发现优秀的 MCP 服务器

Jira MCP Server

一个模型上下文协议（Model Context Protocol）服务器，提供与 Jira 的集成，允许大型语言模型通过自然语言与 Jira 项目、看板、迭代和问题进行交互。

MCP Weather Server

Provides weather alerts and forecasts for US locations using the National Weather Service API.

dtb-members-mcp

MCP server for managing tennis club member data from local CSV/Excel exports. Provides tools for searching, filtering, and analyzing member information.

Kubernetes MCP Server – 5G Core Edition

Exposes Kubernetes cluster state with specialized telecom awareness of 5G Core network functions and topologies to MCP-compatible LLMs. It enables natural language analysis of 5G workloads, network slices, UPF data planes, and cluster health.

Memento

Memento is a local-first, open-source MCP middleware that gives AI agents persistent memory, proactive goal enforcement, and autonomous intelligence using a SQLite temporal graph with Reciprocal Rank Fusion retrieval.

Brand MCP Server

Enables access to a PostgreSQL database for brand-related data using Python. It allows users to interact with database records through local configurations or secure remote EC2 deployments.

Weather MCP Server

A Model Context Protocol server that retrieves current weather information for any city using the OpenWeatherMap API, designed for integration with Claude Code.

mcp-dep-tools

MCP server providing dependency and package management tools for AI agents. Analyze licenses, find outdated packages, visualize dependency trees, estimate bundle sizes, and audit security vulnerabilities.

Claude Context

Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.

LlamaCloud MCP Server

镜子 (jìng zi)

tech-collector-mcp

Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Hacker News), summarizes them using Gemini API, and syncs them to Notion databases with personalized recommendations based on reading history and tags.

Supabase MCP Server

Enables AI agents to access and manage Supabase projects through the Model Context Protocol, supporting database operations, edge functions, storage, and documentation search. It provides a complete toolset for SQL execution, migration management, and real-time project debugging.

Identity Server

A local MCP server that maintains and serves personal identity context to LLMs.

MCP-Claude

TypeScript implementation of the Model Context Protocol that standardizes how LLMs connect to data sources and tools, eliminating vendor lock-in and simplifying AI integration.

File Converter MCP Server

An MCP server that provides multiple file conversion tools for AI agents, supporting various document and image format conversions including DOCX to PDF, PDF to DOCX, image conversions, Excel to CSV, HTML to PDF, and Markdown to PDF.

lotw-mcp

MCP server for ARRL Logbook of The World (LoTW) that enables querying confirmations, uploaded QSOs, DXCC credits, and user activity through any MCP-compatible AI assistant. Part of the qso-graph project, it is read-only and requires LoTW credentials for authenticated tools.

code-search

Enables semantic code search across indexed code folders using vector embeddings, with support for multiple embedding providers and automatic file watching. Provides an admin UI and integrates with MCP clients for natural language code queries.

Kali Linux MCP Server

Provides secure access to Kali Linux security tools through a dockerized environment for authorized penetration testing and defensive security. Enables network scanning, web application testing, system enumeration, and credential testing with built-in input sanitization and network restrictions.

MCP CopyQ Server

Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, searching, and managing clipboard items organized in tabs with tags and notes through a unified interface.

Garmin MCP Server

Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assistants for workload planning.

GDP MCP Tools

MCP server for Grubhub Data Platform operations, providing 40+ tools across 18 service categories for data platform management, observability, analytics, and collaboration.

Remote MCP Server (Authless)

A Cloudflare Workers-based MCP server that enables AI models to use custom tools without requiring authentication.

GitHub Project Manager MCP

Enables comprehensive GitHub project management with 20 tools for issue tracking, milestone management, label organization, AI-powered task complexity analysis, and PRD generation with roadmap planning capabilities.

ansible-mcp-server

Enables AI assistants to manage infrastructure using Ansible and Terraform with 58 tools for playbooks, provisioning, security scanning, and more.

AgentDebate MCP Server

Enables AI agents to discover, join, and participate in AgentDebate debates via MCP tools, replacing manual REST orchestration.

DevRev MCP server

Enables searching, retrieving, creating, and updating issues and tickets in DevRev using natural language.

Hacker News MCP Server

Enables AI assistants to fetch top, new, best, Ask HN, Show HN, and job stories, as well as specific posts, comments, and user information from Hacker News through the Model Context Protocol.

zerobyte-mcp

Enables managing Zerobyte backups via MCP, including listing repositories, snapshots, schedules, and restoring backups.

hubspot-mcp-server

Enables interaction with HubSpot CRM through MCP, providing tools to manage contacts, companies, deals, and search/associations via natural language.

MSSQL MCP Server

通过模型上下文协议，可以执行 SQL 查询并管理 Microsoft SQL Server 数据库连接。