发现优秀的 MCP 服务器

SuperiorAPIs MCP Server Tool

一个基于 Python 的 MCP 服务器，可以从 SuperiorAPIs 动态获取插件定义，并基于 OpenAPI 模式自动生成工具函数，从而实现与 API 服务的无缝集成。

Delve MCP

一个基于 TypeScript 的 MCP 服务器，为 Go 程序的 Delve 调试器提供完整的接口，从而可以通过自然语言命令调试、追踪和分析 Go 代码。

indian-option-mcp

MCP Server for Indian Options — Real-time option chains, Greeks, 34+ strategies, OI analysis, IV smile, Max Pain. Works with Claude Desktop. Replaces Sensibull.

Jira MCP Server

Enables AI assistants to interact with Jira Cloud by managing issues, comments, custom fields, and sprint tasks through a standardized interface. Supports issue creation, updates, team activity tracking, and progress reporting.

Hacker News MCP Server

为 LLM 客户端添加强大的 Hacker News 集成，允许用户通过模型上下文协议访问故事、评论、用户个人资料和搜索功能。

Brain MCP Server

Enables interaction with Brain service for thought management, including saving thoughts with metadata, quick capture with auto-classification, searching, and retrieving entries through natural language.

YOSO Agent SDK MCP Server

Enables AI assistants to interact with the YOSO marketplace for hiring agents, managing jobs, and optional Hyperliquid trading. Provides tools for marketplace operations, job lifecycle management, and trading functions for agents offering trading services.

shohei

Infrastructure diagnostics library with MCP server for Claude. Automate DNS, TLS, email security, and DNS propagation checks via AI agents. DNSSEC, DANE/TLSA support.

repo-to-txt-mcp

用于分析和转换 Git 仓库为文本文件，以供 LLM 上下文使用的 MCP 服务器。 (Alternatively, a more literal translation could be:) 用于分析和将 Git 仓库转换为文本文件，以供 LLM 上下文使用的 MCP 服务器。 **Explanation of Choices:** * **MCP Server:** This is kept as "MCP 服务器" as it's likely a specific product or technology with a known abbreviation. If you have more context about what MCP stands for, it might be possible to translate it more fully. * **Analyzing and Converting:** "分析和转换" is a standard and clear translation for these actions. * **Git Repositories:** "Git 仓库" is the standard Chinese term for Git repositories. * **Text Files:** "文本文件" is the standard Chinese term for text files. * **LLM Context:** "LLM 上下文" is used. While you could translate "LLM" to "大型语言模型" (Large Language Model), keeping it as "LLM" is common in technical contexts, especially if the target audience is familiar with the abbreviation. "上下文" is the standard translation for "context." * **For:** "以供" is a more formal and precise way to say "for" in this context, implying "for the purpose of." The first translation is slightly more natural-sounding in Chinese. The second is more literal. Choose the one that best suits your needs and target audience.

mcp-server-restart

镜子 (jìng zi)

Karma MCP Server

Enables Claude to interact with Karma Alert dashboard to monitor and analyze Kubernetes alerts. Provides tools to check alert status, filter by cluster/severity, get detailed alert information, and analyze alert statistics and trends.

mcp-for-apache-ofbiz

A proof of concept MCP server for Apache OFBiz

Text-to-SQL MCP Server

A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.

LinkedIn MCP Server

An MCP server for LinkedIn REST API v2 that enables AI assistants to create, list, and delete posts, manage events, upload images, comment, and react—featuring OAuth 2.0 with session persistence, local post history tracking, and multiple automated tests

better-auth-mcp-server MCP Server

镜子 (jìng zi)

fedlex-mcp

MCP Server for Swiss federal law — search the SR, monitor legal changes, and query BBl/treaties via Claude Desktop or Claude.ai.

HANA Cloud MCP Server

镜子 (jìng zi)

MCPHy

Transform REST APIs into intelligent, chat-driven MCP servers with zero code changes. Simply point it at your Swagger/OpenAPI specification to get natural language querying capabilities powered by AI.

Multi-Agent Communication Platform (MCP)

Enables multiple Claude Code instances to collaborate in real-time through channels, allowing AI agents to work together on projects without requiring local setup beyond Docker.

Toolstem MCP Server

Agent-ready financial intelligence tools for AI agents. Two curated tools — get_stock_snapshot and get_company_metrics — that combine multiple data sources, derive signals (UNDERVALUED, STRONG, ACCELERATING), and pre-compute the math. One call, one agent-friendly response.

WebSearch MCP Server

A server that enables web searches using different providers (currently Bing) and converts URL content to Markdown, with support for retrieving WeChat official account articles.

PR Review MCP Server

Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-assisted reviews. It enables listing open PRs and analyzing changes while automatically excluding binary and asset files to focus on relevant code.

MCP Server Streamable

A demonstration MCP server that runs over HTTP with streamable transport, providing a simple greeting tool for testing MCP client-server communication. Built with FastMCP framework for educational purposes in learning MCP server development.

cerebrochain-mcp-server

The first logistics/WMS MCP server for AI agents. Rate shopping, inventory management, order tracking, fleet logistics, AI-powered route optimization, demand forecasting, and supply chain analytics. 18 tools across 3 tiers.

Swagger MCP

一个 MCP 服务器，它可以连接到 Swagger 规范，并帮助 AI 构建所有必需的模型，从而为该服务生成一个 MCP 服务器。

Todo List MCP Server

一个模型上下文协议 (MCP) 服务器，提供用于管理待办事项的工具，包括创建、更新、完成、删除、搜索和总结任务。

Personal Expense Manager

Enables tracking and analyzing personal expenses stored in CSV files. Supports adding expenses with categorization, retrieving recent spending data, and generating automated analytical summaries with spending patterns and recommendations.

openinterp-mcp

MCP server for mechanistic interpretability research, enabling agents to drive probe-causality and SAE-feature experiments via 8 typed tools on user's own compute (Colab).