发现优秀的 MCP 服务器

mcp-server

面试准备 (Miànshì Zhǔnbèi) 的 MCP 服务器

Windows Command Line MCP Server

镜子 (jìng zi)

hive-mcp-log

Metered log ingestion server for autonomous agents, allowing NDJSON log posting with USDC payment per line on Base L2. Agents can freely tail and search their own logs with configurable retention tiers.

FastAPI + MCP + Gemini Integration

Enables Gemini AI to interact with a FastAPI application through MCP tools for user management, task management, and dice rolling functionality. Provides natural language access to REST API endpoints including CRUD operations, health checks, and application statistics.

jenkins-mcp

Enables interaction with multiple Jenkins instances from a single MCP server, using header-based authentication for multi-tenancy.

Figma MCP Server

Connects AI applications to Figma API for extracting design data, generating production-ready HTML/CSS from designs, and capturing screenshots in multiple formats.

Nostr service for AI Agents MCP

9 tools, Lightning-gated. Pay per call. For agents that need verifiable signed actions with an audit trail. Nostr event signing via daemon Publish events to relays Create Lightning invoices Action receipts — signed proof of agent actions Identity attestation

mcp-bridge

Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests to an OpenAI-compatible API.

MCP Server with Cloudflare Workers

一个开放标准服务器实现，它使 AI 助手能够通过模型上下文协议直接访问 API 和服务，并使用 Cloudflare Workers 构建以实现可扩展性。

web-search-agent

展示：让一个自主编码助手使用 Pydantic AI 和 MCP 服务器创建一个小型网络搜索代理

Canva Content MCP Server

用于 Canva 内容生成的 TypeScript MCP 服务器

Mansamarkets-mcp

Real-time African stock market data across 13 exchanges in one MCP server. Access live prices, indices, top gainers and losers for NGX (Nigeria), GSE (Ghana), NSE (Kenya), JSE (South Africa), BRVM (West Africa), LuSE (Zambia), DSE (Tanzania) and more. Also covers NASD OTC — Nigeria's Over-The-Counter securities exchange. 14 tools powered by Mansa Markets and NGX Pulse data infrastructure.

Dual Model MCP Server

Queries Claude Sonnet 4.6 and OpenAI GPT-5.5 in parallel via OpenRouter, returning structured multi-perspective responses for comparison and cross-checking.

tilnote-mcp-server

Enables AI assistants to create, read, search, and update notes on Tilnote, plus manage books.

tplink-omada-mcp

Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites, devices, and clients, and executing arbitrary Omada API calls via natural language.

ipython-kernel

An MCP server that connects to existing IPython kernels, allowing Claude to execute code in a shared persistent environment with your IDE.

USDA MCP Server

Enables plain English queries about US agricultural data, including historical crop statistics from NASS QuickStats and current cash grain prices from AMS Market News.

OpenDataMCP

Connects open data to LLMs via MCP, enabling easy access to public datasets and publishing new datasets with community help.

Company MCP Server - Google Workspace Integration

Enables Claude to interact with Google Workspace services including Gmail, Drive, Sheets, Docs, and Calendar. Provides comprehensive tools for reading, creating, and managing emails, files, spreadsheets, documents, and calendar events with built-in safety controls and audit logging.

Biz Intelligence

Business intelligence toolkit that analyzes competitors, scores websites, builds customer personas, and conducts market research using real-time competitive data. 8 tools including SWOT analysis, pricing analysis, and local market intelligence.

soul-mcp-server

Validate and generate SOUL.md agent identity files. SOUL.md is the open format for persistent AI agent identity — personality, voice, values, and constraints in a machine-readable YAML file.

FastMCP Calculator Server

A server that provides basic mathematical operations (addition, subtraction, multiplication, division, power, square root) through MCP tools for use with AI assistants like Claude.

iota-agent-mcp

An MCP server that enables AI agents to interact with the IOTA blockchain, supporting wallet management, transaction signing, and Move smart contract development. It provides tools for on-chain queries and CLI operations with a human-in-the-loop security model.

MCP Blog Project

这是一个 MCP 服务器的示例，用于连接图书服务，用于我的博客。

FastAPI MCP SSE

使用 FastAPI 框架实现的服务器发送事件 (Server-Sent Events, SSE)，集成了模型上下文协议 (Model Context Protocol, MCP)，允许 AI 模型访问外部工具和数据源，例如天气信息。

IMS MCP Server

Exposes the Integrated Memory System (IMS) capabilities, including session management, memory storage, and RAG-based context search, via the Model Context Protocol. It allows MCP-aware clients to interact with IMS backends to maintain long-term memory and context across sessions.

atlas-mcp-server

阿特拉斯 MCP 服务器 (Ātèlāsī MCP fúwùqì)

MCP SSE Cloud Run Proxy

A secure proxy solution for hosting MCP (Model Context Protocol) servers on Google Cloud Run, allowing teams to share access through IAM authentication while bypassing current MCP authentication limitations.

agent-bom

AI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.

MCP File Operations Server

A Model Context Protocol server that enables Claude Desktop to perform file operations like reading, writing, listing directories, and managing files through natural language commands.