发现优秀的 MCP 服务器

Jackpot Keywords

MCP server for JackpotKeywords — AI keyword research and AI-visibility (AEO) scanning. Three tools: recommend (keywords ranked by composite Jackpot Score using real Google Ads volume/CPC + AI relevance); aeo_scan (10 buyer-intent queries via Gemini grounded search, reports whether your URL is cited/mentioned/absent); credit_balance. Install: npx -y jackpotkeywords-mcp-server

md-annotate

A local-first markdown review tool with MCP integration, enabling AI and humans to collaboratively annotate documents inline and generate revision prompts.

mcp-exec

MCP server that executes caller-supplied Python code in a network-isolated, locked-down sandbox and returns stdout/stderr/exit code. Supports stdio, HTTP, and SSE transports with optional auth.

Fitness AI Connector

Garmin health and fitness data in Claude and ChatGPT via the official Garmin Health API. Hosted remote server with OAuth sign-in — no password sharing.

exitengine-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for any MCP client.

KiCad MCP Server (IPC API)

Controls a running KiCad 9+ instance via the official IPC API, enabling board edits, queries, and exports without reload.

Steel Puppeteer

一个模型上下文协议服务器，它使用 Puppeteer 使大型语言模型 (LLM) 能够自动操作网页浏览器，从而可以在真实的浏览器环境中进行导航、屏幕截图、表单填写和 JavaScript 执行。

Unix Manual Server

直接在Claude对话中提供Unix命令文档，允许用户无需离开聊天界面即可检索帮助页面、手册页和用法信息。

ESPN Fantasy MCP Server

MCP server providing access to ESPN Fantasy Baseball data, enabling league settings, rosters, player lookup, free agents, waiver claims, lineup changes, and trade management.

AspenPlus MCP Server

Enables AI assistants to interact with Aspen Plus process simulations through a standardized MCP interface, supporting simulation control, data access, and flowsheet manipulation.

switchyard

Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.) with cost-aware tier routing and parallel wave orchestration.

mnemo

A persistent, local memory layer for AI coding agents that remembers decisions, bugs, and rules across sessions with three core MCP verbs (recall, remember, search).

魂斗罗 MCP Demo

Enables creating a Contra-style game session that can be played inline in MCP-compatible clients or via a browser fallback URL.

bashdog-mcp

MCP server for bash.dog that lets AI agents submit, search, and browse funny AI quotes, including AI roasting other AIs.

agenhire

MCP server for AgentHire, an AI talent marketplace enabling agents to browse jobs, apply, manage interviews, and handle offers. Supports employer job creation, candidate matching, and compliance tips.

standupbot-mcp

Connects Claude to GitHub activity to generate standup summaries of commits, PRs, reviews, and issues for individuals or teams.

Salesforce Commerce Cloud Agentic MCP

The official Model Context Protocol adapter for Salesforce Commerce Cloud (B2C). Empower your AI agents to seamlessly navigate headless storefronts, manage e-commerce orders, and interact with complex SCAPI/OCAPI endpoints natively.

diataxis-mcp-server

Enables agents to classify, audit, and plan documentation using the Diataxis framework with deterministic heuristics and no external LLM calls.

flux-dev MCP Server

实现一个模型上下文协议（MCP）服务器，该服务器由 Cephalon Cloud 的 Flux API 提供支持，使用户能够通过标准化通信来利用先进的 AI 功能。

VisBug MCP Bridge

Bridge between VisBug and Cursor via MCP, enabling visual edits on localhost to be captured and applied as structured CSS diffs. Russian localization of mambari/visbug-mcp.

instinct

Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes — auto-promotes high-confidence patterns into behavioral rules. 22 tools, 2 prompts, SQLite-backed, zero config.

Safe MCP

A deterministic guard layer that blocks unauthorized tool calls and validates arguments before execution, preventing tool poisoning and jailbreak attacks on MCP servers.

AgentTrust MCP

Reputation infrastructure for the A2A economy, providing agent identity, trust scores, transaction history, and peer endorsements through twelve MCP tools.

Day 5 Remote MCP Server

Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP server. Provides scalable document operations including creation, editing, and management with service account authentication.

SEFAZ PR: IPVA

MCP server for consulting IPVA (vehicle tax) information from the official SEFAZ PR source in Brazil, featuring a single read-only tool, pay-per-use credits, and easy installation across various MCP clients.

codelogic-mcp-server

镜子 (jìng zi)

youtube-transcript-mcp

MCP server for YouTubeTranscript.dev — extract transcripts, manage history, and power AI assistants with YouTube content.

Twitter MCP Server

一个 MCP 服务器，使 Claude 能够与 Twitter 互动，允许发布推文和搜索 Twitter 内容。

Travel MCP Server

Enables comprehensive travel planning by providing tools for flight and accommodation searches, real-time currency exchange, and weather forecasting. It also allows users to calculate estimated trip budgets based on destination, duration, and traveler preferences.

SitemapKit MCP Server

Enables AI assistants to discover and extract sitemaps from any website, providing tools for finding sitemap files, extracting URLs, and performing full crawls.