发现优秀的 MCP 服务器

Django Firebase MCP

A Django app that implements Firebase Model Context Protocol server, enabling AI agents to interact with Firebase services (Authentication, Firestore Database, Cloud Storage) through a standardized protocol.

KCSC MCP Server

Enables AI clients to search and read Korean Construction Standards (KCS/KDS) documents directly, using the KCSC OpenAPI.

Clawallex MCP Server

Enables AI agents to make payments and manage subscriptions by converting USDC stablecoin balances into virtual cards for online checkouts. It provides tools for wallet management, card issuance, and secure transaction handling through the Clawallex payment API.

Leave Manager MCP Tool Server

A centralized employee leave management system that allows users to check leave balances, apply for leave, and view leave history through an OpenAPI interface.

ONLI MCP Service

Minimal MCP server exposing the Onli Knowledge Base, enabling retrieval of factual information about the Onli ecosystem via API requests.

Telodocs

Scaffolds a documentation repository that serves as a remote MCP server, providing agentic search tools (glob, grep, read) over markdown docs, with a minimal browser UI.

wpa-mcp

An MCP server that converts Windows WPR .etl performance traces into structured JSON summaries and flamegraph-ready data for LLM analysis. It bridges Windows Performance Analyzer automation with LLM reasoning capabilities for performance troubleshooting.

authensor-mcp-server

Policy enforcement gateway for MCP tool calls, evaluating every tool invocation against declarative YAML policies (allow/deny/escalate-to-human), generating cryptographic hash-chained audit receipts, and including built-in content safety scanning.

BLUEPRINT.MCP

Provides architectural memory for AI coding agents, enabling reuse of existing abstractions and advisory-first guidance on code placement and imports.

Edge TTS MCP

Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-Speech service with customizable voice options, speech rate, volume, and pitch parameters.

my-mcp-server

Provides tools for greetings, calculations, weather, geocoding, and image generation via Hugging Face, deployable to Vercel and integrable with Cursor.

Google Ads MCP Server

Enables interaction with Google Ads data via Claude Desktop, providing tools for managing campaigns, ad groups, keywords, budgets, and generating performance insights and visualizations.

idea-lab-mcp

An MCP server that turns your AI assistant into a structured ideation partner by generating, scoring, critiquing, and storing software ideas locally with a built-in web dashboard.

remote-desktop-commander

Enables secure remote access to your computer's filesystem and terminal through MCP, allowing AI assistants to manage files, run commands, and automate tasks from anywhere via a hosted relay.

SearchMCP

A privacy-focused web search and content extraction MCP server. It integrates SearxNG with fallback to Google scraping, featuring relevance ranking, security-aware search, and rate limiting.

verified-googledocs-mcp

An MCP server for Google Docs whose writes carry proof, ensuring every mutating operation re-reads the document and returns evidence of changes with tab-scoped edits, normalization ladder, and match-count guards.

SEO Research MCP

Enables AI coding assistants to perform SEO research tasks including backlink analysis, keyword research, traffic estimation, and keyword difficulty analysis using Ahrefs data directly within IDEs.

HOPX MCP Server

Enables AI assistants to execute Python, JavaScript, Bash, and Go code in blazing-fast (~0.1ms startup), isolated cloud containers with secure, ephemeral environments that auto-destroy after use.

LLM Optimizer

LLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.

DataNexus MCP

Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intelligence via MCP, with 10 tools and no API key required.

Cost Explorer MCP Server

Enables querying and analyzing AWS cost and usage data through the AWS Cost Explorer API. Supports cost comparisons, forecasting, dimension filtering, and cost change driver analysis with streamable HTTP deployment to Amazon Bedrock Agentcore Runtime.

Web Reader

Converts web pages to Markdown for MCP clients like Claude, with support for single and batch reads, caching, fallback rendering, and SSRF protection.

Apple Reminders MCP Server

Enables AI assistants to manage Apple Reminders lists and reminders on macOS, including creating, updating, completing, and deleting reminders.

MCP-dev

Custom MCP tools for local development that enable file system access, shell command execution, and web resource browsing. Designed for local use with safety considerations for potentially destructive operations.

Docker MCP Server

Enables AI assistants to manage Docker containers, images, networks, volumes, and Docker Compose services through the Model Context Protocol.

notion-mcp-server

An MCP server for Notion API with optimized token efficiency and full database property filtering, enabling AI assistants to manage pages, databases, and blocks.

mcp-opensky

Enables querying real-time flight data from the OpenSky Network API with anonymous access.

tutti-mcp

MCP server to search tutti.ch Swiss classifieds anonymously with tools for listings, categories, and localities. Supports both MCP clients and a JSON CLI.

satelia-mcp-starter

A minimal TypeScript MCP starter server that counts words and characters, ready to extend with custom tools.