发现优秀的 MCP 服务器

GPT-SoVITS MCP Server

Enables text-to-speech synthesis and voice cloning through GPT-SoVITS API integration. Supports multiple languages (Chinese, English, Japanese, Korean, Cantonese), dynamic model switching, and reference audio-based voice quality replication.

MCP Server

Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool) and tools for weather, math, and text-to-speech.

minimal-mcp-server

A minimal MCP server implementation designed for learning how to integrate tools like echo, time retrieval, and Japanese Wikipedia search with Claude Desktop. It serves as a foundational template for developing custom server capabilities using the TypeScript MCP SDK.

todoie

Enables natural language task management: capture, edit, complete, and search tasks with duplicate detection and citation-backed answers.

Mural MCP Server

Enables AI assistants to interact with Mural visual collaboration workspaces through OAuth 2.0 authentication, allowing users to list and retrieve workspace information.

tagmanager-mcp

An MCP server for the Google Tag Manager API v2 that enables AI assistants to query GTM accounts, containers, tags, triggers, variables, and unpublished changes.

local-docs-mcp

Enables AI assistants to perform semantic, hybrid, and filtered search on indexed local documentation with RAG capabilities.

ShotFlow MCP Server

Enables AI agents to generate professional storyboards and videos from scripts or creative descriptions via MCP-compatible clients.

MCP Adapter

The official WordPress package for MCP integration that exposes WordPress abilities as Model Context Protocol (MCP) tools, resources, and prompts for AI agents.

codemap

MCP server for local-first code intelligence, providing structural code graph, semantic search, and impact analysis to AI agents.

MetaTrader 5 MCP Server

Enables AI assistants to interact with the MetaTrader 5 trading platform for market data analysis, placing trades, and managing trading positions. Provides comprehensive access to forex and financial market operations through the Model Context Protocol.

Broken Link Checker MCP Server

Enables checking for broken links on web pages and entire websites through natural language commands. Provides detailed reports including HTTP status codes and supports options like excluding external links and respecting robots.txt.

Bitpanda Developer API MCP Server

Enables interaction with the Bitpanda cryptocurrency exchange through their Developer API. Exposes Bitpanda trading and account management endpoints as MCP tools via a FastAPI wrapper.

Spotify MCP Server

A robust MCP server that connects Spotify playback, search, and library management to LLM agents via tools, with dual authentication and reliable token handling.

obsidian-modified-mcp-server

TypeScript MCP server for Obsidian with core vault operations, graph analytics, and semantic search.

analytics-mcp

MCP server that provides tools to interact with Google Analytics APIs, enabling account and property retrieval, report running, and custom dimension/metrics access.

AfaAgent x402 API Suite

43 x402-enabled API tools — DeFi, wallet security, AI/ML, developer tools, SEO. Pay-per-call USDC on Base via x402 protocol.

Security Guard MCP

Enables secure interaction between LLMs and MCP tools by applying zero-trust security controls, including sensitive data masking, file system protection, and policy enforcement.

Playable Locations MCP Server

An auto-generated MCP server that interfaces with Google's Playable Locations API, allowing agents to programmatically access and query location data for gaming applications.

mcp-sigrok

MCP server that exposes all functionality of sigrok-cli as MCP tools, enabling hardware initialization, signal acquisition, and protocol decoding for logic analyzers.

shouldigo-surf-mcp

MCP server for real-time surf conditions at 5,000+ beaches worldwide. Enables checking surf conditions, finding nearest spots, and listing spots via natural language.

InvoiceXML

InvoiceXML brings e-invoice compliance to your AI agent. Create, validate, convert, render, and extract structured invoices across UBL (Peppol BIS Billing 3.0, used worldwide), CII, Factur-X, ZUGFeRD, and XRechnung, all checked against the EN 16931 standard and official Schematron rules. Ask your assistant to generate a compliant invoice, validate one for errors, or convert between formats, with n

Elasticsearch 7.x MCP Server

镜子 (jìng zi)

Prism MCP

Production-ready MCP server with session memory, Brave Search, Vertex AI Discovery Engine, Google Gemini analysis, and sandboxed code-mode transforms.

Context7 MCP Server

Enables LLM-powered code analysis, generation, debugging, and context management through MCP integration with IDEs like Cursor and Claude Desktop.

trade-router-mcp

Non-custodial Solana swap & limit order engine for AI agents. 21 tools - swap, limit, trailing, TWAP, DCA, combo orders - across Raydium, PumpSwap, Orca, Meteora. Jito MEV-protected execution. Ed25519-verified server messages. Private key never leaves the process.

Operaton MCP

Exposes over 300 Operaton BPM REST operations as tools for AI agents to interact with the Operaton engine. It enables managing process deployments, instances, user tasks, and decision tables through natural language commands.

mcp-performance-review

Generates formatted performance review documents by providing employee details, review period, accomplishments, and improvement areas.