发现优秀的 MCP 服务器

Nest Llm Aigent

将 Stdio MCP 服务器转换为 RESTful 接口，以便轻松部署并与 Web 服务集成，使用 MCP 网关。 (Alternatively, a more literal translation:) 将 Stdio MCP 服务器转换为 RESTful，方便部署并与 Web 服务集成，MCP 网关。

OpenReplay MCP Server

Enables AI-powered analytics for OpenReplay user sessions through natural language queries. Supports session search, user journey analysis, error tracking, performance metrics, and funnel analysis to understand user behavior patterns.

OpenUKPublicDataMCP

A no-key-first MCP server providing access to UK public data including postcodes, bank holidays, carbon intensity, flood warnings, and government datasets.

CRE Intelligence MCP

Provides live commercial real estate data (rates, demographics) and analysis tools (DCF, rent roll parsing, lease abstraction, IC memo generation) within Claude Desktop.

web-stylebook-mcp

Provides deterministic, read-only design knowledge for AI coding agents to help them choose visual directions, plan UI states, and compose design tokens, all without network access.

WebSim MCP Server

Enables interaction with WebSim's public API to browse projects, discover trending content, search assets, manage user profiles, and access community comments and discussions.

grok-mcp

Enables searching X (Twitter) using the xAI Grok API to get summarised answers with citations. Supports filtering by handles, date range, and image/video understanding.

Selenium MCP Server

允许人工智能代理通过 Selenium WebDriver 控制网络浏览器会话，从而通过模型上下文协议实现网络自动化任务，例如数据抓取、测试和表单填写。

mcp-presentation

MCP server for building presentations (PDF/web) with a task-based async pipeline, enabling session management, project creation, presentation IR saving, git commits, building, and deployment.

GoDaddy Orders MCP Server

MCP Server that enables interaction with GoDaddy's Orders API using natural language, auto-generated from the OTE GoDaddy Orders OpenAPI specification.

Instagram MCP Investigator

Automates Instagram profile scraping using Playwright with saved login sessions and generates AI-powered analytical reports. Enables users to extract profile data, recent posts metadata, and receive OpenAI-generated summaries through natural language interactions.

forgejo-mcp

An MCP server for managing your repositories on Forgejo/Gitea server.

photo-marketplace-listing-assistant

This MCP server analyzes product photos using AI to generate listing drafts, publishes to Mercari Shops via GraphQL API, and exports drafts for other marketplaces.

poly-observability-mcp

Unified MCP server for observability and monitoring, providing tools to query metrics, logs, and traces through Prometheus, Grafana, Loki, and Jaeger.

snapedit

Snapshot-based file editing for AI agents. Enables safe file edits by sending only new content against immutable, content-addressed snapshots with 3-way merging and ambiguity protection.

bugzilla-mcp

MCP server for managing Bugzilla tickets and projects, with a built-in cron job for scheduled polling.

code-memory-rs

Enables local semantic code search across repositories using natural language, with AST-aware chunking and hybrid vector/FTS5 retrieval.

Azure OpenAI

一个使用模型上下文协议 (MCP) 和 Azure OpenAI 的最小服务器/客户端应用程序实现。

slm-mesh

Enables peer-to-peer communication, discovery, shared state, and file coordination between AI coding agents across machines and sessions.

WebQuest MCP

A Model Context Protocol server that exposes powerful web search and scraping tools to AI agents and MCP-compatible clients.

Gemini Agent MCP Server

An advanced MCP server that provides an agentic interface to Google's Gemini 3.1 models via Vertex AI, combining real-time Google Search, URL analysis, and Python code execution to solve complex multi-step research and data tasks.

UIPin MCP Server

Run at http://127.0.0.1:3846 to provide AI tools (Claude Code, Cursor, etc.) with live UI annotations, screenshots, and structured context via JSON-RPC + SSE.

rasterly-mcp

Enables AI agents to read, screenshot, or convert web pages to PDF using a real headless browser, turning any URL into clean Markdown, a visual image, or a print-ready document.

Virtuoso Schematic MCP

Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, nets, and instance properties via SkillBridge. It provides tools for component inspection and schematic validation to ensure design integrity.

Zotero Assistant MCP Remote

A remote MCP server for reading, writing, and managing items in your Zotero library, deployed on Cloudflare Workers.

excel-engine-mcp

Enables real Excel desktop automation to recalculate formulas, read computed cell values, and export true-fidelity PDFs, complementing library-based workflows.

OpenSoul MCP

An open-source personality profiling system that enables users to record and analyze their decisions, emotions, and self-reflections through a structured set of 56 tools. It helps users build a digital persona and gain self-insight by tracking interactions, decision-making patterns, and emotional states.

diagram-studio-mcp

MCP server for rendering diagrams (Mermaid, Graphviz, PlantUML, D2) via Kroki. Provides tools to render diagrams and list available engines.

ntfy-mcp

MCP server for sending notifications to ntfy.sh or self-hosted ntfy instances.

Apple RAG MCP

Provides AI agents with instant access to official Apple developer documentation, Swift docs, design guidelines, and Apple Developer YouTube content through advanced semantic and hybrid search capabilities. Features AI-powered reranking for accurate retrieval of Apple platform knowledge including iOS, macOS, watchOS, tvOS, and visionOS development resources.