发现优秀的 MCP 服务器

helmdeck

A self-hosted MCP server that provides capability packs for AI agents to perform browser, desktop, git, and code actions via schema-validated JSON calls, enabling reliable agentic workflows even with small open-weight models.

mcp-nosdeputes-fr

Enables querying the French National Assembly data, including deputies, interventions, questions, and votes, through natural language.

Google Workspace MCP Server

An MCP-compliant server that exposes Gmail and Google Docs as tools, enabling AI agents to draft, send, and manage emails, as well as create, read, and append to documents through natural language.

EZComputerCtrl MCP

A Windows desktop GUI control MCP server that enables agents to operate semantic objects rather than fragile screen coordinates. It provides structured, executable interface facts for visual-first desktop automation with tools for clicking, scrolling, typing, and hotkey operations.

NTFY MCP Server

Enables bidirectional communication between AI agents and users through ntfy.sh push notifications, allowing agents to send messages and wait for user responses in asynchronous chat workflows.

MyNews MCP Server

Enables AI agents to fetch categorized news headlines and full article text from a multi-topic RSS aggregator, with no API keys required.

Job Lead Converter MCP

Transforms job postings into qualified sales leads by searching for active jobs, enriching company data, and identifying decision-maker contact information.

stacktree-mcp

Enables publishing and managing HTML artifacts on stacktr.ee directly from MCP clients like Claude Desktop.

Youtube2Text

A powerful text extraction service that converts YouTube video content into clean, timestampless transcripts for content analysis, research, and processing workflows.

co-eli-mcp

Enables searching and verifying citations of Colombian Constitutional Court decisions using datos.gov.co open data, returning metadata such as magistrate, date, and relatoria URL.

MCP Weather Server

Enables users to get current weather information for any city through a simple JSON-RPC interface. Integrates with OpenWeatherMap API to provide real-time weather data including temperature, conditions, and other meteorological information.

Aptos Blockchain MCP

Integrates Aptos blockchain access into AI applications, enabling interaction with tools for native APT operations, custom coin management, and transaction handling.

Neptune MCP Server

Enables AI agents to deploy applications to AWS with DevOps capabilities by automatically inferring infrastructure needs from code and generating inspectable Infrastructure as Code specifications.

MCP Note Taker

A proof-of-concept MCP server for AI assistant note-taking, enabling adding notes, fetching the latest note, and summarizing all notes.

Semanticscholar Universal MCP Server

Provides a standardized interface for interacting with Semanticscholar's tools and services through a unified API.

Casino Kings MCP Server

Wraps bitcoincasinokings.com APIs to enable natural language queries for casino data, brand search, and live bonuses.

mcp_shell_tools

A full-featured MCP server for local development with filesystem, shell, editor, session persistence, and security features.

Business Central MCP Server

Enables AI clients to interact with Microsoft Dynamics 365 Business Central through MCP, providing access to customers, items, sales orders, and allowing creation of new records via natural language.

MCP Sonar Analysis

A local MCP server that provides Sonar-grade static analysis (bugs, vulnerabilities, code smells) for TypeScript/JS and C# repositories, with CLI and dashboard support.

PBIXRay MCP Server V2

Enables Claude AI to analyze Power BI Desktop models with comprehensive capabilities including DAX analysis, performance monitoring with Storage Engine/Formula Engine breakdown, VertiPaq statistics, and natural language querying of model structure and data.

AppDynamics MCP Server

A Model Context Protocol server that gives LLM clients full access to your AppDynamics monitoring data — plus the ability to create and manage dashboards and health rules.

mcp-here

Provides premium geocoding, places, and traffic-aware routing services from HERE Technologies, accessible via MCP gateway.

canvas-relay

MCP server for a persistent local whiteboard that lets AI assistants read, add, update, and delete canvas elements, with undo/redo and provenance tracking.

MCP Video Digest

一个服务，可以从包括YouTube、Bilibili、TikTok和Twitter在内的1000多个流媒体网站的视频中提取并转录音频内容，并支持Deepgram、Gladia、Speechmatics和AssemblyAI等多个转录服务提供商。

SAP CPI MCP Server

Enables AI agents to interact with SAP Cloud Integration (CPI) by exposing CPI APIs as MCP tools for inspecting metadata, runtime artifacts, message logs, and failed messages.

agentflow-mcp

Provides enterprise architecture knowledge tools that ground agents in curated patterns, enabling translation of messy enterprise asks into realistic architecture recommendations, platform selection, risk checks, and brand context retrieval.

intenttext

IntentText MCP server lets AI agents parse, validate, query, diff, and render IntentText (.it) documents. It exposes 9 tools for safe parsing, workflow validation, HTML/print rendering, template merging, and round-trip source generation.

Weekly Planning Assistant MCP

Provides intelligent weekly schedule analysis from Google Calendar, including day-by-day breakdowns, workout suggestions, office day detection, and scheduling problem identification through natural language queries.

Bash MCP (Master Control Program)

一个 TypeScript 应用程序，允许 Claude 安全地执行 bash 命令，并具有安全保障措施，包括命令白名单、目录白名单和全面的日志记录。

x402 Trust Scores

x402-trust gives AI agents a "check before you pay" layer for the x402 ecosystem.