发现优秀的 MCP 服务器

gemini-vision-mcp-safe

A privacy-conscious MCP server that enables image analysis via Google Gemini with safety features like two-step confirmation and SSRF defenses.

ctxshot-mcp

A lightweight MCP server that provides project briefing tools (session_brief, pack_context) for AI agents to quickly understand project structure with low token cost, replacing manual context pasting.

ActivityWatch MCP Server

Enables LLM agents to query and analyze ActivityWatch time tracking data, including window activity, web browsing, and category management with natural language time periods and automatic data aggregation.

todo-mcp-server

A TODO management MCP server using Cloudflare Workers and D1 database, enabling create, read, update, and delete operations on todos.

USAspending MCP Server

Read-only MCP server for exploring US federal spending data via the USAspending.gov API, enabling natural language queries on awards, agencies, recipients, and spending trends.

nano-pdf-mcp

Memory-efficient MCP server for reading and splitting large PDF files page by page using PyMuPDF.

pycycle-mcp

Model Context Protocol server for pyCycle/OpenMDAO engine-cycle workflows, enabling lifecycle management, variable inspection, execution, sweeps, and integration with CPACS aircraft analysis pipelines.

Supabase Memory MCP Server

使用 Supabase 提供记忆/知识图谱存储功能，使多个 Claude 实例能够安全地共享和维护一个知识图谱，并具有实体存储、并发访问安全和全文搜索等功能。

fastmcp-server

Production-ready FastMCP server image that dynamically loads tools, resources, prompts, and knowledge bases from inline, S3, or Git sources.

Microsoft Paint MCP Server

MCP server that automates Microsoft Paint on Windows, offering tools to draw freehand strokes, polylines, and logarithmic spirals through Win32 API calls.

SQL Database Bridge

MCP server that connects to SQL databases (SQLite, PostgreSQL, MSSQL, MySQL) and provides tools to run read-only queries, list schemas/tables, and manage connections via stdio transport.

Authn8 MCP Server

Access your team's 2FA codes from AI agents without sharing secrets. List accounts, generate TOTP codes, and maintain full audit trails. Built for DevOps, CI/CD pipelines, and automated workflows that need to authenticate to protected services.

MCP Atlassian

用于与 Atlassian 产品（Confluence 和 Jira）集成的模型上下文协议服务器，支持 Atlassian Cloud 和 Server/Data Center 部署。

TradingView MCP Server

Pulls Binance spot candle data, computes technical indicators (RSI, MACD, EMAs), and evaluates user-defined bias and risk rules without needing a TradingView session.

mcp-jira

Provides JIRA issue search, retrieval, and update functionalities via MCP.

Granola MCP Server

Integrates Granola.ai meeting intelligence with MCP clients to provide direct access to meeting notes, transcripts, and workspace organization. It allows users to search and retrieve meeting content through natural language by leveraging existing Granola credentials.

shopops-mcp

AI e-commerce operations manager for MCP. Inventory forecasting, pricing optimization, RFM customer segmentation, order anomaly detection, and automated reports for Shopify and WooCommerce.

RegGuard MCP Server

An AI-powered compliance assistant that analyzes financial marketing content for regulatory violations across multiple jurisdictions including Singapore, Hong Kong, UAE, and India. It enables real-time compliance checking, automatic disclaimer insertion, and audit trail generation within MCP-compatible environments like Claude and Cursor.

mcp-tfl-journey

Provides real-time Transport for London journey data, including routes, alerts, and disruptions, allowing AI assistants to search journeys and get station information.

MCP Maker

一个专门的服务器，旨在帮助用户创建新的模型上下文协议（MCP）服务器，通过提供工具和模板来搭建具有各种功能的项目。

upwork-mcp

An MCP server for automating Upwork workflows including job search, proposal submission, client communication, and contract management. It provides tools for client vetting, template-based proposals, and session safety with audit logging.

CrawMcp

Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS challenges, using RabbitMQ, MinIO, and Redis for asynchronous content handling with automatic cleanup.

CrewAI MCP Server

Exposes CrewAI tools through a REST API that allows Claude and other LLMs to access web search functionality, data analysis capabilities, and custom CrewAI tools.

TaskFlow AI

TaskFlow AI is a premium MCP Server designed for AI editors, offering 40+ built-in tools covering file system, HTTP requests, databases, Git operations, and more.

Context Coder MCP

Loads entire codebase into LLM context for AI-assisted code understanding and editing.

Azure Revisor MCP Server

一个与 Cursor IDE 集成的服务器，为 Azure 仓库提供代码审查功能，从而实现 AI 驱动的拉取请求分析和反馈。

sqlite-analyst

Enables AI assistants to explore and query SQLite databases through read-only tools, with defense-in-depth sandboxing preventing any data modifications.

agentic-mcp-server

Real-time observability dashboard for monitoring AI agents in multi-agent development workflows, with live WebSocket updates of tool calls, sessions, and usage statistics.

DETRAN CE: Emissão de Taxa de Multas (Antiga)

MCP server for querying DETRAN CE (Ceará) traffic fine issuance data from an official source, with a single read-only tool. It operates over MCP over HTTP, compatible with Claude, Cursor, and other clients, using prepaid credits.

Cisco RADKit MCP Server

Enables interaction with Cisco network devices through the RADKit SDK, allowing users to discover device inventory, fetch device attributes, and execute CLI commands via natural language.