发现优秀的 MCP 服务器

Prometheus MCP Server

Provides access to Prometheus metrics and queries, allowing AI assistants to execute PromQL queries and analyze metrics data through standardized MCP interfaces.

Mcp Mindmesh

具有场相干性的 Claude 3.7 Swarm：一个模型上下文协议 (MCP) 服务器，它协调多个专门的 Claude 3.7 Sonnet 实例，形成一个受量子启发的集群。它在模式识别、信息论和推理专家之间创建一种场相干效应，从而从集成智能中产生最佳相干响应。

TrueNAS Core MCP Server

A Model Context Protocol server that enables Claude Desktop and other MCP clients to interact with TrueNAS Core systems through the TrueNAS API, supporting user management, storage operations, sharing, and snapshot creation.

keccak-mcp

An MCP server that provides Keccak cryptographic hash tools.

users

MCP server that serves tools for interacting with a users API over stdio, supporting operations like finding users. It provides a validated configuration and structured logging for building MCP-based user management workflows.

fcop-mcp

35 MCP tools for file-based multi-agent coordination. Agents write tasks, reports, issues and reviews via structured tool calls. Works with Cursor and Claude Desktop.

yliyun-mcp-server

Exposes cloud drive file search, read/write, sharing, tagging, and more via the standardized MCP protocol, enabling AI clients like Claude Desktop and Cursor to interact with 一粒云 storage.

brain2

A database-first personal knowledge management system powered by a local MCP server, providing 29 tools to manage and search structured knowledge (meetings, emails, people, accounts, projects, todos, etc.) via a single SQLite file.

MCP ABAP ADT

一个服务器，它将模型上下文协议 (MCP) 与 SAP ABAP 系统桥接起来，从而允许像 Cline 这样的工具检索 ABAP 源代码、表结构和其他开发工件。

Fortnox MCP Server

An MCP server for integrating with the Fortnox Swedish accounting system. Enables LLMs to manage invoices, customers, suppliers, orders, accounts, vouchers, and provides business intelligence analytics.

mcp-demo

A minimal MCP server example demonstrating Tools, Resources, and Prompts. It enables calculations, time queries, note management, and code review prompts via stdio transport.

jalipata-mcp-memory

Provides persistent, multi-tenant knowledge graph memory for MCP-capable AI tools, allowing them to recall and store entities, observations, and relations across sessions with keyword search.

gpt-cross-validator

Enables cross-validation of Claude's plans and code reviews using GPT-5.2, providing independent assessment with structured JSON output.

Runway API MCP Server

Enables AI video and image generation through the Runway API. Supports video generation from images and text prompts, image creation, video upscaling and editing, and task management.

solagent-mcp

Enables AI agents to interact with the Solana blockchain through MCP, supporting wallet queries, token swaps via Jupiter, token transfers, and market data.

Cloudflare Remote MCP Server

Deploy a stateless MCP server on Cloudflare Workers without authentication, supporting custom tool registration and compatibility with AI clients like Claude and Playground.

AI IT Helpdesk Assistant MCP Server

MCP server for an AI IT helpdesk that exposes 29 tools, 10 resources, and 6 prompts for ticket management, knowledge base search, employee lookup, reporting, and Slack notifications, with a multi-agent conversation pipeline.

deepseek-mcp

Bridges MCP clients to the DeepSeek API for chat completions and model discovery, with an optional locked-down bridge that delegates prompts to local CLI harnesses like Claude, Codex, or opencode.

server-admin-mcp

Enables remote administration of a Debian stage server over SSH, including monitoring, Docker Compose, PostgreSQL, logs, Nginx, firewall, and automation with 82 tools.

mcp-everything

A single Python package that bundles 18 plug-and-play MCP servers for Claude, allowing users to access Hacker News, Wikipedia, weather, GitHub, and many other services directly from conversations.

Remote MCP Server for Analyzing Tokens using CoinGecko Market Data

使用 CoinGecko API 分析代币的 MCP 服务器。包含 RSI、EMA、MACD、布林带、黄金交叉和死亡交叉等指标。

tool-disco

A tool discovery MCP server that integrates with Azure DevOps wikis and code-graph-rag to match natural language goals to tools, enabling tool composition and proxy testing.

io.github.oleksiijko/pmb-ai

Local-first memory for AI coding agents using SQLite, enabling persistent recall of decisions, lessons, and project context without cloud or API keys.

deepseek-mcp-image

Provides image recognition for text-only LLMs like DeepSeek by bridging to SenseNova multimodal model, enabling image description via the describe_image tool.

mcp-image-downloader

使AI助手能够从URL下载图像并执行基本的图像优化任务。

Sintegra CCC Completa

MCP server for querying complete Sintegra Centralized Taxpayer Registry (CCC) data from CPF/CNPJ or state registration and UF. Read-only, hosted, pay-per-use, works with any MCP client.

keyless-web-search-mcp

Enables keyless web search across multiple engines with fallback and relevance ranking, plus anonymous HTTP(S) page fetching, all without API keys or vendor dependencies.

Better Icons

Provides access to over 200,000 icons from 150+ collections with features for searching, recommendations, and direct file synchronization. It supports multiple frameworks and optimizes AI performance by writing icon code directly to project files.

Zhipu AI Image Generation MCP Server

Enables high-quality image generation using Zhipu AI's CogView models through the Model Context Protocol. Users can generate, download, and manage images with customizable sizes and quality settings.

Script Generator MCP Server

一个 MCP 服务器，能够根据指定的主题和关键词生成脚本，同时还提供存储和总结笔记的功能。 (Alternatively, a slightly more formal translation:) 一个基于 MCP 的服务器，其功能包括：根据指定主题和关键词生成脚本，以及提供笔记存储和总结功能。