发现优秀的 MCP 服务器

AXIS MCP Server

Runs a Model Context Protocol server directly on Axis cameras, enabling any MCP-capable AI to inspect and control the camera without cloud or middleware.

🤖 MCP Server — Agent X (Powered by Gemini Flash + Twitter API)

使用 MCP 服务器构建的 AI 代理

responsible-gambling-mcp

Enables users to calculate safe gambling budgets based on financial situation and assess gambling habits with risk levels and recommendations.

insights-mcp-server

红帽 Insights MCP 服务器 POC (Hóngmào Insights MCP fúwùqì POC) This translates to: * **红帽 (Hóngmào):** Red Hat * **Insights:** Insights (The English word is often used directly in Chinese in technical contexts) * **MCP:** MCP (The English abbreviation is often used directly in Chinese in technical contexts) * **服务器 (fúwùqì):** Server * **POC:** POC (Proof of Concept - The English abbreviation is often used directly in Chinese in technical contexts) Therefore, a more natural translation, especially in a technical setting, might be: **红帽 Insights MCP 服务器概念验证 (Hóngmào Insights MCP fúwùqì gàiniàn yànzhèng)** Where: * **概念验证 (gàiniàn yànzhèng):** Concept Validation (This is a more formal translation of "Proof of Concept") While the first translation is perfectly understandable, the second one is more precise and commonly used in formal documentation. Choose the one that best suits your audience and the context.

WordPress MCP Server

Enables comprehensive management of WordPress sites including posts, users, media, categories, tags, and site settings via the WordPress REST API.

fallcorp-mcp

Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client, enabling state folding, band classification, and crease pattern checks.

@nestr/mcp

MCP server that connects AI assistants like Claude to your Nestr workspace, enabling task, project, role management, and organizational insights through natural language.

ltspice-mcp

An MCP server that enables LLMs to read and modify LTspice schematics, run simulations, parse results, and generate plots, all through natural language.

FAA Advisory Circular MCP

Enables searching, retrieving, and tracking FAA Advisory Circulars for airport operations with filtering by airport type, bookmarking, and export capabilities.

browse

Headless browser automation via MCP using Playwright WebKit.

Todo MCP Server

A TypeScript-based server that enables AI agents to create, prioritize, and manage ordered task lists for complex projects. It provides tools for task tracking, status filtering, and progress statistics with persistent storage.

arxiv-mcp

A streamlined MCP server that connects AI assistants to arXiv's vast collection of academic papers, enabling search, retrieval, and analysis of research papers.

Engram

A self-hosted MCP server enabling multiple AI coding agents to share state, preserve context across sessions, and coordinate with each other.

diff-explainer

AI-powered git diff analysis with human-readable explanations, risk flags, and review checklists. Enables to explain any diff text or currently staged git changes through an MCP server.

willow-mcp

An agent-neutral MCP server providing SQLite key/value storage, Postgres knowledge base, and Kart task queue functionality. Features SAP/1.0 authorization on every tool call for secure multi-application access.

MCP Server Implementations

使用服务器发送事件 (SSE) 的模型控制协议 (MCP) 自定义服务器实现

Archy

Architectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.

liquidus-005

An MCP server implementing F5 governance-tuple wrapping for composable provenance, providing tools for interacting with the liquidus system.

Excel Explorer

An MCP server that allows LLMs to read, analyze, and interact with Excel files through file operations, data discovery, and comprehensive analysis tools.

fd-cn-report

An MCP server for Chinese financial reports, providing 44 tools to resolve companies, list/retrieve filings, extract report sections, run AI-based indicator extraction, search via Elasticsearch, and browse a 21,698-rule industry rules dashboard.

MCP Email Service

Enables multi-account email management with AI-powered monitoring, intelligent filtering, and automated notifications across multiple platforms including Gmail, Outlook, QQ Mail, and 163 Mail.

MCP Master Puppeteer

An advanced MCP server for browser automation using Puppeteer, specifically optimized for token efficiency through minimal data returns and progressive enhancement. It enables agents to navigate pages, capture LLM-optimized screenshots, extract structured content, and perform batch interactions.

Databricks MCP Server App

Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over 80 tools for interacting with workspace services like SQL warehouses, Unity Catalog, and AI/BI dashboards. It enables users to manage and query Databricks resources via natural language in the AI Playground using a Streamable HTTP transport.

MCP Utility Kit

Provides utility tools including random jokes, current weather, and name-based age prediction.

google-play-mcp-server

MCP server that connects AI assistants to the Google Play Developer API for automated app publishing, subscription management, review monitoring, and tester management.

Bear MCP Server

镜子 (jìng zi)

ethereum-validator-queue-mcp

An MCP server that tracks Ethereum’s validator activation and exit queues in real time, enabling AI agents to monitor staking dynamics and network participation trends.

FastMCP Science Demo

Exposes science functions like generating random points and plotting sine waves as MCP tools.

aspark-graph

A lean, local knowledge graph that joins a repo's code to its aSPARK delivery artifacts, enabling agents to trace user stories to code and assess impact of changes, served over MCP.

PowerPoint Automation MCP Server

Enables AI assistants to create, modify, and manage PowerPoint presentations programmatically using python-pptx.