发现优秀的 MCP 服务器

Crypto Options Desk MCP

An MCP server that gives an LLM agent a typed, audited tool surface over quant crypto-options desk analytics: gamma exposure, vanna, skew, vol surface, options flow, technicals, portfolio greeks, scenario analysis, and live positions.

YApi MCP Server

Enables interaction with YApi API management platform through natural language, allowing automated interface management including creating/updating APIs, managing categories, importing data, and retrieving project information.

terminal-bridge-mcp

An MCP server that bridges AI assistants to real terminal sessions, enabling creation, management, and interaction with persistent PTY processes for running commands, monitoring output, and debugging.

google-ads-mcp-server

An MCP server that provides read and write access to Google Ads, allowing natural language management of campaigns, budgets, ad groups, bids, and keywords, with dry-run validation for safety.

solon-ai-mcp-embedded-examples

Solon AI MCP 嵌入式示例

spoken-mcp

A voice-enabled interface for Claude Desktop that supports speech-to-text input and text-to-speech output via ElevenLabs, turning Claude into a voice assistant.

Arenula MCP

MCP server suite for the s&box game engine, enabling AI assistants to manipulate scenes, create objects, compile code, manage assets, and more via editor, API, and docs servers.

makerai-mcp

Exposes Maker AI's knowledge surface (video generation workflows, pricing, FAQ, official links) to MCP-compatible AI clients like Claude Desktop, Cursor, and Windsurf. Read-only, no API keys required.

ChurnCue

Production-oriented customer-retention intelligence that uses deterministic machine learning to predict churn and generate prioritized rescue reports, governed through MCP tools.

Connxio MCP Server

Provides tools for managing Connxio integrations, code components, environment variables, and security configs through the Connxio v2 management API.

mcp-memory-graph

A personal memory MCP server for Obsidian/markdown vaults that provides hybrid retrieval (semantic, keyword, tag, time-aware co-occurrence) and is shared across multiple AI clients.

Overseerr MCP Server

启用与 Overseerr API 的交互，以管理电影和电视节目的请求，允许用户检查服务器状态并按各种标准过滤媒体请求。

security-paper-mcp-server

MCP server for searching papers from top-tier and second-tier security conferences (S&P, USENIX Security, CCS, NDSS, ACSAC, RAID, ESORICS) using DBLP, with tools for keyword/author/year/conference search, listing conference papers, and getting statistics.

lautfm-mcp

MCP server providing access to the laut.fm Radioadmin API for managing radio stations, playlists, tracks, users, and automation.

venv-manager

Python venv runtime for AI agents. MCP server exposing list/create/describe/install/run/exec/snapshot/rollback/scan as typed tools

GitHub Agentic Chat MCP Server

使用 Go 语言实现的 GitHub Agentic Chat 的 MCP 服务器

Sandbox Compute Broker

Enables AI agents to run compute tasks in secure sandboxes with optional interactive UIs, brokering between agents and isolated execution environments.

zig-docs-mcp

Serves always-fresh official Zig documentation for the latest release, curated performance guidance, and safe dry-run-based toolchain auto-updates.

Ubuntu MCP Server

A secure protocol server that allows AI assistants to safely interact with Ubuntu systems through controlled file operations, command execution, package management, and system information retrieval.

DeepSeek Vision MCP

Enables text-only LLMs to analyze images by bridging DeepSeek's web vision chat via MCP, supporting single/multiple image analysis, batch glob processing, and Windows screen capture for any MCP client.

Gemini MCP Server

Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and images, generating and translating text, and reviewing code. Supports both CLI and API backends with different quota limits.

@bounded-systems/bounded-tools-mcp

Local, read-only MCP server that provides verified access to bounded.tools' signed static API, including the Web-Build Conformance report and SPDX SBOM, with byte-for-byte verification against a Sigstore-signed manifest.

wadachi

Persistent memory for AI agents built on the LLM Wiki pattern: a plain-Markdown brain (also a valid Obsidian vault) with SQLite metadata, local semantic search via fastembed (no API keys), one-call session context with project auto-detection, and a decision log with rationale. Works with Claude Code, Claude Desktop, Cursor, and any MCP client.

WeatherServer

Provides weather data including current conditions, humidity, wind speed, sunrise/sunset, and 7-day forecast via Open-Meteo APIs, discoverable and callable by LangChain agents.

romm-mcp

A community-maintained MCP server for bounded management of RomM through its authenticated API, providing typed read/write tools for library tasks like ROM discovery, metadata updates, and collection management.

Strava MCP

An MCP server that supplements the official Strava connector with write access, segments, routes, photos, derived analysis, and interactive visualizations.

Cursor Self-Meta.

一个基于 stdio 的 Perl MCP 服务器实现，它允许以光标逐字访问其自身的内部状态。

Excalidraw MCP Server

Generates beautiful Excalidraw diagrams from natural language descriptions using a local llama.cpp LLM, entirely offline.

PHPocalypse-MCP

一个消息控制协议服务器，为开发者自动运行 PHP 测试和静态分析工具，并将结果直接提供给 Cursor 编辑器中的 AI 助手。 (Alternative, slightly more literal translation): 一个消息控制协议服务器，它为开发者自动运行 PHP 测试和静态分析工具，并将结果直接提供给 Cursor 编辑器内的 AI 助手。

arkime-mcp-server

An MCP server for Arkime full packet capture that enables AI assistants to search network sessions, investigate traffic patterns, and monitor capture health through various network analysis tools.