发现优秀的 MCP 服务器

Descope Auth MCP Server Template

A FastMCP server template with full MCP authentication via Descope, designed for easy deployment on Render. It provides a foundation for building secure, authenticated MCP servers with scope-based access control.

Cloudflare Playwright MCP Server

Enables AI assistants to control web browsers through Playwright automation tools deployed on Cloudflare Workers. Supports web navigation, clicking, typing, screenshot capture, and other browser automation tasks through natural language commands.

DX MCP Server

Enables AI applications to write and execute natural language queries on organizational data stored in DX Data Cloud's Postgres database. Runs locally and provides a query tool for AI assistants to formulate and execute database queries with user approval.

sharpspring-mcp-server

An open-source MCP server for the SharpSpring API (Constant Contact Lead Gen & CRM) that enables AI clients to read and write Leads, discover custom fields, and call any documented API method.

MCP Label Printer

Enables printing labels with QR codes and text to a Brother QL-810W printer via P-touch Editor Lite, useful for creating physical labels for GitHub issues and pull requests.

llm-prompt-optimizer

A deterministic prompt optimization middleware for AI coding agents that preserves intent, compresses context, and detects drift, available as an MCP server with tools for optimize_prompt, classify_prompt, and more.

swiss-public-transport-mcp

MCP server for Swiss public transport — connections, stationboards, real-time delays, and direct booking links for SBB.

FinanceMCP-Alpha

Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market data from Tushare.

cdk-serverless-mcp-server

A minimal MCP server deployed on AWS Lambda and API Gateway using AWS CDK, enabling tool execution via JSON-RPC (e.g., an add tool).

Gmail MCP Server

Enables sending Gmail emails through natural language via Claude Desktop by exposing a FastAPI endpoint wrapped with MCP support.

Instagram MCP Server

Enables access to Instagram data through EnsembleData API, allowing retrieval of user information, posts, reels, follower counts, and search functionality for users, hashtags, and locations.

dingdawg-governance

Universal governance layer for AI agents — MCP-native, fail-closed, LNN interpretability. Governed receipts, IPFS audit proofs, and rollback for any agent in any framework.

Weather MCP Server

Provides real-time weather, forecasts, historical data, and air quality for AI assistants via the Model Context Protocol.

redmine-mcp-stateless

A stateless, SSE-ready Redmine MCP server designed for secure team sharing.

Lightweight GitHub MCP

A configurable proxy that filters GitHub MCP server tools via YAML whitelist, reducing context consumption from 100+ tools to only the ones you need while providing meta-tools to discover available functionality.

Mandoline MCP Server

Enables AI assistants to reflect on, critique, and continuously improve their performance using Mandoline's evaluation framework. Provides tools for creating custom evaluation metrics and scoring prompt/response pairs to measure AI assistant quality.

mcp-jira

An async MCP server for JIRA integration, enabling AI assistants to search, create, and manage JIRA issues via JQL and other operations.

🔐 get-mcp-keys

一个轻量级的实用工具，可以安全地从您的主目录加载 Cursor MCP 服务器的 API 密钥，防止在代码仓库中意外暴露密钥。在保持与 AI 编码助手无缝集成的同时，确保您的凭据安全。

PostPilot

PostPilot is an MCP server that connects ChatGPT or Codex to X (Twitter) with secure, approval-first publishing. It enables drafting, validating, staging, publishing, listing, and deleting posts via OAuth 2.0 and exact-text single-use approvals.

PAI Memory MCP Server

Enables semantic and keyword search across AI work sessions, learnings, reflections, failures, research, and relationships stored in PAI's MEMORY directory.

Deliberation

Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures which models earn their seat.

VerdictSwarm MCP Server

Enables AI agents to scan crypto tokens for rug pulls, scams, and risk using a six-agent consensus system. It provides real-time security audits and risk scoring for tokens on Solana, Ethereum, Base, and BSC.

TMDB MCP Server

Provides Claude AI with direct access to The Movie Database (TMDB) for searching movies, trending content, and reviews through natural language.

fadlie

MCP server for DataHub that detects duplicate datasets across platforms and governance gaps, enabling users to apply governance from one twin to another with dry-run by default.

doomscroll-mcp

Enables AI agents to browse Instagram Reels by automating login, scrolling, and extracting structured metadata such as URL, creator, caption, likes, comments, and audio.

Google Calendar MCP Server

Provides AI assistants with intelligent access to Google Calendar data, enabling natural language queries about availability, upcoming events, schedule conflicts, and meeting summaries through context-aware calendar integration.

devops-assistant-mcp

Enables querying local MySQL databases and managing Docker containers (listing, logs) through natural language via the Model Context Protocol.

Salesforce-Hosted-Custom-Mcp-Server

Enables interaction with Salesforce data and services via custom MCP tools, including account analytics, opportunity queries, case creation, and AI agent invocation.

mcp-server-laravel

Enables AI assistants to introspect a Laravel application's routes, models, controllers, migrations, and more through the Model Context Protocol, running locally via php artisan commands and filesystem scanning.