MCP server for controlling Spotify playback, searching for content, and managing playlists via OAuth authentication.

gemini-spark-mcp

Deployable MCP server for GitHub and Vercel integration. Enables creating repos, pushing multiple files in a single commit, deploying projects to Vercel, managing environment variables, and combined deploy workflows via natural language.

mcp-jokes

Enables searching jokes by keyword and retrieving joke categories using the free JokeAPI v2, with no authentication required.

ralph-wiggum-mcp

An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum technique for iterative, self-referential AI development loops.

MCP Nexus

A unified search and extraction MCP server hosted on Cloudflare Workers that integrates Tavily and Brave Search APIs with automatic API key rotation. It features secure, encrypted storage for keys using Cloudflare D1 and provides an admin interface for managing client tokens and search configurations.