发现优秀的 MCP 服务器

Minecraft Dedalus MCP

Enables AI agents to control Minecraft bots via natural language commands by bridging a Python MCP server with a Node.js Mineflayer bridge. It supports a wide range of in-game actions including complex pathfinding, resource gathering, crafting, and combat.

plumb

Plumb is an MCP server that provides coding agents with IDE-level intelligence (LSP, tree-sitter index) and safe, atomic file writes with transactional rollback and crash resilience.

JobSpy MCP Server

MCP服务器，用于搜索多个招聘平台上的职位

RecruitData

Unified job search MCP server that aggregates live listings from multiple job boards with deduplication, enabling AI agents to find and filter jobs by keyword and location.

WebforAI Text Extractor

An MCP server that extracts clean, structured Markdown content from web page URLs using the WebforAI library. It simplifies feeding web content into AI models by removing HTML noise and intelligently processing tables and links.

SAGE

Local-first MCP server and CLI wrapper for AI coding agents. SAGE routes shell commands through a tracked local runner, stores command history on the user’s machine, and returns compressed terminal output to reduce noisy context.

android-device-mcp

Provides comprehensive Android device management capabilities through ADB, including device management, app management, file operations, and system monitoring.

Halyard Knowledge Base MCP Server

Enables to search and retrieve chunks from a fictional library's documentation through three tools (kb_search, kb_fetch, kb_sources), allowing LLMs to perform RAG queries via the Model Context Protocol.

Google Analytics MCP Server

用于通过工具和资源访问分析数据的 Google Analytics MCP 服务器

memgrep

Enables AI agents to search and retrieve past chat transcripts from Cursor, Claude Code, and Kiro, providing a global, local memory for context-aware assistance.

EvolvMem

A fully-local, three-layer memory plugin for Claude Code with Chinese support, offering hybrid FTS5/trigram and HNSW vector search, self-iterating memory management, consolidation, and a web console.

OmniMind

OmniMind：一个即插即用的 Python 库，由 Google Gemini 提供支持，可轻松实现 MCP 服务器集成。

Conselho Nacional de Justiça SEEU: Processos

MCP server for read-only consultation of Brazilian National Council of Justice SEEU court proceedings from official sources, using prepaid credit.

primer

An MCP server that provides an open, local-first record of a child's learning, enabling an AI tutor to read, teach from, and update the child's knowledge, interests, and progress.

Godot MCP

Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools for project scaffolding, scene manipulation, and engine interaction. It supports full game development workflows including node editing, script attachment, and project execution with debugging capabilities.

mui-mcp-cloudflare

Provides AI assistants with 6 tools to access Material UI component documentation, enabling consistent and well-designed React application development.

MCP Command Server

镜子 (jìng zi)

Geneva Forecasting MCP

Geneva MCP brings production-grade forecasting directly into AI assistants and coding agents. Connect any MCP-compatible client to the Geneva Forecasting Engine and run rigorous time series forecasts through natural conversation.

mcp-jira-python

MCP server for JIRA integration enabling issue management, search, comments, and linking via natural language.

MCP Research Pipeline

A stage-gated MCP server for processing academic papers, enabling sequential extraction of paper sections, methodology, results, and report generation through a controlled workflow with enforced tool visibility across stages.

MySQL Database Access MCP Server

镜子 (jìng zi)

Beachmap MCP Server

Enables querying a curated database of 478 European beaches with filters such as country, sand type, Blue Flag status, sea temperature, and best months for swimming.

BlenderMCP

Connects Blender to local LLMs through MCP, enabling AI-assisted 3D modeling, scene creation, and manipulation.

amesim-mcp

MCP server that exposes Siemens Simcenter Amesim's Circuit API as tools, enabling circuit creation, wiring, parameter setting, simulation, and result retrieval via natural language.

Jira AI Tool Server

A plugin-oriented Jira capability kernel for AI models, providing 24+ tools for Jira operations including issue search, comments, transitions, and project analysis via a dispatcher and HTTP service.

mcp-proofjson

A local MCP server that integrates ProofJSON to assess invoices before payment, providing allow/review/block decisions with confidence scores and verification capabilities.

ce-mcp

MCP server for Cheat Engine 7.6 that enables AI agents to perform memory scanning, reading/writing, process manipulation, debugging, and code injection via a Lua named pipe bridge.

Comet ML MCP Server

Enables interaction with Comet ML's experiment tracking platform through the Model Context Protocol, providing tools for experiment management, project organization, and advanced search.

cuporacle-mcp

MCP server for FIFA World Cup 2026 data including fixtures, live scores, odds, and knockout bracket, plus a tool (wc_edge) that autonomously pays for premium data via Injective's x402 protocol.

Intercom Articles MCP Server

An MCP server that enables full CRUD operations for Intercom Help Center articles, including support for multilingual content and state management. It allows users to list, retrieve, create, and update articles through natural language commands in MCP-compatible clients.