发现优秀的 MCP 服务器

FEFLOW MCP Server

Enables AI assistants to control FEFLOW 7.5 groundwater simulation software through MCP, supporting model loading, mesh operations, parameter management, and result export.

MCP For Unity

Enables AI clients to interact with and control the Unity Editor through a Python MCP server bridge, allowing natural language-based Unity project manipulation.

entrapulse-polyarchy

Interactive visualization of Microsoft Entra ID identity relationships, enabling exploration of org charts, groups, attributes, and access assignments through a D3 force-directed graph within MCP clients.

pubmed-evidence

Enables PubMed literature search, metadata retrieval, BibTeX export, and evidence table generation for biomedical research agents.

miniframe-tools-mcp

MCP server for Brazilian data lookups (Pix codes, CEP, CNPJ) and web rendering tasks (Markdown, screenshots, PDFs) via a paid HTTP API with x402 billing.

telemetry-mcp

A read-only MCP server for querying telemetry data from configurable backends. Provides tools to list sources, describe schemas, run bounded queries, and compute aggregates.

Runware MCP

MCP server that gives AI agents access to Runware's full API for image, video, audio, 3D, upscaling, and other media generation and processing tasks via natural language.

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.

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-ohmy-sql

An MCP server that bridges AI assistants with SQL databases, enabling natural language querying across multiple database types with built-in optimization and security.

polish-caselaw-mcp

MCP server for querying live Polish court case law (orzecznictwo) via the SAOS API, offering tools to search judgments, fetch full cases, find judgments citing specific statutory provisions, and check Constitutional Tribunal citations.

slab-email

Headless email connector that lets AI agents read, search, draft, and send emails across multiple providers (Proton, IMAP/SMTP, Gmail) via REST and MCP tools, with scoped permissions and encrypted credential storage.

mcp-server-bedrock-image

An MCP server that gives AI agents the ability to generate, edit, and manipulate images using Stability AI models on AWS Bedrock.

JSON MCP Boilerplate

A starter template for building MCP (Model Context Protocol) servers with TypeScript support. Provides a clean foundation with example tools, resources, and prompts for creating custom integrations with Claude, Cursor, or other MCP-compatible AI assistants.

Vault Knowledge MCP Server

Read-only MCP server that surfaces contradictions in an Obsidian vault's knowledge graph via semantic search and reasoning edges.

browser-agent

An MCP server that gives Claude a real, persistent Chrome browser with logged-in sessions, enabling automation of sites that block headless browsers. It supports 50+ tools, cross-session knowledge, and recipe replay for complex workflows.

Acceptance Criteria Extractor

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

arXiv Search MCP Server

Provides search functionality for arXiv.org papers through the official arXiv API, allowing users to search papers by keywords, filter by subject categories and date ranges, and receive comprehensive metadata including PDF links.

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.

Weather MCP Server

Provides weather query capabilities using the Open-Meteo API with a tool for city/coordinate weather and a weather resource URI.

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.

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.

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.

soft-ue-cli

MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ commands for spawning actors, editing Blueprints, managing assets, and more via CLI or MCP.

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.

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.

subiekt123-mcp

Stateless MCP server for invoicing in Subiekt 123 using the InsERT API, enabling tools to preview and create invoices, manage documents, and fetch exchange rates.

drozer-mcp

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

BashTerm

Enables executing commands in visible VSCode terminal tabs with full output capture, supporting long-running processes, interactive input, and isolated sessions for parallel agents.