发现优秀的 MCP 服务器

Via

Enables routing context and execution across AI tools like Claude, Cursor, Windsurf, and ChatGPT with a shared memory, task board, and context bus, plus local file conversion.

pexels-mcp-server

A Model Context Protocol server that provides access to the Pexels API for searching and retrieving photos, videos, and collections.

Postman Tool Generation MCP Server

一个 MCP 服务器，可以从 Postman 集合和请求中生成 AI 代理工具。 该服务器与 Postman API 集成，将 API 端点转换为类型安全的代码，这些代码可以与各种 AI 框架一起使用。

Notory MCP server

Enables an AI assistant to interact with a Notory inventory instance through its REST API, allowing lookups and modifications based on token scope. It automatically discovers available endpoints from the live OpenAPI spec, covering over 200 endpoints beyond just assets.

Mezmo MCP

Mezmo MCP is a remote MCP server that connects AI assistants and IDE chat to Mezmo so you can run advanced root-cause analysis, discover pipelines, and export logs without hosting anything yourself. It's built for observability use cases and works across many popular MCP clients.

Linear Regression MCP

一个 MCP 服务器，只需上传 CSV 文件即可让 Claude 训练线性回归模型，处理从数据预处理到模型评估的整个机器学习流程。 (Alternatively, a slightly more technical translation:) 一个 MCP 服务器，允许 Claude 通过简单上传 CSV 文件来训练线性回归模型，并处理包括数据预处理和模型评估在内的整个机器学习流水线。

keycloak-mcp-server

A comprehensive MCP server for Keycloak administration, offering 80+ tools to manage users, realms, clients, roles, groups, sessions, events, organizations, and more directly from AI assistants.

document-intelligence-mcp

Local document intelligence for AI agents — extract text, detect tables, read metadata, analyze structure, search keywords, and detect language from PDF and DOCX files. No cloud API required, no API key needed.

MCP Arena

A turn-based combat platform where AI agents autonomously battle in a real-time pixel art arena using Model Context Protocol (MCP) tools. Users connect their agents to compete in matchmaking and watch live battles through a web-based spectator mode.

Signavio MCP Server

Enables AI assistants to interact with SAP Signavio Process Manager through its API, supporting operations like managing process models, folders, dictionary entries, and searching across business process content.

ReliaQuest GreyMatter MCP Server

Enables AI assistants to interact with the ReliaQuest GreyMatter platform via 146 tools across 22 domains for incident response, playbooks, cases, and more, including a generic graphql_query escape hatch.

BrowserMesh

A local, open-source MCP server that enables AI clients to control multiple isolated Chromium browser sessions concurrently, with explicit session and page addressing and independent state.

tryonfy-mcp-server

MCP server for TryOnfy - AI virtual try-on platform that lets you preview clothing, hairstyles, and accessories instantly.

OpsLevel MCP

OpsLevel MCP

Apex MCP for X Management

Enables complete management of X (Twitter) accounts through a single API key, supporting functions like getting tweets, searching, generating and posting replies.

smhi-mcp-server

MCP server for SMHI weather data, providing current conditions, hourly and daily forecasts, and daily summaries for northern Europe.

code-review-mcp

Enables AI assistants to review GitHub and GitLab pull requests and merge requests, supporting multiple transports and custom review rules.

WhyGuard MCP Server

Prevents accidental removal of protected historical behavior by analyzing git history and recorded decisions, blocking commits that remove critical logic.

reddit-mcp

Enables searching Reddit, finding subreddits, reading threads and comments via Atom feeds for research in Claude Desktop.

capability-bridge

Adds vision capabilities to text-only coding models via MCP, enabling image analysis, OCR, and visual reasoning without switching the main model.

peru-gob-mcp

MCP server for Peruvian government data, enabling search and anomaly detection in public procurement (OSCE) and legislative tracking (Congress), plus semantic search over both domains.

q0t-telegram-mcp

A production-quality Telegram MCP server that sends messages via Telegram API, fixing bugs in the reference implementation. Provides tools to list dialogs, read messages, send messages, and mark chats as read.

MindSwap

Local-first AI context and memory server for cross-tool coding continuity. MindSwap helps developers and coding agents persist repo state, search prior decisions, manage structured memory, resume interrupted work, and share one continuity layer through CLI and MCP.

MCP Server Trello

实现与 Trello 看板的无缝集成，允许用户管理卡片、列表和活动，同时自动处理速率限制并提供类型安全。

agent-audit-trail

MCP server providing immutable audit logging, policy enforcement, and compliance reporting for AI agent workflows, enabling regulatory compliance and chain integrity verification.

ZAP MCP Proxy

A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Protocol tools, enabling AI agents to perform automated security scanning.

marta-mcp

MCP server for Atlanta MARTA real-time transit data, enabling queries about train arrivals and bus positions via natural language.

ScopePilot MCP

A safe and bounded AI-agent security testing framework that enables authorized web security testing tasks like reconnaissance, attack surface inventory, and report drafting through MCP tools.

Police MCP Server

Enables a police agent to autonomously chase a thief in a peer-to-peer grid game using FastMCP for turn-based communication and decentralized orchestration.

notify_me_mcp

Enables sending rich notifications to Discord and/or Slack webhooks with automatic service detection, retry logic, and support for embeds, blocks, and attachments. Provides secure webhook management with comprehensive input validation and rate limiting.