发现优秀的 MCP 服务器

MCP Server for WordPress

使用 WordPress REST API 实现 MCP 服务器

HG MCP Server

Enables AI assistants to interact with Mercurial repositories, supporting version control operations like cloning, committing, branching, merging, and remote synchronization through natural language.

mcp-llama-swap

Enables hot-swapping llama.cpp models in a running Claude Code session via launchctl or systemd, preserving conversation context across model changes.

stock-mcp

MCP server that syncs and queries comprehensive stock data (quotes, financials, dividends, analyst forecasts, options, news) from Yahoo Finance and Investing.com into an external MySQL database.

Stock Research MCP Server

Provides comprehensive stock intelligence and technical analysis by integrating Alpha Vantage and Finnhub data. It enables users to generate detailed research reports and retrieve real-time market metrics, indicators, and news sentiment.

@penqwin/mcp

An AST-based MCP server that provides token-efficient codebase skeletons to LLM agents, reducing context token usage by 80-95% by exposing structural information instead of full source files.

all the tools

测试服务器，以了解客户端如何处理大量工具。

MCP Shared Services

Modular monolithic FastAPI shared AI service platform providing config center, prompt registry, LLM gateway, RAG service, secret manager, tool registry, and MCP server wrapper.

SEFAZ CE: Certidão de Regularidade

Enables users to query SEFAZ CE regularity certificates (Certidão de Regularidade) from official sources, providing read-only access for tax compliance verification in the state of Ceará, Brazil.

scientific-papers-mcp

Enables semantic search across scientific papers in your Zotero library with hybrid search, incremental indexing, and cross-encoder reranking.

wisp

Provides bounded, observable access to graphical apps, browsers, terminals, Android devices, virtual machines, and SSH hosts through MCP tools, enabling safe automation and app QA.

Supabase MCP Lite

Enables minimal interaction with Supabase databases through 4 essential tools for data querying, mutations, file storage, and user authentication. Designed for 70% less context usage than standard implementations with auto-truncated results and simplified parameters.

Spreadsheet MCP Server

Enables AI assistants to read, write, and format Google Spreadsheets through the Model Context Protocol. It supports comprehensive operations including data retrieval, sheet creation, and cell formatting using natural language commands.

Dataproc MCP Server

Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through a standardized interface. Supports cluster creation/deletion, job submission (Spark, PySpark, Hive, etc.), and serverless batch operations.

ServiceNow MCP Server

Enables Claude to interact with ServiceNow instances through the ServiceNow API. Supports comprehensive ServiceNow operations including incident management, service catalog management, change requests, user management, and workflow automation through natural language.

ccfolio

Enables searching and browsing past Claude Code conversations directly from within an active Claude session, with full-text search and cost tracking.

android-mcp-server

Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files, system, and debug. Includes 7 workflow Prompts (crash investigation, ANR, battery drain).

powergentic/azd-mcp-csharp

一个 AZD 模板，用于将使用 SSE 传输的 C# 编写的模型上下文协议 (MCP) 服务器部署到 Azure 容器应用。

MLflow Prompt Registry MCP Server

允许通过 Claude Desktop 访问 MLflow 中管理的提示模板，使用户可以使用保存的模板来指示 Claude 执行重复性任务或常见工作流程。

devcontainer-mcp

45+ first-class, OS and backend specific MCP tools that let AI coding agents create, manage, read, edit, and write files inside dev containers, keeping your machine clean and your environment reproducible and deploy-friendly. Use local Docker, GitHub Codespaces, Azure, AWS, Google Cloud or Kubernetes seamlessly!

Sentry MCP Server

Enables interaction with Sentry's error tracking platform to fetch and manage issue details, events, and project information through the Sentry API.

Prefeitura MS Mundo Novo: Certidão Negativa de Débitos

MCP server that enables consulting negative debt certificates (Certidão Negativa de Débitos) from the municipal government of Mundo Novo, MS, using an official source with natural language. It is read-only, has a single tool, and operates on a prepaid per-query basis.

pagewatch

Gives an agent a real browser. Turns any url into clean markdown, takes a screenshot of a url, and converts a url or raw html to pdf. It runs javascript, so it works on pages that a plain fetch returns empty. Respects robots.txt and refuses sites that block automation instead of trying to defeat them. No signup and no api key to start: the first call mints a free trial key and hands it back.

W3 MCP FalkorDB Server

Enables graph database operations on FalkorDB via MCP, allowing Cypher queries, node retrieval, and graph listing.

Apple Tools MCP

Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on macOS using natural language queries. All processing happens locally with privacy-first vector indexing for fast similarity search.

jenkins-mcp

MCP server for Jenkins to inspect builds, control jobs, and manage pipeline configuration.

LLM Wiki Streamable HTTP MCP Server

Exposes LLM Wiki desktop capabilities via Streamable HTTP transport for MCP clients, enabling project listing, file reading, search, and knowledge graph queries through a secure API.

Perplexity MCP Server

Exposes Perplexity AI's search and synthesis capabilities through MCP, enabling Claude Desktop and other MCP clients to search the web, synthesize sources, and get cited answers.

MCP-RB

一个轻量级的 Ruby 框架，用于构建 MCP 服务器，具有类似 Sinatra 的 DSL。