发现优秀的 MCP 服务器

BugBug MCP Server

Enables comprehensive interaction with the BugBug test automation platform through its API. Supports running tests, monitoring execution status, managing test suites, retrieving results and screenshots, and performing batch operations through natural language commands.

VibeOps MCP

Enforces structured product development through contract-based validation of modules, features, and issues with type-specific requirements (user stories, bugs, tech debt, spikes) using JSON schemas.

one-mcp

A lightweight MCP server that enables intelligent tool management and semantic search for APIs using sentence-transformers. It supports both REST and MCP interfaces across dual transport modes, allowing users to upload, manage, and query API tools with natural language.

Self-Hosted EdgeOne Pages MCP

Enables AI assistants to deploy and manage static websites via EdgeOne Pages, with one-click deploy and API support.

Linkr KVM MCP Server

Linkr KVM MCP Server exposes Radxa Linkr KVM controls through the Model Context Protocol (MCP). It lets an MCP client capture screenshots, crop screen areas, send keyboard and mouse events, type text, wait for on-screen text, and ask vision/OCR models about the current screen.

mcp-www

Enables MCP server discovery via DNS TXT records, allowing agents to find, browse, and install MCP servers using existing DNS infrastructure without centralized registries.

Acceptance Criteria Extractor

Extracts explicitly written acceptance criteria from requirement documents, user stories, and similar texts, returning structured criteria and Given/When/Then pieces.

drozer-mcp

MCP server wrapping Drozer for LLM-driven Android IPC security testing, enabling autonomous enumeration and exploitation of app components via natural language.

macOS Control MCP Server

Enables full desktop automation on macOS through natural language, including mouse control, keyboard input, screen capture, and GUI interaction using PyAutoGUI.

mcp-assist-memory

An MCP server that provides a shared memory layer for Claude across claude.ai, Claude Code CLI, and Desktop, storing revisioned memory entries, session timelines, handoffs, and uploaded artifacts in SQLite.

mcp-dora

DORA compliance scanner MCP server that scans projects for regulatory gaps, classifies entities, generates reports, and optionally produces ICT registers and incident templates with cryptographic certification.

Error Collector MCP

An open-source MCP server that collects errors from browser console and terminal, then uses OpenRouter's free AI models to generate summaries for AI agents.

MCPfinder

AI-first MCP server discovery tool that enables agents to search, inspect, and install MCP servers from multiple registries.

Garmin Documentation MCP Server

Provides offline access to complete Garmin Connect IQ SDK 8.2.3 documentation with enhanced search, device reference, programming guides, and FAQ for AI assistants.

BlenderMCP

Connects Blender to Claude AI through the Model Context Protocol (MCP), enabling prompt-assisted 3D modeling, scene creation, and manipulation directly from Claude.

MCP Documentation Server

Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc.) using MCP protocol, with Docker-based tooling and optional AI image generation via DALL-E 3.

Hedera MCP Server

Provides tools for AI assistants to interact with the Hedera blockchain, enabling account management, consensus messaging, and HBAR transfers. Supports testnet, mainnet, and previewnet.

HeadStarter MCP Server

Enables creating Notion pages from natural language prompts via the Notion API, with features like title/content extraction and real-time JSON responses.

Crypto Price MCP Server

A Model Context Protocol server that provides real-time cryptocurrency price fetching capabilities using the CoinGecko API. It enables LLMs to retrieve and process the latest price for any coin by its name or symbol.

App Store MCP Server

An open-source MCP server for live Apple App Store competitor research, enabling AI agents to search apps, fetch metadata, compare competitors, and retrieve reviews and top charts as structured JSON.

lore

Enables AI agents to query project memory by linking code changes to the conversations that produced them, allowing retrieval of past decisions and constraints directly from the codebase.

mcp_oi_assistant

A secure MCP server for competitive programming that compiles, runs, and tests C++ code with safety features like directory isolation and resource limits.

M5 Petit Notes

A note-taking MCP server for Claude-based agents that provides persistent markdown files for easily referable notes, supporting create, read, update, append, and delete operations.

leanvox-mcp

Enables text-to-speech generation, voice cloning, dialogue creation, and other TTS operations through natural language in MCP-compatible AI assistants.

Falling Tree Risk MCP Server

Provides falling tree risk intelligence for any US property address.

simple_mcp_server

测试简易 MCP 服务器

rag_mcp

Enables retrieval-augmented generation by allowing LLMs to search documents in a local folder using vector similarity, supporting multiple file formats.

Generic MCP Server

A dynamic server that automatically discovers and executes scripts from a tools directory as isolated processes using the MCP protocol. It enables users to easily extend server capabilities by adding new tool scripts that communicate via JSON.

Local Browser MCP

A headless, agent-controllable real browser as an MCP server that enables AI agents to navigate, click, fill, eval JavaScript, and take screenshots on localhost and allowed hosts, with no GUI required.

radare2-mcp

Provides 85 tools for binary analysis including static analysis, disassembly, decompilation, ESIL emulation, live debugging, vulnerability scanning, and exploit development through structured JSON responses over the Model Context Protocol.