发现优秀的 MCP 服务器

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Tableau MCP

Enables integration with Tableau to query data, explore workbook content, and retrieve visualization images through natural language. It provides developer primitives for building AI applications that interact seamlessly with Tableau servers.

dify-mcp-client

MCP 客户端作为一个代理策略插件。Dify 不是 MCP 服务器，而是 MCP 主机。

mcp-shipcheck

Audits local package folders to generate publish-readiness reports and previews of NPM tarball contents. It helps developers identify and resolve configuration issues like missing types or broken exports before releasing code.

ipums-mcp

An MCP server that exposes the IPUMS API as LLM tools for browsing metadata, creating and downloading extracts, and generating reproducible R/Python code.

MCP Tools

A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

gemini-mcp-server

Enables Claude to analyze codebases, search the web, process images, and brainstorm ideas using Gemini's massive context window.

Navidrome-MCP

Analyze listening patterns, create custom playlists, discover missing albums, validate radio streams, and provide personalized recommendations through natural language.

Playread

Enables Google search automation and web content extraction using Playwright. Performs Google searches and fetches main content from web pages, returning structured results in JSON format.

bambam

MCP server for agent-first Kanban board management, enabling agents to create, move, comment, and claim pebbles (cards) across statuses like requested, code_creation, testing, validation, and complete, with support for blocking, context feedback, and HIL (human-in-the-loop) transitions.

mcp-brain

A personal second brain on Cloudflare Workers that stores knowledge as a semantic graph with auto-linking, deduplication, and MCP tools for AI agents to save, search, and connect information.

knowledge-mcp

An MCP server that allows Claude to export knowledge and experience into a personal knowledge corpus of markdown files with YAML frontmatter, organized by category, with tools for saving, reading, searching, and listing entries.

agentcheckpoint

An atomic key-value store for AI agent coordination, ensuring agents always work with the latest state.

UnWeb MCP Server

Enables conversion of webpages to clean markdown with content quality scoring and multi-page crawling for documentation sites. Supports Claude Code, Cursor, and Windsurf with native LangChain and LlamaIndex export formats.

PATK MCP Server

Filters verbose terminal output from commands like npm install, pip install, docker build, and pytest, reducing context token consumption for AI agents by condensing logs, removing progress bars, and grouping repeated warnings.

simple-good-llm-memory-mcp-server

Enables LLMs to store, search, and manage memories with hybrid semantic and keyword search using ChromaDB and Neo4j for persistent memory and knowledge graph capabilities.

Neo4J MCP Server by CData

Neo4J MCP Server by CData

android-adb-mcp

MCP server for Android device management via ADB, enabling inspection and configuration of Android devices over USB or Wi-Fi.

Base64 MCP Server

A simple and efficient MCP server that provides Base64 encoding and decoding functionality for both text and images with support for Data URL format.

worklog-mcp

A simple, searchable Markdown-based MCP server for saving and retrieving work logs with two tools: save_worklog and search_worklogs.

Trading MCP Server

A comprehensive MCP server for stock analysis and trading insights, including stock screening, fundamental analysis, insider trading, options analysis, social media research, and news analysis.

Google Analytics MCP Server

An experimental MCP server that enables interaction with Google Analytics APIs, allowing users to retrieve account information, run core reports, and access realtime analytics data through natural language queries.

ragmacs-mcp

Provides LLMs with live introspective access to a running Emacs instance to evaluate Elisp and inspect the internal environment. It enables tools for reading documentation, browsing Info manuals, querying completions, and accessing source code for functions and variables.

memory-slim

Memory MCP server optimized for AI assistants, reducing context window tokens by 54.9% while preserving full functionality.

tokenlite-mysql-mcp

Secure and token-efficient MySQL MCP server built specifically for AI agents. Prevents hallucinations, optimizes context windows and blocks dangerous queries.

Risha.ai MCP Server

MCP server for the Risha.ai API enabling authentication, capability discovery, credit balance checks, and generation requests with automatic polling.

Homey-Wan-Kenobi-MCP

MCP server for controlling Homey Pro smart home systems, offering 60+ tools for device control, flow authoring, automation, monitoring, and network diagnostics.

arca-mcp

MCP server for ARCA (Agencia de Recaudación y Control Aduanero) that provides tools for AFIP electronic invoicing and authentication via stdio transport.

Better Ableton MCP

A custom Ableton Live MCP focused on keeping sets tidy and creating MIDI that fits material already in the set.

elgato-keylight

MCP server for controlling Elgato Key Lights. Enables turning lights on/off, adjusting brightness and color temperature, applying presets, and triggering effects via Claude.