发现优秀的 MCP 服务器

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.

chameleon

MCP server for agent-friendly web scraping with adaptive anti-bot bypass, dynamic rendering, and structured data extraction via 12 tools.

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.

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)

Sentinel

A three-stage guardrail agent for LLM-powered coding assistants that reviews proposed actions before execution, blocking destructive commands and maintaining an audit trail.

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.

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.

Salt Bridge

An MCP server that gives an agent full cross-VM management of a Qubes OS system via dom0 qrexec, bounded by an explicit VM allowlist for security.

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.

better-auth-mcp-server MCP Server

镜子 (jìng zi)

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.

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。

Entra ID SecOps MCP Server

Enables security analysts to investigate Microsoft Entra ID security logs through natural language, exposing read-only tools for user context, sign-ins, risky users, risk detections, directory audits, and conditional access policies.

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。

lockfile-guardian

Audits your package-lock.json for supply-chain attacks before install. Cross-checks every resolved entry against the live npm registry to detect integrity mismatches, new install scripts, and other malicious signals.

mcp-ariel-memory

Enables AI agents to maintain persistent, searchable two-layer memory with 37 tools, hybrid search, knowledge graphs, and enterprise features like authentication and backups.

Gantry

An MCP proxy and dashboard for Space Molt AI fleets that provides compound tools, guardrails, multi-agent coordination, and real-time monitoring.

Obsidian MCP Ultimate

Enables Claude Desktop to directly access and manage Obsidian vault files, supporting reading, writing, patching, searching, and file operations without requiring Obsidian to be open.

MCP TypeScript Boilerplate

A TypeScript boilerplate for building MCP servers using the official SDK, with a layered architecture for easy adaptation to different APIs.

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。

Project TTV MCP

A starter MCP service project that can be published to PyPI and run using UV.

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.

elc-toolkit

MCP server providing engineering leadership benchmarks, partnership business case generation, and community launch readiness checks using real data from the Engineering Leaders Community.

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.

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.

onto-agent

Provides AI coding agents with an embedded knowledge graph and architecture governance tools, enabling blast radius analysis, compliance checks, and smart context extraction from codebases.

Discord MCP Server

Enables AI agents to interact with Discord through the REST API and real-time events, supporting message management, user info, channel operations, and more with security controls.