发现优秀的 MCP 服务器

spotify-mcp

An MCP server that enables users to control Spotify playback, search for music, and manage playlists through MCP-compatible clients. It supports features like track recommendations and playback management using secure OAuth authentication.

1C Code Search MCP

Enables semantic search through 1C codebase exports using local CPU-based RAG with sentence transformers and FAISS indexing. Supports fast XML file indexing and retrieval of 1C code with metadata parsing.

trafikverket-mcp

Provides real-time access to Swedish road weather, traffic cameras, road conditions, and traffic flow data from Trafikverket (Swedish Transport Administration). Enables users to query weather stations, cameras, traffic situations, and flow data through natural language.

Polygon MCP Server

A Model Context Protocol server that enables users to interact with Polygon.io API for retrieving financial market data including ticker details, quotes, aggregates, market status and news.

unity-asset-reference-mcp

Indexes Unity project assets into a SQLite reference graph and provides an MCP server for querying asset dependencies, references, unused assets, and broken references.

conservice-credlookup

A stdio MCP server that resolves a template's logins and returns their plaintext credentials to the calling agent, typically to fill login forms via Playwright MCP.

Canvas LMS MCP Server

Enables AI assistants to access Canvas LMS course content, including assignments, modules, announcements, and files, to help students manage their coursework.

Code2Postman MCP

Automatically generates Postman collections from code directories by analyzing API endpoints and parameters, enabling easy testing, documentation, and sharing.

ZenMCPRoblox

A secure local AI controller for Roblox Studio that connects AI chat websites to Roblox via an authenticated bridge, enabling inspection, debugging, and modification of places through natural language.

MCP WebSocket Server

这个服务器实现了一个 MCP (模型上下文协议) 服务器，并使用 WebSocket 增强功能来实现实时数据更新。

Support Engineer MCP Server

A vendor-agnostic MCP server for technical support engineers, providing knowledge search, ticket analysis, and resolution suggestions.

Terros MCP Server

Enables interaction with the Terros platform's User API to manage and retrieve user profiles. Users can fetch authenticated account details, list users with filters, and lookup specific user information by ID.

Mempool Doctor

Enables blockchain mempool analysis with a free tier for basic queries and a premium tier for deep analysis, gated by a server-side paywall.

knowledgelib-mcp

Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: query, batch query, get unit, list domains, suggest topics, report issues. Free, no API key required.

io.github.VelvetSP/web-retrieval-mcp

An open-source MCP server providing AI agents with neural web search via Exa and tiered web fetch (Exa, local browser, Firecrawl) as a drop-in replacement for built-in web tools, preserving provenance and guarding against SSRF.

WHOOP MCP Server

Connects WHOOP fitness data to Claude Desktop, enabling natural language queries about workouts, recovery, sleep patterns, and health metrics while keeping data secure and private.

KeeperGuardian AI

An autonomous self-healing and chaos-resilient agent operations platform for KeeperHub, enabling fault injection, transaction self-healing, and onchain job management via MCP v1.0.

ws-mcp

MCP server that gives LLMs full visibility into your ws-cli workspace tree, enabling queries about workspaces, git status, tasks, and saved browser tabs.

MCP ArcGIS Chapel Hill

Enables querying and searching open geospatial datasets from the Town of Chapel Hill GIS, including parcels, zoning, transit, and town services, via ArcGIS Feature Services.

YouTube Transcript MCP Server

Enables LLMs to extract YouTube video transcripts with timestamps, metadata, and file export.

vault-mcp

Authenticated remote MCP server that exposes a private GitHub-hosted Obsidian vault to Claude, enabling list, read, write, and search operations on notes.

Glyph Hold MCP

MCP server that connects Codex and other MCP clients to a running Glyph Hold instance via its HTTP API, enabling memory and secret management.

Ollama MCP Example Server

A simple MCP server that exposes stock price lookup tools, demonstrating how to set up MCP from scratch with Ollama.

Spotify MCP Server

使 Claude 能够通过您的 Spotify 帐户与 Spotify 互动，包括搜索歌曲、创建播放列表、获取推荐和管理您的音乐。

GoLogin MCP

Manage your GoLogin browser profiles and automation directly through AI conversations. This MCP server connects to the GoLogin API, letting you create, configure, and control browser profiles using natural language.

ida-pro-mcp-gateway

Enables AI to manage multiple IDA Pro instances simultaneously by acting as a gateway, resolving port conflicts.

claude-mcp-jira

Integrates Claude with Jira for corporate environments using an internal MCP server with SSE, supporting ticket creation, update, summarization, and listing via natural language commands.

DocFS

Read-only filesystem MCP server with .gitignore filtering, multi-root support, and cache for efficient file exploration.

Korean Stats MCP

Enables AI assistants to retrieve real-time official Korean statistics from the KOSIS database through natural language queries, with source citations.

tableau-audit-mcp

Audits local Tableau workbooks for unused assets, duplicate worksheets, and dashboard weight, providing cleanup reports and health summaries.