发现优秀的 MCP 服务器

Suricata MCP

An MCP server for validating Suricata rule syntax and testing rules against pcap files to verify alert matching. It automates the testing process by running Suricata and parsing generated alert logs to confirm signature IDs.

Edgee MCP Server

Enables interaction with the Edgee API for managing organizations, projects, domains, components, users, invitations, and API tokens through the Model Context Protocol.

actionproof

Gives AI agents verifiable, tamper-evident receipts for their actions — attest_action signs a cryptographic receipt for what the agent did (email sent, payment made, form filed), verify_receipt checks it offline, get_identity returns the agent's did:key. Sign locally, verify anywhere, zero backend.

MCP Local Filesystem Server

An MCP server that provides secure access to local file system operations.

mcp-dev-feeds

Enables AI agents to browse and read curated software-development feeds, fetch any RSS/Atom/RDF feed via URL, and filter items by keywords.

mcp-hkexnews

MCP server for discovering, downloading, parsing, and searching Hong Kong listed company announcements from HKEXnews through 6 structured tools.

MCP Build Environment Service

Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.

VMFramework MCP

Exposes VMFramework-specific editor workflows as first-class Unity MCP project tools.

Trilium MCP Server

Enables users to manage Trilium Notes through natural language commands in the terminal. Provides full ETAPI integration for creating, searching, moving, and editing notes, along with an autonomous agent for complex organizational tasks.

FlowMCP

一个模块化的框架，用于使用声明式模式和 Zod 接口构建、验证和测试 REST API 路由。

nr-mcp: New Relic MCP Server

新睿云 MCP 服务器 (Xīn Ruì Yún MCP fúwùqì)

praesentire-mcp

MCP server for Praesentire — bilingual financial news sentiment as a Claude tool. Provides aggregated sentiment scores, batch queries, and English vs Chinese sentiment comparison for cross-market signals.

Kirby MCP

CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or agent to inspect blueprints, templates, plugins, docs, and interact with a real Kirby runtime.

EFLOWCODE Image MCP

MCP server for generating and editing images using EFLOWCODE's Responses API. Supports text-to-image, image editing, batch editing, and multi-reference synthesis for MCP clients like Codex and Claude.

JMA Data MCP

Provides access to Japan Meteorological Agency (JMA) weather data including real-time observations, historical weather data, and forecasts from 1286 AMeDAS stations across Japan.

Jimeng AI Multimodal MCP

Enables AI-powered multimodal content generation using Volcano Engine's Jimeng AI, supporting text-to-image, text-to-video, and image-to-video conversion with customizable parameters.

Project Customization MCP

An open-source MCP server that automates project customization by analyzing your codebase and generating AI-ready configuration files based on industry best practices.

Tally Prime MCP Server

Connects Tally Prime ERP data to AI assistants via MCP, enabling natural language queries for financial reports, stock summaries, and ledger balances.

Google MCP Server

Integrates with Google Docs and Gmail to append text to documents and create email drafts, with a terminal approval step before any action executes.

ADB Screenshot MCP Server

A Model Context Protocol server that enables remote management of Android devices over WiFi, including taking screenshots, listing connected devices, and retrieving device information.

airtable-plus-mcp-server

Extends Airtable MCP server with full CRUD, bulk import/upsert, data analysis, schema validation, and data export capabilities.

Smart-MCP

Generates complex draw.io diagrams (tables, kanbans, GANTT) using a local 9B LLM with RAG, featuring a real-time dashboard and CI/CD pipeline.

arxiv-mcp

Converts arXiv academic papers to Markdown format and provides tools for extracting arXiv IDs and generating URLs.

Hystersis MCP Server

Connects AI assistants to a persistent memory engine with Neo4j knowledge graph and ProMem extraction, enabling long-term context and associative memory across chats and workspaces.

mcp-browser

Native macOS browser (SwiftUI + WKWebView) that exposes an MCP server in-process so AI agents can drive a real local browser with the user's existing logged-in sessions. ~40 tools (navigate, click, fill, screenshot, eval_js, network log, accessibility tree). Local-only with bearer-token auth.

Slack MCP Server

Enables building AI apps in Slack using the Slack MCP server and OpenAI models.

DDG MCP Server

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports for integration with various MCP clients.

mofstructure-mcp

An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.

clawd-mcp

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.