发现优秀的 MCP 服务器

CSS Tutor MCP Server

Provides personalized CSS learning updates by tracking known concepts in memory, fetching latest CSS news via Perplexity, and guiding users through new CSS features they haven't learned yet.

fintable-mcp

An unofficial MCP server for fintable.io that enables AI assistants to manage financial categories, rules, and transactions directly through your browser session.

voxai-mcp

Gives your AI a live, speaker-labeled transcript of the meeting or call happening right now, plus the ability to push advice into the meeting window and speak out loud on the Mac. Requires the VoxAI macOS app — the server reads and writes that app's local files, so tools only return real data on macOS.

Terminal MCP Server

A minimal MCP server that lets AI hosts execute shell commands in a sandboxed workspace directory.

Context Pilot

MCP server providing persistent, searchable memory management for AI workflows, enabling Claude Code to store, retrieve, and organize context through CRUD operations and knowledge tools.

meok-eu-aia-art-9-rms-mcp

Generates EU AI Act Article 9 Risk Management Systems with a 4-step iteration process, covering 12 risk categories and Annex IV attestation.

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.

swiss-public-transport-mcp

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

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).

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.

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.

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.

TMDB MCP Server

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

Gmail MCP Server

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

ghe-mcp-gateway

Enables natural language admin tasks for GitHub Enterprise Cloud, like listing private repos, access reviews, and secret scanning, with read-only safety by default.

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.

cityflo-otp

Provides auditable Mumbai route lateness metrics, including route ranking, performance summaries, and trip-level evidence, derived from a reloadable CSV dataset.

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.

🔐 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.

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.

Weather MCP Server

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

xueqiu

Enables AI clients to access Xueqiu's real-time quotes, financial statements, capital flows, and community discussions for A-shares, HK, and US stocks, with 22 tools requiring no setup.

mcp-jira

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

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.

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.