发现优秀的 MCP 服务器

mcp-auth-kit

A production-minded MCP server kit that provides OAuth 2.1/PKCE authentication, rate limiting, scope-gated tools, and two-phase confirmation for building secure MCP servers with custom tools, identity, and storage.

agentbridge

A unified gateway for AI agent tools that provides a single MCP stdio endpoint for executing tool calls with unified auth, rate limiting, and observability. Enables agents to interact with multiple external APIs through a standardized interface.

Duck MCP Server

An MCP server that provides elicitation tools to interactively request user input, such as selecting options, providing information, or performing manual tests.

redux-mcp

Connects AI tools to Redux state, enabling reading state, listing/dispatching actions, resetting history, and receiving live WebSocket updates.

Simple Memory MCP Server

A lightweight MCP server that provides persistent knowledge graph storage for AI assistants, enabling memory across sessions through entity-relationship storage with JSON file persistence.

mcp-jvm-diagnostics

Enables AI assistants to analyze JVM thread dumps and GC logs, detecting deadlocks, lock contention, and GC pressure, without requiring a JVM runtime.

focalboard-mcp

Enables MCP clients to read and manage boards, cards, comments, checklists, and image attachments on a self-hosted Focalboard instance using human-readable property names.

Mcp Android Adb Server

Using AI Large Language Models to Operate Android Devices.

MCP Video Extraction Plus

Enables video text extraction using multiple speech recognition providers including local Whisper, JianYing/CapCut, and Bilibili Cut services. Supports video downloading, audio extraction, and automatic speech-to-text transcription with configurable providers.

Android Studio MCP

Enables Claude to operate Android Studio and the entire Android toolchain: build, test, lint, run on devices/emulators, analyze APKs, scaffold projects, inspect code, and drive the live IDE via 73 tools.

Hugging Face MCP Server

Enables access to 200,000+ machine learning models through the Hugging Face Inference API. Supports text generation, image creation, classification, translation, speech processing, embeddings, and more AI tasks.

Local YDB MCP

TypeScript stdio MCP server for operating Docker-based local-ydb deployments from AI coding agents. Supports local and SSH-backed profiles, bootstrap, diagnostics, auth hardening, schema permissions, storage workflows, dump/restore, upgrades, and plan-first mutating operations.

Tickstem

Tickstem is a developer infrastructure platform for production SaaS apps. This MCP server lets you manage cron jobs and verify email addresses directly from your AI coding assistant — no dashboard needed. Register jobs, check execution history, verify emails for syntax, MX records, disposable domains, and role-based prefixes, all through natural language.

Jewish Library MCP Server

镜子 (jìng zi)

skillhub-mcp

An MCP server that lets AI agents search, view, install, and validate skills from the skillhub registry through tool calls.

Ableton MCP Extended

Enables programmatic control of Ableton Live using natural language to manage session transport, tracks, MIDI clips, and device parameters. It also integrates ElevenLabs for AI-generated audio and provides a high-performance framework for real-time performance tools.

procm-mcp

An MCP server for secure process management, allowing LLMs to start, monitor, and manage whitelisted processes like development servers and test watchers.

Multi-Tool Control Platform (MCP) Server

A Python framework for developing and managing tool instances through a registry system, where developers can easily create new tools by inheriting from the BaseHandler class and implementing required methods.

MCP Gateway

MCP 网关是一个反向代理服务器，它将来自客户端的请求转发到 MCP 服务器，或者通过统一的门户使用网关下的所有 MCP 服务器。

Model Context Protocol (MCP) Tutorial

模型上下文协议 (MCP) 服务器的综合指南，包括安装以及与 Cursor 和 Smithery 的使用。

UK Intelligence MCP Agent

Provides UK company lookups via Companies House, web scraping, and search tools designed to be context-efficient for AI agents. It includes integrated micro-payment monetization and supports data extraction and format conversion.

Brain Execution Server

A queue-based execution server that monitors a command queue and executes shell commands or Python scripts, moving completed or failed jobs to respective directories.

ADOS MCP

Enables AI clients to read live drone status, telemetry, and parameters, and to control drone operations with scoped permissions, confirmation steps, and audit trails.

PIM Me

Azure PIM role activation MCP server allowing role activation through natural language, with support for saving frequently-used roles as favorites and activating them with a single command.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling users to define custom tools and connect to AI Playground or Claude Desktop.

Weather Edge MCP Server

Provides calibrated weather probability signals for Kalshi prediction markets by combining dual-model forecasting (NWS + GFS ensemble) to identify mispriced temperature markets. Enables AI agents to access bias-corrected forecasts and edge signals for weather prediction market intelligence.

bee-ai-auth-mcp

Self-host-first, OAuth-secured MCP server that brings Bee AI pendant conversations to any MCP client (Claude, Cursor, etc.) with encrypted per-user token custody and read-only access by default.

sideshell

AI sidecar terminal — let Claude/Cursor run commands in a visible, persistent terminal you control.

MCP Analyst

MCP Analyst 是一个 MCP 服务器，它使 Claude 能够分析本地 CSV 或 Parquet 文件。

speed-to-lead-agent

MCP server for qualifying and responding to inbound leads in seconds using a multi-agent AI pipeline.