发现优秀的 MCP 服务器

Indodax

Serve Indodax Public market data: server time, pairs, ticker, all tickers, summaries, order book, trades, OHLC, and price increments. Private account data: account info, balances, transactions, and trade history. Spot trading: buy, sell, cancel, cancel by client order ID, cancel all, and deadman countdown. Funding: withdrawal fee lookup.

Mermaid Studio

Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time preview in a browser-based editor.

token-lens-mcp

Enables analyzing and optimizing context window token usage by measuring, compressing, and eliminating waste from MCP tool definitions.

nyx-fund-mcp

Provides hedge fund back-office calculations (fees, NAV, exposure, costs) and institutional LP report grading, accessible for free without an API key.

YNAB MCP Server

Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budgets, accounts, transactions, and more through natural language.

Phaser Editor MCP Server

Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, assets, and tilemaps. It enables developers to create, modify, and inspect game content within the editor's environment through natural language interactions.

mcp-micro-tools

Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, etc.) for LLM agents to handle deterministic, precision tasks that models often get wrong.

Tilastokeskus StatFin MCP Server

Production-grade MCP server for Statistics Finland's StatFin database. Enables AI assistants like Claude to browse, search, and query Finnish statistical data.

pindoc

Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analysis/Debug/Task), MCP-native workflow, self-host with Docker Compose.

mcp-denue

INEGI DENUE MCP — Mexico's directory of economic units (~6M businesses).

template-mcp

A TypeScript MCP server template with Zod validation, dual transport (stdio/HTTP), and modular architecture for building MCP-compatible tools, resources, and prompts.

oracle-cloud-mcp

MCP server for Oracle Cloud Infrastructure (OCI) that provides tools to manage Compute, Object Storage, Block Storage, Networking, Autonomous Database, and IAM via the official OCI SDK.

mcp-turboquant

MCP server for LLM quantization. Compress any HuggingFace model to GGUF, GPTQ, or AWQ format. 6 tools: info, check, recommend, quantize, evaluate, push. Self-contained Python server — no external CLI needed.

falcon-mcp

Model Context Protocol server that connects AI agents with CrowdStrike Falcon platform for intelligent security analysis and automation.

Ukrainian Statistics MCP Server

Provides seamless access to official Ukrainian government statistics from the State Statistics Service via their SDMX API. It enables users to query bilingual datasets across domains like energy, demographics, and trade using flexible filtering and metadata exploration tools.

Sage 50 UK MCP Server by CData

This read-only MCP Server allows you to connect to Sage 50 UK data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

mcp-roam

Enables AI agents to semantically search, retrieve, and augment an org-roam knowledge graph via MCP, with features like vector-based search, YouTube ingestion, and local LLM processing.

motionlint

MotionLint measures the motion your app actually ships — durations, easing curves, stagger intervals, exit timing, reduced-motion support — and scores it against a published set of animation standards with vision LLM.

EMBA-MCP

An MCP server for EMBA firmware analysis that exposes structured security findings and tools to LLMs. It enables users to programmatically query, reason over, and correlate firmware analysis results such as kernel details, SBOMs, and attack paths.

Fantasy NBA Israel League MCP

Provides access to Fantasy NBA Israel League statistics including team rankings, player stats, roster details, and shooting analytics for a specific private fantasy basketball league.

DocuGenerate MCP Server

A local MCP server that wraps the DocuGenerate API to generate documents (invoices, contracts, letters) from templates via natural language commands.

Novacal MCP Server

Enables managing Novacal event types, availability, and events (create, cancel, reschedule) via MCP, with OAuth authentication and encrypted API key storage.

github-copilot-cli-mcp-server

Wraps GitHub Copilot CLI as an MCP server, enabling MCP clients to run Copilot conversations for code tasks with support for session resumption and permission modes.

@audiodn/mcp

Enables AI agents to configure audio hosting on AudioDN through MCP tools, including knowledge tools for accurate API usage.

Confluence MCP Server

Enables page search and retrieval from Confluence using the Model Context Protocol. It allows users to search documents via CQL and fetch page content as text for use within Claude.

google-analytics-mcp

A powerful Model Context Protocol (MCP) server that provides comprehensive Google Analytics 4 (GA4), Google Search Console (GSC), and Google Merchant Center (GMC) integration for Claude Desktop and other MCP clients.

web-automation-mcp

An MCP server that enables Claude Code CLI to interact with Cloud Desktop, ChatGPT, and Gemini web interfaces through browser automation.

Yhteentoimivuusalusta MCP Server

Enables searching, validating, and referencing Finnish standardized terminology, data models, and code lists to ensure consistency in design documentation for Finnish government and building industry projects.

mcp2mqtt

This server bridges the Model Context Protocol (MCP) to the MQTT protocol, allowing LLMs to interact with IoT devices and hardware systems through configurable message topics. It enables users to map natural language prompts to specific MQTT commands for controlling devices like Raspberry Pi fans or PWM controllers.