发现优秀的 MCP 服务器

Pare

Provides MCP servers that wrap common developer tools (git, npm, docker, etc.) returning structured JSON output, enabling AI agents to reliably interact with these tools without parsing fragile terminal text.

Excel MCP Server

Enables reading and writing Excel files (text, formulas, and images on Windows) via MCP tools with pagination support.

Conduit

One local gateway for all your MCP servers — shared by every AI coding tool (Claude, Cursor, VS Code, Codex). Set up each server once; keys stay in the OS keychain; lazy discovery keeps agent context small. Local-first, open source.

Gmail Server for Model Context Protocol (MCP)

镜子 (jìng zi)

yandex-metrica-mcp

MCP server for Yandex Metrica — query your web analytics in plain language from Claude, Cursor, and other AI agents. Secretless one-command login (PKCE), read-only, TypeScript.

pipedriver

MCP server for Pipedrive API v2, enabling management of deals, persons, organizations, products, activities, and pipelines through natural language in MCP clients like Cursor and Claude Desktop.

HackathonWatch MCP Server

An MCP server for interacting with the HackathonWatch API, allowing users to access hackathon data and related information through natural language commands.

Claude MCP Servers

一个用于管理 Claude 桌面应用程序扩展配置的工具包，可以启用诸如 Brave 搜索、文件操作、Git/GitHub 集成、Shell 访问、网页抓取、HTTP 请求、AWS 文档搜索和 Obsidian 笔记管理等功能。

@sequel/mcp

为 Claude、Cursor 和 Windsuf 提供的 MCP 数据库服务器

Checkmarx

The Checkmarx Security MCP server bridges your AI assistant (Claude, Cursor, Copilot, etc.) with Checkmarx One's enterprise application security platform. It exposes security workflows as natural-language-accessible MCP tools, allowing developers to scan code, investigate findings, and receive context-aware fixes without leaving their development environment.

Billy MCP Server

Integrates Billy's accounting system with MCP, providing tools to manage invoices, contacts, products, payments, and more via natural language.

ExcelForge

A Windows-based MCP server that enables AI assistants to manage Excel files through the desktop application, supporting workbook operations, data manipulation, and formula validation. It features robust safety tools including snapshot-based rollbacks, path restrictions, and comprehensive audit logging.

media2html

Converts images, videos, and audio into structured, cacheable HTML representations optimized for text-based LLM reasoning.

Translate SRT MCP Server

Enables translation of SRT subtitle files from English to Japanese using local LLM servers like LM Studio. Parses SRT format files and returns translated subtitles in proper SRT format through OpenAI-compatible APIs.

observability-aiops

Governed Prometheus + Grafana operations — firing-alert and scrape-target RCA, alert noise/flapping analysis, silences, and dashboards, with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.

Pipetable

Query local CSV, Parquet, JSON and TSV files with real SQL via DuckDB. Gives your AI coding tool ground-truth data access instead of hallucinated answers.

AI Code Review MCP Server

A code review tool server based on Model Context Protocol (MCP) providing multi-dimensional code review and scoring.

mcp-server-demo

A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list_cases, get_case, add_note) to AI clients, secured with bearer-token authentication.

go-mcp-server-service

一个符合 JSON-RPC 2.0 规范并实现了模型上下文协议 (MCP) 的服务器，用于笔记管理（作为一个例子）。

opencode-cli-mcp

Wraps opencode CLI's HTTP API into MCP tools for agent run, session management, and server status, plus a fleet webapp dashboard.

pacs008-mcp

An MCP server that exposes the pacs008 ISO 20022 FI-to-FI Customer Credit Transfer library as tools for AI agents and assistants, enabling generation, validation, and parsing of pacs.008 credit transfer XML messages.

Security Detections MCP

Unifies 7,283+ detection rules from Sigma, Splunk ESCU, Elastic, and KQL into a single queryable interface via MCP, with a web dashboard and autonomous agent pipeline for detection engineering.

wireboard-mcp

Enables LLM agents to query real-time and historical analytics from WireBoard, allowing natural language questions about visitors, events, and site metrics.

MCP Site Manager

Enables AI agents to manage WordPress sites via ~74 capabilities including content, media, plugins, themes, and more.

GitHub MCP Control Plane

Provides secure, controlled access to GitHub operations through the Model Context Protocol with enterprise-grade security features including secret detection, vulnerability scanning, rate limiting, and full audit trails. Supports repository management, file operations, branch creation, commits, and GitHub Actions workflows.

GraphQL MCP Server by CData

GraphQL MCP Server by CData

mcp-alpaca

Provides real-time US stock market data via the Alpaca Market Data API, enabling AI agents to query stock prices and market data through natural language.

GA4 MCP Server

Connects Claude to Google Analytics 4 for querying website analytics via natural language, enabling traffic summaries, top pages, traffic sources, and user engagement.

Proxima

A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini, Perplexity) to your development environment via MCP tools, enabling coding, search, analysis, and more without API keys.