发现优秀的 MCP 服务器

GSEP-MCP

Protects AI agents from prompt injection and destructive actions while enabling self-improving prompts through a security pipeline.

Google MailPilot

Enables AI agents to read, triage, respond to, and calendar-manage Gmail with a production-grade MCP control plane and human-in-the-loop safety.

DuckDuckGo Search MCP Server

镜子 (jìng zi)

MCP Spreadsheets

Provides comprehensive control over Google Sheets to read, write, format, and manage spreadsheets directly through natural language. It includes extensive tools for data manipulation, conditional formatting, and cell protection, along with integrated PostgreSQL database query capabilities.

Google Ads - AdLoop

An MCP server that gives your AI assistant read + write access to Google Ads and GA4 — with safety guardrails that prevent accidental spend.

zora-analytics

Enables querying live Zora token data and analytics methodology through SQL and document retrieval tools, providing guarded access to on-chain holder, transfer, and token information.

aria-mcp-affald-horsens

MCP server that provides household waste collection schedules for Horsens Kommune, Denmark, allowing address search and retrieval of next collection dates or calendars.

image-mcp

A local MCP server that provides image processing tools including resizing, cropping, format conversion, compression, rotation, flipping, thumbnailing, watermarking, effects, placeholder generation, and overlaying.

Cloud Run MCP Server

A secure MCP server example that demonstrates how to deploy to Google Cloud Run with authentication and identity token protection. Serves as a tutorial template for building production-ready MCP servers in the cloud.

Google Play Console MCP

Enables managing releases, monitoring Android vitals, analyzing earnings and search terms, optimizing ASO, and preflighting store assets through natural language, with a confirmation gate before destructive writes.

Consilium

Local round table enabling multiple agents and a user to share topics, history, and requests with @agent, with persistent conversations and task management.

mcp-dropbox-sign

MCP server for the Dropbox Sign API supporting signature requests, templates, teams, accounts, events, documents, signers, reports, bulk operations, and workflows.

sonic-pi-mcp

Enables control of a local Sonic Pi runtime to run code, stop jobs, read events, and search docs/samples/synthdefs via OSC messages.

memory-seam-mcp

Exposes read-only local markdown envelopes through MCP tools for health, context, and recall queries.

YouTube Search & Download MCP Server

Enables searching, retrieving metadata, and downloading YouTube videos or audio without requiring an API key. It utilizes yt-dlp to support media retrieval and playlist management within MCP-compliant clients like Claude and Cursor.

bigquery-mcp

一个 MCP 服务器，用于帮助 AI 代理检查 BigQuery 仓库的内容。 (Or, more formally:) 一个 MCP 服务器，旨在帮助人工智能代理检查 BigQuery 数据仓库的内容。

cursor-discord-channels

Bridges Discord channels to Cursor's headless agent, enabling always-on Discord MCP interactions on a server.

MCPify

A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Message Communication Protocol (MCP) tools, allowing AI agents to use existing REST APIs as if they were native MCP tools without manual implementation.

GC-MCP

Enables AI assistants to access and query Garmin Connect health and fitness data, including sleep, HRV, training load, and activities, with an optional coaching plugin for personalized training plans.

MCP Git Commit Generator

Automatically generates conventional commit messages from staged git changes and checks repository status. Analyzes git diffs to create properly formatted commit messages following conventional commit standards.

repository-memory

MCP server that provides a citation-first memory layer for AI agents, enabling verified search across Git-backed repositories and optional conversation memory. It exposes tools for doctor, sync, search, get, init, and ingest, returning JSON results with verified citations or abstain status.

test-intel-mcp

Test coverage intelligence MCP server for TypeScript and JavaScript projects. Analyzes coverage reports to find untested functions, computes cyclomatic complexity, and suggests test cases locally.

crypto-mcp

A read-only MCP server for managing multichain crypto wallet accounts and deriving public addresses across Bitcoin, Ethereum, Solana, TRON, and more. It provides secure local storage with encrypted mnemonics and only exposes account listing and address lookup tools.

Market Intelligence MCP

Recession probability, capital rotation, macro cascade analysis, and real-time economic data for Claude, ChatGPT, Cursor, and any MCP client.

ksp-mcp

Enables searching and browsing products on KSP.co.il, one of Israel's largest electronics and retail stores, using natural language.

atlassian-browser-mcp

Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available

Learning Orchestrator MCP

A sovereign, AI-driven pedagogical and spaced-repetition skills development MCP server supporting progressive syllabi, Bloom's Taxonomy, and secure LMS handshakes.

nagios-mcp

MCP server for Nagios Core that enables querying host and service status, alerts, configuration, and other monitoring data through CGI binaries.

Teamwork MCP

An MCP server that connects to the Teamwork API, providing tools to manage projects, tasks, companies, people, time entries, and reports, with built-in competitive intelligence capabilities.

LLDB MCP Server

Provides structured debugging capabilities through LLDB, enabling AI assistants to set breakpoints, inspect variables, analyze crashes, disassemble code, and evaluate expressions in C/C++ programs.