发现优秀的 MCP 服务器

Google Workspace MCP Server

Provides unified access to Google Workspace APIs including Gmail, Drive, Sheets, Calendar, Docs, Forms, and Chat through a single interface, enabling email management, file operations, spreadsheet editing, event scheduling, and more via natural language.

MCP Vault

Enables AI assistants to interact with Obsidian vaults through file operations like moving/renaming files and analyzing markdown heading structures. Bridges AI assistants with Obsidian using the Local REST API plugin for seamless vault management.

dsh-mcp

A cheap, fast execution layer for MCP agents that delegates file reads, edits, and command runs to a local DeepSeek Harness, reducing cost and latency while keeping the parent agent in control of planning and reasoning.

MCP Leave Management

Simulates a leave management workflow for employees and managers, including leave application, balance checks, and approval processes.

Reservation System MCP Server

An MCP server that allows AI models to securely access and manage WeChat Cloud-based reservation data. It provides tools for querying records, updating appointment statuses, and deleting entries through the WeChat Cloud Development API.

ai-economy-infrastructure

An MCP server for AI economy infrastructure with built-in EU AI Act compliance, supporting risk management, transparency, and bias detection.

CoderSwap MCP Server

Enables AI agents to autonomously create and manage topic-specific vector knowledge bases with end-to-end functionality including project creation, content ingestion from URLs, semantic search, and progress tracking. Provides a complete research workflow without exposing low-level APIs.

UAAR University MCP Server

Provides structured access to PMAS Arid Agriculture University Rawalpindi's academic resources, admissions, and student services through 53 specialized tools. AI agents can manage course information, library services, hostel details, and administrative functions using secure stdio or HTTP transports.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases through Amazon Q for querying data, listing tables, and describing schemas. It provides secure, read-only access with automatic row limits to ensure efficient database exploration.

MCP Log Reader

一个专门的 MCP 服务器，通过为 Claude 提供直接访问多个平台上的日志文件的权限，来帮助分析和调试模型上下文协议 (Model Context Protocol) 日志。

Web Analysis MCP

Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.

Minimax MCP Tools

一个 MCP 服务器实现，集成了 Minimax API，从而在 Windsurf 和 Cursor 等编辑器中提供 AI 驱动的图像生成和文本转语音功能。

Futuur API MCP Integration

Futuur API MCP 集成是一个强大的基于 TypeScript 的服务器，它实现了模型上下文协议 (MCP)，可与 Futuur API 无缝集成。 该项目为处理市场数据、类别、用户信息和投注操作提供了一个强大的接口。

Example MCP Server with FastMCP

An educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.

Outlook MCP Server

Enables AI-powered email management for Microsoft Outlook, allowing users to search, compose, organize, and batch forward emails using natural language commands with 100% local processing.

Ad Library MCP

Searches and analyzes competitor ads and content across Meta, Google, Instagram, TikTok, and YouTube with AI-powered creative analysis and cross-platform brand discovery.

mcp-bcrp-pe

Access BCRP (Central Bank of Peru) statistical series via an MCP server. Enables querying economic data without API keys.

ProductClank MCP Server

Enables AI assistants to launch community growth campaigns, boost posts with real engagement, and manage content campaigns via ProductClank, with OAuth and credit-based billing.

Foxbrizio MCP

Converts Claude Desktop into a sports content production studio, enabling search of football transfer tweets and generation of complete videos with virtual presenters.

MCP Recipes Server

一个服务器，它通过模型上下文协议（MCP）暴露查询食谱的工具。

KIAgent

Personal digital memory: a desktop app that indexes your mail, chats, and documents into a local SQLite corpus on your machine — parsing and OCR run on-device via llama.cpp — and serves them to any MCP client. Local server on 127.0.0.1, plus an optional per-user remote endpoint (you.localkiagent.com) whose TLS terminates on your own device.

AzurePricingMCP

Enables cost analysis, price comparison across regions, and savings plan calculations for Azure services through the Azure Retail Prices API.

Auto-Manager MCP

Enables natural language analysis of mechanical test data files (CSV, TDMS, MDF) by providing tools for channel statistics, spectrum analysis, rainflow fatigue counting, thermal state detection, and report generation.

Thingiverse MCP Server

一个模型上下文协议服务器，允许 AI 助手从 Thingiverse 搜索、探索和检索 3D 打印模型。

Kibela MCP Server

A Model Context Protocol server that allows AI applications to interact with Kibela knowledge bases, enabling users to search, create, update, and organize content through natural language.

ContextCore MCP

A personal AI assistant that connects git history, Gmail, Google Calendar, and Google Drive into an intelligent daily briefing via function calling and MCP.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling custom tools and connections to AI Playground or Claude Desktop.

MCP Servers

这个仓库包含了我关于如何创建 MCP 服务器的学习笔记。

gdb-cli

A GDB debugging tool designed for AI Agents (Claude Code, etc.)

dsh-loader-settlement-proof

Enables verification of content-addressed settlement receipts for DSH Loader activation, injection closure, and tool schema settlement.