发现优秀的 MCP 服务器

claudeusage-mcp

Provides real-time visibility into Claude Pro and Max subscription usage limits directly within Claude Code by utilizing local OAuth tokens. It enables users to monitor session and weekly usage across different models and receive alerts regarding rate-limiting status.

CyPerf MCP Server

Exposes Keysight CyPerf network performance and security testing as 100 tools across 15 categories, enabling AI assistants to orchestrate tests, manage agents, and analyze results through natural language.

mcp-sheet-filler

MCP server for storing and safely auto-filling tabular data. Enables AI agents to read objects, identify empty fields, collect values, and write them back without overwriting existing data.

Amazon FBA Ops MCP Server

A local MCP server that enables querying Amazon Selling Partner API for profitability analysis (revenue, fees, COGS, net margin) and inventory alerts (FBA stock levels and low-stock warnings) using read-only operations.

Serpstat MCP Server

Integrates the Serpstat SEO API with the Model Context Protocol to provide AI assistants with comprehensive data for domain analysis, keyword research, and competitor tracking. It enables users to perform complex SEO tasks like backlink analysis and site audits through natural language interfaces.

SuperiorAPIs MCP Server Tool

A Python-based MCP server that dynamically fetches plugin definitions from SuperiorAPIs and auto-generates tool functions based on OpenAPI schemas, enabling integration with various APIs through natural language.

HWP MCP Server

Enables AI assistants to control Hancom's HWP/HWPX documents (Korean word processor) via COM interface on Windows, supporting creation, editing, formatting, and export.

PromptSmith

An MCP server that provides 'Reasoning as a Service' by analyzing tasks to select and generate meta-prompts from 40 distinct reasoning frameworks. It enables AI agents to optimize their execution strategy based on task complexity and category, featuring tools for strategy recommendation and performance tracking.

Biel AI

Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.

AgentCite

Fabrication-free, DOI-backed citations for AI content and agents, using openAlex public-domain data with resolvable DOIs. Includes an API and planned MCP server for agent-native citation retrieval.

BLE MCP Server

A stateful Bluetooth Low Energy (BLE) MCP server that enables AI agents to scan, connect, read/write characteristics, and subscribe to notifications on BLE devices.

vyos-mcp

An MCP server for managing VyOS routers via the HTTPS REST API, enabling configuration changes, operational commands, and system maintenance tasks. It also provides tools to search and read live VyOS documentation directly from official sources to assist with command syntax and router features.

Standard Notes

Give secure read/write access to your Standard Notes vault — end-to-end encrypted, local stdio only, zero cloud middleman.

cloud-connectors

Monorepo of MCP connectors for personal cloud services (Microsoft and iCloud), enabling access to Outlook Mail, OneDrive, iCloud Mail, and iCloud Drive via natural language.

screaming-frog-mcp

Enables AI agents to analyze Screaming Frog SEO Spider crawl files directly, offering SEO audits, issue summaries, custom SQL queries, and comparisons without manual exports.

Computer Use MCP

Enables LLMs to control Windows desktops via local OCR, optional YOLO icon detection, and mouse/keyboard actions.

MCP Tool Hub

A desktop management platform for plugin management, log querying, service control, and packaging/deployment, with an MCP protocol bridge for AI clients.

dakboard-mcp-server

Enables management of DAKboard digital dashboards, including screens, blocks, devices, loops, and metrics via MCP tools.

Sapphire User MCP Server

Enables AI assistants to access Sapphire Wellness user data, including health alerts, personalized recommendations, and partner service subscriptions.

PassPaper

Enables AI agents like Claude Code and Codex to read handwriting and sketches drawn on a tablet in real time via MCP, with local recognition to text/LaTeX, session recording, and export to Markdown/Excalidraw.

CognitiveBiasLabs-MCP

An MCP server that enables LLMs to detect cognitive biases and logical fallacies in text, list supported biases, and provide links to relevant psychology tests.

Festival Finder

Provides access to performance and festival information across South Korea using the KOPIS (Korea Performance Information System) API. Supports multiple platform integrations including KakaoTalk and web APIs through a modular adapter architecture.

FakturaXL MCP Server

Enables read-only interaction with the FakturaXL API for querying invoices, clients, products, and stock levels with pagination, date chunking, and rate limiting.

verify-mcp

MCP server for offline verification of signed artifacts — receipts, manifests, and audit bundles. MIT licensed, works without accounts or API calls. Tools: self_test, verify_receipt, verify_bundle, explain_artifact.

ChatSpatial

Natural language-driven spatial transcriptomics analysis via MCP. Integrates 60+ methods for preprocessing, visualization, spatial statistics, cell communication, deconvolution, and trajectory analysis.

mcp-server-todo

A mcp server for managing Todo items. It exposes five tools that allow AI assistants (such as Claude) to create, read, update, and delete todos via natural language.

Remote MCP Server

A deployable Model Context Protocol server on Cloudflare Workers that enables AI tools integration without authentication requirements.

Akib Dabgar MCP Server

A personal knowledge hub MCP server that enables LLMs to query structured information about Akib Dabgar's skills, experience, projects, and goals using Dynamic Context Retrieval for efficient context usage.

Slack Notifier MCP

Enables bidirectional communication between MCP clients and Slack, allowing users to receive task notifications and respond to AI inquiries directly within Slack threads. It supports various urgency levels, message threading, and interactive question-and-answer workflows.

apple-reminders-mcp-server

A macOS Reminders tool service using AppleScript, exposing CRUD operations via MCP protocol for integration with MCP-compatible agents and hosts.