发现优秀的 MCP 服务器

Gravitas-Core-MCP

Production-grade, autonomous Model Context Protocol (MCP) server that elevates AI models from stateless code generators into persistent, self-verifying software engineers.

suresh-hr-assist

Automates HR workflows such as employee onboarding, leave management, meeting scheduling, and ticket handling through natural language, with email notifications and demo data.

FinCEN (EUA)

Checks names against US FinCEN financial crime lists for compliance and AML due diligence, with a single read-only tool.

Whoop MCP Server

Enables Claude to read your Whoop recovery, sleep, cycle, and workout data through natural language queries.

Zoho Projects MCP Server

Enables AI assistants to interact with Zoho Projects for managing projects, tasks, issues, milestones, users, and performing searches. Supports comprehensive project management operations through natural language with automatic OAuth token handling.

Crossref MCP Server

一个模型上下文协议服务器，可以通过 Crossref API 查询学术出版物，支持按标题、作者或 DOI 搜索，并返回关于学术著作的结构化元数据。

warframe-calculator-mcp

MCP server for Warframe damage calculation and discrete event simulation, providing tools for build resolution, damage panels, expected hits, build comparison, slot optimization, and specialized Akarius Prime AOE simulation.

tamim-mcp-server

Converts images to PDF with support for local files, URLs, and base64 input, compatible with any AI agent via HTTP or stdio transport.

Estelle

Provides persistent memory for coding agents and grounds their claims by verifying against the actual codebase, preventing hallucinated responses.

Math Addition MCP Server

A simple MCP server that provides a tool for adding two numbers, designed for testing MCP integration with Claude.

Simple Weather MCP Server example from Quickstart

简单天气 MCP 服务器示例 (Jiǎndān tiānqì MCP fúwùqì shìlì)

spine-mcp

MCP server for creating Spine 2D animations from cut-up characters, generating runtime skeletons, packed atlases, and editable Spine projects.

MCP4Go

一个全面的 Go SDK，用于模型上下文协议 (MCP) - 通过抽象掉协议的复杂性，简化 AI 应用程序的开发。

MCP-Vault

A tiny personal MCP server that stores notes and bookmarks in a single SQLite file and exposes them to Claude through tools for adding, searching, listing, and deleting entries.

Jenkins MCP Server

An MCP server for interacting with a Jenkins CI/CD server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

news-volume-mcp

MCP server providing news article mention volume data, weekly series, growth percentages, and a live Google News feed as an AI tool.

paid-media-mcp

A platform-agnostic MCP server that connects Claude to campaign data, institutional knowledge, and historical performance for paid media teams, enabling automated analysis, reporting, and debugging.

teamspend

Compares AI coding tool spend before and after a migration -- Cursor, Claude Code, GitHub Copilot, OpenCode, Codex CLI -- via an MCP server, real numbers from each vendor's own API or local logs.

mcp-cybersec-server

MCP server that supports cybersecurity operations by providing CVE lookup, risk summarization, and playbook resources through CIRCL Vulnerability-Lookup API.

FinData MCP Server

Provides professional financial data access for LLMs via MCP, supporting providers like Tushare, Wind, and DataYes.

docuflow

Provides a unified interface for AI agents and scripts to read, create, and edit office documents (.docx, .xlsx, .pdf) via MCP tools, using Markdown as the intermediary format. Supports in-place patching with stable IDs, Jinja2 templating, and formatting preservation.

GDELT MCP

A remote, read-only MCP server for global media intelligence using GDELT DOC 2.0 API, enabling search and analysis of multilingual news coverage, tone, and attention trends.

omnivox-mcp

MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to access course schedules, grades, MIO messages, evaluations, and documents from Omnivox-based institutions.

MCP Log Analyzer

Analyzes log files using AI-powered tools to detect errors, patterns, and anomalies through natural language queries in Cursor IDE.

kitty-hive

MCP server for multi-agent collaboration enabling AI agents to communicate, delegate tasks, and share artifacts across clients and machines with federation support.

Selenium MCP Server

MCP server for crawling and extracting data from web pages using Selenium with CSS/XPath selectors. Supports 17 tools including smart extraction, pagination, infinite scroll, and screenshots.

Proxy4Agent

Routes AI agent HTTP requests through residential proxies to bypass anti-bot systems, geo-target by country/city, and maintain sticky sessions across multi-step workflows.

claude-code-mcp

An MCP server that gives orchestrator agents fine-grained control over interactive Claude Code sessions running inside tmux, enabling mid-session steering, interruption, and token-efficient result extraction.