发现优秀的 MCP 服务器

vynly-mcp

Post AI-generated images to Vynly, the AI-only social feed. Four tools for posting, reading, searching, and ephemeral sparks — auto-claims a demo token on first run so it works with no signup.

Perplexity MCP Server

一个 Perplexity API 模型上下文协议 (MCP) 服务器，为 LLM 代理解锁 Perplexity 的搜索增强 AI 功能。它具有强大的错误处理、安全的输入验证以及通过 showThinking 参数实现的透明推理。采用类型安全、模块化架构和生产就绪的实用程序构建。

Weather Prediction MCP Server

Provides current weather, multi-day forecasts, and umbrella recommendations through natural language queries, backed by the Open-Meteo API.

plausible-mcp

MCP server for Plausible Analytics that enables querying traffic, conversions, and comparing time periods from any AI tool supporting MCP.

Docling MCP Server

Converts folders of financial and investment documents into structured markdown, JSON, and CSV files with a metadata index, enabling AI assistants to efficiently navigate and analyze large research libraries.

ita-matrix-mcp

MCP server that searches ITA Matrix for complex flight itineraries, supporting multi-city trips and custom routing codes, to help plan intricate travel plans.

Elgato MCP Server

Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery and notification forwarding.

React Native Godot Documentation MCP Server

Enables intelligent access to React Native Godot documentation, examples, API references, and troubleshooting guides through searchable tools optimized for LLM workflows.

incident-tool

Enables AI agents to diagnose Linux server incidents by collecting and structuring system diagnostics from multiple servers via SSH, with tools for finding incident clusters, gathering context (memory, CPU, swap, etc.), and running arbitrary commands.

Second Brain

A personal AI-powered knowledge base MCP server that allows Claude to search, add, list, and delete documents from a local knowledge base.

gh-issues-mcp

A standalone MCP server that exposes a narrow set of GitHub Issues tools for a single repository, securely handling a GitHub personal access token so agents never see the credential.

Zava Insurance MCP Server

Enables management of insurance claims, inspections, and contractors through interactive UI widgets and data tools. Users can view claim dashboards, update statuses, and query service provider information using natural language.

testclaw-mcp

Provides a remote HTTP MCP layer for TestClaw, enabling MCP clients to interact with a Sonic server for test management, device control, and automated testing workflows.

elasticsearch-mcp

Enables any MCP-compatible agent to query, diagnose, map, and operate Elasticsearch or OpenSearch clusters via REST, with read-only defaults and layered safety controls.

MCP Server Basic Example

A basic MCP server that provides arithmetic tools (add, subtract) and a greeting resource, demonstrating core MCP concepts.

Model Context Protocol (MCP) Server

MCP 服务器 + Llama3 + Xterm.js

mcp-schema-bloat-fixer

Reduces token costs from MCP tool schemas by analyzing bloat, compressing descriptions, and selecting only relevant tools for AI agents.

SQLite MCP Server

Provides comprehensive SQLite database interaction for AI agents, including data manipulation, schema inspection, and automated query logging. It features a unique context preservation pattern that uses a dedicated meta-table to help autonomous agents maintain self-documenting database architectures.

lanhu-mcp-codex

Read-only MCP server that converts Lanhu project/design links into design context consumable by Codex or other AI agents.

SSH MCP Server

Enables AI tools to manage SSH connections, execute commands, transfer files, and perform remote server diagnostics via MCP protocol.

Spaceship MCP

An MCP server for managing and executing AI agents on the Spaceship AI platform directly from clients like Claude Code and Cursor. It provides comprehensive tools for agent lifecycle management, including creation, execution, and real-time monitoring of run statuses and logs.

Rhizm MCP Server

An MCP server that enables LLM clients to manage tasks, timers, and notes in Rhizm through natural language commands. It provides tools for task operations, time tracking, and note management via API integration.

MCP Background Task Server

A Model Context Protocol server that enables running and managing long-running background tasks (like development servers, builds) from within Claude Desktop or other MCP-compatible clients.

proton-mail-mcp

Enables AI assistants to interact with a Proton Mail mailbox through Proton Bridge, supporting listing, searching, reading, sending, and organizing emails.

MCP Sumo Logic Server

与 Sumo Logic 的 API 集成，以实现可配置查询和时间范围的日志搜索，支持错误处理，并通过 Docker 实现轻松部署。

Datomic MCP Server

Datomic MCP 服务器，以便你的 AI 模型可以查询你的数据库（使用 Modex MCP 库）。

geojp-mcp

MCP server for Japanese address and parcel lookup using ReverseGeoJP and ChibanJP APIs, enabling AI agents to convert coordinates to addresses and vice versa.

Office-PowerPoint-MCP-Server

A comprehensive MCP server for PowerPoint manipulation using python-pptx, providing 32 tools organized into 11 modules for creation, management, and professional design.

best-cad-mcp

Enables agent-driven CAD automation by inspecting, editing, and validating DWG drawings through a handle-first workflow, with support for visual grounding, CADPlan execution, and local SQLite workspace management.