发现优秀的 MCP 服务器

lichess-mcp-analyzer

A chess training MCP server that downloads games from Lichess, analyzes moves with Stockfish, detects pattern errors using a compression model, and provides spaced repetition training to improve weaknesses.

HeadHunter API MCP Server

Enables AI assistants to access and manage HeadHunter job platform data, including vacancies, resumes, negotiations, and employer settings via 167+ tools.

DM20 Protocol

A comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaigns, featuring tools for character sheets, combat tracking, and world-building. It enables players and DMs to interact with 5e game mechanics and query personal PDF rulebooks using RAG capabilities.

Specter MCP

Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform Mobile (Android/iOS) applications through automated build pipelines, UI automation, crash analysis, and app state inspection.

MCP Server for langfuse

一个 MCP 服务器实现，集成了 AI 助手和 Langfuse 工作区，允许模型按时间范围查询 LLM 指标。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器的实现方案，它将 AI 助手与 Langfuse 工作区相集成，从而使模型能够按时间范围查询 LLM 指标。

osrs-wiki-mcp

Provides read-only access to Old School RuneScape Wiki data, returning structured content with source provenance via MCP tools for searching pages, items, monsters, quests, shops, and drop sources.

mesh-connector

The open connector for MeshMarket — an agent-to-agent capability exchange. Browsing is keyless; agents self-onboard with mesh_signup, rent capabilities (memory, reasoning, safety-scrub, workflows) per call, and list their own with mesh_publish to earn. Calls settle debit-first on an append-only ledger in closed-loop credits — not crypto. One-click installs for Cursor, VS Code, Claude Desktop.

Base Intel Search

Pay-per-call web search for AI agents, settled in USDC on Base via the x402 protocol. No API key or subscription required; users fund a wallet and get a web_search tool.

MCP Forge

一个用于为 Smithery 生成 MCP 服务器的工具，该工具与 Cursor IDE 集成，允许用户从诸如 Basic、Web Search 或 Database interactions 等模板快速创建服务器。 Or, a slightly more natural translation: 一个可以为 Smithery 生成 MCP 服务器的工具，它与 Cursor IDE 集成，让用户能够使用 Basic、Web Search 或 Database interactions 等模板快速创建服务器。

BigQuery MCP Server

Enables secure, read-only querying of Google BigQuery datasets through a stateless MCP server with OAuth 2.1 authorization, designed for integration with Atlassian Rovo.

Repo Analyzer MCP Server

一个 MCP 服务器，用于分析 Git 仓库并提供 Dockerfile 创建指导，通过 stdio 传输在本地运行。

Korral StoreLink MCP

Enables stock assessment and replenishment by exposing three deterministic tools: inspect stock positions, raise replenishment orders, and check order status. Includes an auditable local client and follows a security-first design with limited API surface.

Aim

Market knowledge layer for AI agents. Aim monitors millions of sources — news, podcasts, social, competitor moves and regulatory filings — and surfaces the signal shaping your market. Hosted remote MCP server (streamable HTTP, OAuth).

Markdownify MCP Server

将各种文件类型和网络内容转换为 Markdown 格式。它提供了一套工具，可以将 PDF、图像、音频文件、网页等转换为易于阅读和分享的 Markdown 文本。

MCP Capitol Trades Server

Enables users to query and analyze U.S. politician stock trades with real-time pricing data from Capitol Trades, with no API key required.

MCP Info Gatherer

Enables searching and gathering information from multiple online sources (web, Twitter/X, Telegram, GitHub, Hugging Face, arXiv) through a unified MCP interface.

ollamadev-mcp-server

Companion MCP server for the OllamaDev Android app, providing 36 tools for SDLC phases including filesystem, code intelligence, build, sprint workflow, and agentic self-prompt via a local Ollama model.

Service Desk Plus MCP Server

Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRUD operations on service desk entities, including request management, technician management, and email communication.

Instagram MCP Server

user can control instagram account with claude web

Channels MCP

Enables agents to send structured notifications to recipients via configurable channels (initial SMTP provider) without exposing delivery addresses or credentials, with tools for listing recipients, listing channels, and sending notifications.

spec-flow-mcp

An MCP server that manages development specifications and enforces coding standards through AI integration, helping teams reduce rework and maintain consistency across projects.

tripstudio

MCP server for travel-planning agents to create and manage concise Markdown briefs and validated structured trip documents, without booking or altering travel.

XiaozhiMCP-MapNAVI

An MCP tool that integrates with Amap API services, allowing AI to access geographic information, weather data, and route planning.

RZD Tickets MCP

Read-only MCP server that queries Russian Railways (ticket.rzd.ru) for train schedules, car types, prices, and seat availability. It provides official RZD links for manual booking but does not log in, book, or pay.

mcp-coincap-jj

一个模型上下文协议 (MCP) 服务器，它使用 CoinCap API 提供全面的加密货币分析。该服务器通过一个易于使用的界面提供实时价格数据、市场分析和历史趋势。已更新为使用 Coin Cap API v3。

Runbook AI MCP Server

MCP server that provides browser automation capabilities through a Chrome extension, enabling terminal-based agents to interact with any website via a live browser session with optimized context.

Rasattrading MCP

A Binance price-action and liquidity-focused MCP server for AI agents, offering 39 tools for market data, analysis, screening, alerts, and order execution with paper-first safety and optional real trading.

nl-eli-mcp

An MCP server for Dutch consolidated legislation, enabling AI agents to retrieve acts and their full text in force on a given date with verifiable citations via the official KOOP SRU API.

Music Search MCP Server

Enables searching and playing music from YouTube, returning top results or playable URLs, designed for XiaoZhi ESP32 robot.

Booboo

Open-source operational brain that fuses an AI system's agents, memory, knowledge and automations into one rooted, privacy-walled graph, served over MCP with stats, search, node dossiers, neighbors and pathfinding. The same snapshot also renders up to a million nodes in a 3D browser view.