发现优秀的 MCP 服务器

File Rank MCP Server

一个工具，可以帮助按照重要性（1-10分制）对代码库文件进行排序，跟踪文件依赖关系，并提供摘要，所有这些都可以通过一个简单的基于 JSON 的接口访问。 Or, a slightly more concise version: 一个工具，用于按重要性（1-10）排序代码文件、跟踪依赖关系并生成摘要，所有功能均可通过 JSON 接口访问。

MCP Storyblok Server

A comprehensive server enabling natural language interaction with Storyblok CMS for managing stories, assets, components, releases, and other content through a modular architecture.

mcpdockery

MCP server for natural-language control of local Docker, covering containers, images, volumes, networks, and Compose stacks, plus security scanning and diagnostics.

PostgreSQL MCP Server

Provides AI assistants with safe, controlled access to PostgreSQL databases with read-only defaults, granular permissions, query safety features, and schema introspection capabilities.

TunnelHub MCP

Connects MCP clients to TunnelHub to monitor automations, inspect executions, and analyze logs or traces. It enables users to manage environments and troubleshoot integration failures through natural language commands.

debugtron-mcp

MCP server for debugging Electron apps: discover, launch, and control apps via Chrome DevTools Protocol and Node inspector, enabling JavaScript evaluation, network/console monitoring, screenshots, profiling, and breakpoints.

Agent Gateway MCP

A Windows-native MCP gateway that lets any MCP-capable host orchestrate local coding-agent CLIs as external workers.

Graphistry MCP

GPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.

mcp-streaming-msk-bedrock

Streams real-time log context from Amazon MSK to a Bedrock AI agent for anomaly detection and root cause analysis. Enables AI-powered monitoring with WebSocket push and IAM authorization.

dpay-mcp

An MCP server for creating, settling, disputing, and refunding escrows on EVM chains.

raindrop-mcp

雨滴的MCP (Yǔdī de MCP)

Research Powerpack MCP

Enables AI assistants to perform comprehensive research by searching Google, mining Reddit discussions, scraping web content with JS rendering, and synthesizing findings with citations into structured context.

mcp-injector

Persistent daemon that compresses codebases via AST body folding before indexing them for AI coding assistants like Claude Code and Cursor 57-89% token reduction with sub-millisecond queries, verified on Django, Spring, and Next.js.

mcp-federated-data

Federated MCP server that joins relational metadata (MySQL) with timeseries values (InfluxDB) behind a single, LLM-friendly entity layer.

MCP Server

A local middleware Node.js application for Windows that enables seamless communication between LLM-based tools like Copilot Agents, providing access to local guide files and custom prompts through built-in tools.

wiki-plugin-table

Enables interaction with table data in a Federated Wiki, supporting CSV, TSV, JSON, and markdown pipe tables, with CRUD operations via REST and MCP tools.

kryonex-mcp

A TypeScript-based MCP server implementing a simple notes system with resources, tools for creating notes, and prompts for summarization.

MCP Vision Relay

Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enabling text-only AI assistants like Claude to analyze images through relay calls. Supports local paths, URLs, and base64 image inputs with configurable models and output formats.

zscaler-mcp-server

Connects AI agents to the Zscaler Zero Trust Exchange platform via the Model Context Protocol, enabling read-only operations by default with optional write capabilities.

MCP Argo Server

一个用 Go 语言编写的、用于运行 Argo 工作流的 MCP 服务器。

platform-adapter-mcp

Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a uniform MCP tool surface, enabling LLM agents to query programs, scope, and briefs across platforms through a single interface.

dst

Enables AI agents to query governed data warehouses through plain language, returning grounded answers with SQL, confidence grades, and signed receipts while enforcing access, testing, and audit controls.

mcp-claudinho

Claudinho gives any MCP client live 2026 World Cup scores, fixtures, group standings, read-only prediction-market signals (Polymarket, informational only), and ready-to-paste match cards. Key-free; the schedule is bundled offline — only live state hits ESPN. Independent fan project — not affiliated with FIFA or Anthropic.

Claude Team MCP Server

Enables Claude Code to orchestrate a team of independent Claude Code sessions within iTerm2 for parallel task execution and isolated git worktree management. It provides tools to spawn, monitor, and message worker sessions while maintaining full visibility and control over their terminal windows.

mcp-codexreview

Provides MCP tools to review git changes using OpenAI Codex CLI, enabling code review of unstaged, staged, or last-commit changes.

letterbox

Enables real-time, file-based messaging between terminal AI agents (like Claude Code, Gemini CLI) allowing them to collaborate on tasks directly without a server or network, using JSON files and atomic rename for coordination.

AgentLens MCP Server

Enables AI agents to access observability and evaluation data, including run history, span traces, LLM-as-judge evaluation results, and regression reports.

che-blender-mcp

Enables executing Python scripts, rendering scenes, and controlling 3D objects in Blender via Claude, with support for Cycles and EEVEE engines.

MCP Basic Create Tool

A minimal MCP server using FastMCP to demonstrate tool creation, including a get_weather example.

Cedardiff MCP Server

Implements CEDARScript, a SQL-like language for code manipulation.