发现优秀的 MCP 服务器

Meta Ads MCP

A Model Context Protocol server that lets AI assistants run your Meta Ads end to end — launch campaigns, upload creatives, update budgets, and dig into performance through natural conversation. Works across Facebook, Instagram, and other Meta surfaces.

timeverse-command-mcp

An MCP server that enables AI clients to execute shell, Python, and Node commands on the local machine across platforms.

upstox-mcp-server

Enables LLM agents to analyze portfolios and execute orders on the Indian stock market via Upstox API v2 using natural language.

javalens-mcp

An MCP server providing 63 semantic analysis tools for Java, built directly on Eclipse JDT for compiler-accurate code understanding.

stitch-bridge

MCP server that gives AI coding agents the ability to design UIs through Google Stitch. It generates production-ready HTML and screenshots from natural language prompts.

SnapStack Server

Enables MCP-capable LLM clients to read browser screenshots captured by the SnapStack extension, stored locally and served over Streamable HTTP.

MCP-Servers

这个仓库使用 CAMEL AI 来创建用于各种用例的 MCP 服务器。

mcp-newton

Wraps the Newton math solver API enabling mathematical computations via natural language through the Pipeworx gateway.

ai-readme-manager

A smart documentation system that helps AI assistants understand and follow your project's conventions by automatically discovering, routing, and managing AI_README.md guide files.

WikiJS MCP Server

A Model Context Protocol server that enables Claude to read and update documentation in Wiki.js instances through capabilities like searching, reading, creating, and updating wiki pages.

Directus MCP Server

一个 MCP 服务器，用于简化 Directus 集合管理。 (Yī gè MCP fúwùqì, yòng yú jiǎnhuà Directus jíhé guǎnlǐ.)

assistant-ia-local

A local MCP server for RGPD-compliant document Q&A, enabling Claude Code to ingest, query, search, delete, and audit personal documents entirely on-device.

figma-mcp-lightweight

Enables executing any Figma Plugin API code via a single tool, providing full access to Figma node manipulation through natural language.

io.github.zw008/vmware-log-insight

Read-only MCP server for searching and aggregating logs from VMware Aria Operations for Logs (formerly vRealize Log Insight). Enables querying log events, aggregating with spike detection, and retrieving alert information.

AI Long-Term Memory MCP Server

Provides persistent long-term memory for AI agents with semantic search and activation-based decay. Enables AI systems to remember across sessions through layered memory architecture and automatic context-aware retrieval.

jira-mcp

MCP server for Jira Server/Data Center, enabling issue management, comments, attachments, JQL search, and more through natural language.

Xava Labs MCP Template

A template repository for building Model Context Protocol (MCP) servers that enables developers to create interactive AI agents with real-time bidirectional communication capabilities through WebSocket and SSE endpoints.

Document Reader MCP Server

Enables reading and processing various document formats including Word, PDF, RTF, and text files. Supports extracting media elements like images and links, with features for PDF page range selection and automatic text encoding detection.

Nextcloud MCP Server

Connects AI assistants to Nextcloud instances with 90+ tools for managing notes, calendars, contacts, files, recipes, and more through natural language conversations. Supports semantic search and multiple deployment options.

mcp-publix

An MCP server that enables users to search for Publix products, find store locations, and browse weekly deals. It provides detailed information including product prices, aisle locations, and store operating hours.

Spliit MCP for Cloudflare Workers

An unofficial, security-focused MCP server for Spliit that runs on Cloudflare Workers. It enables remote management of multiple Spliit groups, including reading balances and expenses, and safely preparing and committing drafts.

QrVerloz MCP Server

QrVerloz lets AI agents create QR codes instantly — no account needed, active for 90 days, and claimable at any time to make them permanent. Retarget the destination URL whenever you need, without reprinting.

sitemd

Static site generator / website building toolkit for AI coding agents like Claude, Codex, Cursor, Gemini, OpenClaw, etc. No subscription, no lock-in — host your site anywhere.

Proximo

Enables management of Proxmox VE infrastructure via its REST API and execution of commands inside LXC containers via SSH, with built-in trust layers for planning, audit, undo, and diagnosis.

prism-mcp

MCP server providing full HTTP parity with the Prism API, enabling agents to chat, generate images/video/music/TTS, manage RAG documents and projects, and poll long jobs without a browser.

Bruno MCP Server

Enables AI coding assistants to discover, inspect, and run API requests in Bruno collections locally, keeping all data private.

Pinion

AI-powered characterization test generator that reads Python functions or class methods, synthesizes inputs, captures behavior in a sandbox, and emits pytest files to lock legacy code behavior for safe refactoring.

crazyrouter-mcp

Access 627+ AI models through one API key — chat with GPT-5/Claude/Gemini, generate images with DALL-E 3/Midjourney/Flux, create videos with Sora 2/Kling/Veo 3, and more via Crazyrouter.

linkedin-ads-library-mcp

An MCP server that connects AI assistants to LinkedIn's Ad Library API for searching advertisers' sponsored content, job postings, and influencer partnerships.