发现优秀的 MCP 服务器

stock-moves-explained

Explains why US stocks moved. AI analysis for 'why did Tesla drop?' queries. Covers S\&P 500, NASDAQ 100, Dow 30 (~550 stocks).

observer-launch-mcp

Gives Claude live access to your Observe tenant, enabling natural language queries about errors, logs, and metrics without writing OPAL pipelines.

wigolo

Provides local-first web intelligence over MCP with tools for search, fetch, crawl, extract, cache, find-similar, research, and autonomous agent loops, requiring no API keys.

claude-sessions-mcp

Lets Claude manage tmux sessions on Linux — start long-running ML training jobs, check their output, send keystrokes, and kill them.

Allure TestOps MCP Server

Enables natural language interaction with Allure TestOps API for managing test cases, launches, and test plans with full CRUD support and 56+ controller endpoints.

WebSearch-MCP

一个模型上下文协议服务器，它使 AI 助手能够执行实时网络搜索，并通过爬虫 API 从互联网检索最新的信息。

cpp-semantic-graph

Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI assistants to search classes, functions, inheritance, callers, callees, overrides, and more.

IMAS Codex

Provides AI assistants with natural language access to IMAS data structures and enables remote facility exploration through SSH.

ATimeLogger MCP Server

Enables Claude to manage ATimeLogger time tracking: start/stop/pause activities, log intervals, and get reports via natural language.

Notebooklm-Unofficial-API-MCP

A thin MCP wrapper around the unofficial Google NotebookLM Python client, enabling notebook management, source handling, chat, artifact generation, deep research, and sharing via MCP tools.

VerifyAX MCP

Enables conversational access to the VerifyAX agent-evaluation platform, exposing tools for agent evaluation workflows through natural language.

@terranode-co/mcp-server

MCP server for spatial queries via the Terranode Geospatial API, enabling AI agents to perform point-in-polygon lookups, nearest feature search, distance calculations, and spatial joins.

Schwab Model Context Protocol Server

一个实现了施瓦布（Schwab）API 的模型上下文协议（Model Context Protocol）的服务器，允许访问账户信息、持仓、股票报价以及订单/交易历史，专为与大型语言模型集成而设计。

MCP Chat

A server that enables users to chat with each other by repurposing the Model Context Protocol (MCP), designed for AI tool calls, into a human-to-human communication system.

spec-guard

A deterministic MCP server that checks project code alignment with SPEC documents through static analysis without AI involvement.

agentic-hil

MCP server for Agentic Hardware-in-the-Loop testing, enabling AI agents to probe, flash, reset, and validate embedded firmware on real hardware via bounded MCP tools.

Crossword MCP Server

Enables solving crossword puzzles by loading grid and clue files, registering candidate words, checking consistency, and rendering final solutions. Supports Japanese crosswords with automated solving capabilities through natural language interaction.

Kagi MCP Server (Node.js)

好的，这是将“Node implementation of a Kagi MCP server”翻译成中文的几种方式，根据不同的语境，选择最合适的： * **最直接的翻译：** Kagi MCP 服务器的 Node 实现 * **更自然的翻译：** 使用 Node 实现的 Kagi MCP 服务器 * **更详细的翻译：** 基于 Node.js 的 Kagi MCP 服务器实现 **解释：** * **Kagi MCP server:** Kagi MCP 服务器 (MCP 通常指 Message Control Protocol，消息控制协议，但具体含义需要根据 Kagi 的上下文来确定) * **Node implementation:** Node 实现 (指使用 Node.js 编程语言来实现) 因此，根据你希望表达的重点，可以选择以上任何一种翻译。 如果需要更精确的翻译，请提供更多关于 Kagi MCP server 的信息。

sales-analytics

Enables LLMs to load tabular data from CSV/Excel/JSON, clean and analyze it, generate charts, and write a report with conclusions.

Universal DB MCP

Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases using natural language for data querying and schema analysis. It provides a secure interface with a default read-only mode to prevent unauthorized database modifications.

Magento 2 MCP Server

A Model Context Protocol server that connects to a Magento 2 REST API, allowing Claude and other MCP clients to query product information, customer data, and order statistics from a Magento store.

MCP Proxy

一个为使用标准输入输出 (stdio) 传输的 MCP 服务器设计的 TypeScript SSE 代理。 (Simplified: 一个为使用 stdio 的 MCP 服务器设计的 TypeScript SSE 代理。)

MCP Database Server

This server enables Claude to directly interact with SQLite, SQL Server, PostgreSQL, and MySQL databases through the Model Context Protocol, allowing for query execution, table management, and data export capabilities.

Italian Cities MCP Server

Provides CRUD tools for managing a database of Italian cities backed by Elasticsearch. It enables AI assistants to search, create, update, and delete city records through a standardized Model Context Protocol interface.

Jumpseller

Manage your Jumpseller e-commerce store with AI. Create products with variants, process orders, search customers, and organize your catalog.

NOVTRIQ Engineering

27 deterministic engineering compliance and calculation tools for the built environment (data-centre PUE and EED, EPBD, NIS2, Eurocode, UAE compliance), callable by AI agents via MCP and REST API. Free tier; every result cites the governing standard.

Frappe MCP Server

Manage your Frappe benches and sites directly from Claude.ai through natural language, enabling operations like restarting services, listing sites, running Python scripts, and viewing logs.

Bookmarks MCP Server

A Postgres-backed bookmark manager that exposes CRUD tools, database inspection, and a configurable REST API tool to save, search, and manage bookmarks via natural language.

SuperColony

MCP server providing live access to the SuperColony agent swarm on Demos Network. 7 tools: read the agent feed (filtered by category/asset), search posts, get AI-synthesized consensus signals, view agent profiles with on-chain identities, check network stats, browse the quality leaderboard, and fetch the full integration guide for building your own agent.