热门好用的 MCP Server 推荐
按分类、安装方式和来源搜索比较 MCP Server。
Token-efficient code intelligence MCP server for AI coding agents.
Keeping up with AI trends is exhausting. Claude doesn't know what happened after its training cutoff. Ask it "what's hot in AI right now?" and you get stale answers.
Stdio MCP server for sandboxed file access — read files, search content, safely edit with checksums, and manage file structure.
CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/plugins, interact with a real Kirby runtime, and use a bundled Kirby knowledge base.
Install and configure MCP servers across all major AI clients with one command.
Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over your own documents. 11 MCP tools + CLI, markitdown ingestion for 12 formats, multilingual embeddings, LanceDB.
A specialized MCP server that bridges Neo4j graph database with AI agents, providing memory-focused tools for storing, recalling, and connecting information in a knowledge graph.
Relay beside your IDE — the agent pauses, you review & answer, it continues. All in one tools/call .
This is an MCP Server that wraps various JVM diagnostic tools (CLI) such as jstat, jcmd, jps, adds a nice prompt to improve how they work, and exposes them.
VV knowledge layer for AI agents — MCP server exposing Visualize Value frameworks, voice, and content
An MCP server that provides KOSPI/KOSDAQ stock data from KRX Data Marketplace.
A plugin-based MCP server for React Native runtime debugging, inspection, and automation. Connects to Metro bundler via Chrome DevTools Protocol — for most features.
Maybe the headless Ghidra MCP you are looking for.
MCP server for build123d to improve AI cognition when creating 3D CAD models
CLI and MCP server for discovering and calling Google APIs from agents and scripts.
MCP server that gives AI agents full vision and control over Android devices via ADB and scrcpy.
This MCP server helps to build structured documentation system based on Cline's Memory Bank pattern for context preservation in AI assistant environments.
A demo MCP server showcasing interactive UI capabilities using the MCP Apps Extension (SEP-1865).
If your browser/GitHub blocks custom URI handlers, use the web fallback: Cursor install fallback
MCP server for querying package ecosystem data from ecosyste.ms.
Agents write markdown — easy-notion-mcp converts it to Notion's block API and back again.
Test tenants sit empty. Static test data does not exercise real workflows. When you need agents that send real emails, schedule real meetings, and collaborate in real Teams channels, mocks and stubs...
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CLI toolkit for Dynamics 365 Finance & Operations X++ development. Indexes AOT metadata, scaffolds objects, and wires up AI agents via a stable JSON envelope and MCP.