发现优秀的 MCP 服务器

a11y-mcp-server

An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup, HTML remediation guidance, and automated documentation generation for UI components. It enables users to analyze code snippets for issues and generate professional accessibility audit reports.

CodeRoot-Authoring-MCP

Captures an agentic asset's foundational record as a single asset-record.json, including creation facts and author-only confirmed metadata. Provides MCP tools to record, read, and finalize provenance during asset development.

Salesforce MCP Server

镜子 (jìng zi)

Umbraco CMS MCP Server

Enables AI agents to manage Umbraco CMS content through natural language, including documents, media, document types, and data types via the Umbraco Management API.

py-mcp-server-template

A template for creating custom MCP servers in Python using uv, with integration instructions for Claude Desktop or Cursor.

MCP Sentinel

A security-hardened MCP server that enables AI assistants to securely manage and control a Linux server with multi-layer authentication, role-based access, and audit logging.

Transporter CC MCP Server

Enables searching for TransMilenio and SITP bus routes in Bogotá with live GPS tracking, nearby stops, and estimated arrivals.

mcp-memory-graph

A context-aware memory MCP server with authority weighting, conflict detection, and typed relationship edges for intelligent memory retrieval.

fal-mcp

Image generation for Claude using every model on fal.ai, inline in conversations. Supports FLUX Schnell, Ideogram, SDXL, and more with privacy option via Venice.ai.

PLS-MCP Server

一个用于PLS电子围栏人员定位系统的MCP服务器，允许AI助手通过18个只读工具查询标签列表、实时位置、人员、告警记录等定位系统数据。

Fal.ai MCP Server

Enables Claude Desktop and other MCP clients to generate images, videos, music, and audio using Fal.ai models. Supports text-to-image generation, video creation, music composition, text-to-speech, audio transcription, and image enhancement through natural language prompts.

photo-vlm-mcp

A local Ollama-backed MCP server that gives coding assistants a portable photo-understanding toolset including photo analysis, OCR, scene inspection, comparison, and metadata extraction.

CADE: Processos

MCP server for querying official Brazilian antitrust (CADE) processes; read-only, hosted, pay-per-use, works with any MCP client.

hyread-mcp

MCP server for querying HyRead ebook collections across 41 Taiwan public libraries, enabling search, book details, and library availability checks via natural language.

icost-app-mcp-server

MCP server for iCost iOS app that enables smart expense tracking, category management, and account operations through natural language, supporting multiple account types and currencies.

AI-Collab-Memory

An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across different sessions or tools.

Edge TTS MCP

A cross-platform MCP server that enables Claude to speak using Microsoft Edge TTS with support for over 300 voices across 50+ languages. It requires no API keys and allows for customization of speech rate, volume, and pitch.

Todo MCP Server

A Model Context Protocol server with a built-in OAuth 2.1 authorization server and a Next.js todo app, enabling authenticated task management (create, read, update, delete tasks) via natural language through an MCP client.

Playwright MCP Automation

Enables AI assistants to control browser automation through natural language prompts using Playwright, supporting visual element interaction, PDF generation, screenshots, and testing assertions.

real-world-mcp

Enables AI agents to rank US healthcare organizations for clinical trial site feasibility, predicting patient accrual for a Graves' disease protocol using claims and registry data.

ENTIA Entity Verification

Structured business intelligence for AI agents. 5.5M verified entities across 34 countries, 40.3M BORME mercantile acts, EU VAT validation, GLEIF, healthcare registries. 20 tools.

mcp-local-risk-france

MCP server for discovering French local natural, technological, and industrial risks at commune level using Géorisques, administrative references, and open risk datasets. It provides tools to query risk sources, datasets, and commune briefs.

onenote_mcp_server

MCP server that connects AI tools to Microsoft OneNote for Business via the Microsoft Graph API, enabling listing, creating, and updating notebooks, sections, and pages.

RPA MCP Server

Provides comprehensive desktop automation capabilities including AI-powered vision, OCR, and mouse/keyboard control via a Spring Boot REST API. It enables users to execute multi-step workflows, manage files, and automate browser interactions.

cursor-mcp-qa-agent

A local MCP server that gives Cursor Agent three focused QA tools for analyzing user stories, creating test charters, and drafting bug reports, with built-in safety rules and reusable workflows.

Intervals.icu MCP Server

Integrates Intervals.icu training data, wellness records, workouts, and calendar events with AI assistants through MCP tools.

townshipamerica-mcp

MCP server for converting PLSS legal descriptions to GPS coordinates and vice versa, enabling AI agents to work with U.S. Public Land Survey System data.

LangChain Agent with MCP Servers

使用带有 MCP 服务器的 LangChain Agent：使用 LangChain MCP 适配器进行工具集成。

TrendRadar MCP

Provides AI-powered public opinion and trend monitoring with multi-platform aggregation, RSS subscriptions, keyword filtering, translation, sentiment analysis, and trend prediction, all accessible via natural language conversations and able to push alerts to various messaging channels.