发现优秀的 MCP 服务器

zotero-mcp

MCP server that lets AI assistants search, create, organize, and cite from a Zotero library.

LaminateAnalyzerMCP

Computes neutral surface, ABD stiffness, and evaluation metrics for laminated composites, allowing LLM agents to perform deterministic laminate analysis without direct calculation.

google-slides-mcp

Enables low-level interaction with Google Slides API, including template reuse, element bounding box editing, slide rendering, and batch updates for automated slide deck creation.

MCP-KiCad

An MCP server that enables language models to design real KiCad electronic schematics from plain-language descriptions, placing parts, wiring nets, and running KiCad's electrical rules check to produce editable .kicad_sch files.

TrainerML

Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.

MCP Command Proxy

一个代理服务器，它使 AI 助手能够通过模型上下文协议 (MCP) 运行和与 Expo 等命令行应用程序交互，捕获日志并允许转发按键操作。

Nextcloud MCP Server

Enables LLMs to interact with Nextcloud instances through 30 tools across Notes, Calendar, Contacts, Tables, and WebDAV file operations, featuring a powerful unified search system for finding files without exact paths.

ai-context-inspector

Scans projects to discover all AI configuration files, MCP servers, agents, and memories across 19 tools, enabling export and import of the entire AI ecosystem.

Tavily Search MCP Server

镜子 (jìng zi)

mcp-acp-bridge

An ACP server that fronts an MCP-speaking coding agent, intercepting tool calls to request permission from a client before allowing them.

Drizz Voice Generator

Enables text-to-speech audio generation using ElevenLabs voices directly from Claude conversations, supporting single and batch conversion, voice listing, and voice ID lookup.

planning-task-mcp

Full autonomous project management MCP server enabling AI assistants to manage projects, sprints, tasks, bugs, proposals, and team collaboration via natural language.

cro_df_cadastro

MCP server for querying official dental council registration records in the Federal District of Brazil (Conselho Regional de Odontologia DF), offering a single read-only tool via prepaid credits.

BATON

Connect any AI session to any other across models, machines, and people with one code. Enables relay, handoff, and verification of session contexts.

memser

Provides MCP agents with persistent memory operations (store, recall, forget, consolidate, list) backed by Redis, Postgres, and pgvector, including semantic search and background consolidation.

agentkit-mesh

Enables agent-to-agent discovery and delegation via MCP, with tools for registering agents, discovering them by keyword matching, and delegating tasks over HTTP.

shopify-mcp

An MCP server boilerplate for Shopify apps that handles OAuth authentication, allowing merchants to log in through Shopify instead of copy-pasting a token.

mcp-conceptnet

Enables querying ConceptNet, a multilingual semantic network, for word relations and semantic relatedness scores.

Japan Logistics MCP

Enables AI agents to ship parcels in Japan via Yamato, Sagawa, Japan Post, and other carriers, including rate estimation, label creation, tracking, and voiding through the Ship&co API.

ImHex MCP Integration

Enables AI assistants to perform autonomous binary analysis, malware inspection, firmware analysis, and reverse engineering workflows through a production-ready Python MCP server connected to the ImHex hex editor.

ibapi-mcp-server

This project creates a middleware server that connects to Interactive Brokers Gateway and exposes its functionality through the FastMCP framework. This allows LLMs like Claude to interact with your IB account, retrieve portfolio information, and potentially execute trades.

arduino-mcp-server

Enables AI assistants to compile, upload, and monitor Arduino boards via natural language, with electrical safety checks and dependency management.

SnapBack MCP Server

Enables AI-powered code safety analysis including risk detection, secret scanning, dependency checking, and code snapshot management. Works offline for basic features with optional cloud integration for advanced ML analysis and team collaboration.

uplers-mcp

Enables searching and analyzing Uplers talent board opportunities with market insights, as well as tracking applications and shortlists locally; optionally with authenticated access, it can manage a user's Uplers account, profile, and job applications.

Kalshi Multi-Agent Research MCP Server

Exposes Kalshi prediction market data as tools for Claude, enabling multi-agent research pipelines that analyze markets and produce confidence-rated trade signals.

shopify-mcp

A Shopify MCP server enabling interaction with store data via GraphQL API, with enhanced order management fields for financial status, fulfillment status, and line item details.

Veritas

An AI-powered data investigation workspace for Product Managers, combining structured investigation workflows with a collectively maintained three-tier data catalog.

local-tax-mcp

Korean local tax MCP server providing access to local tax laws, precedents, interpretations, reduction ordinances, and operational rules for legal research and citation verification.

tradinview-mcp

A TradingView-style market research and charting MCP server that provides tools for market data, indicators, watchlists, and local HTML chart rendering without scraping TradingView.

festo-codesys-mcp

An MCP server that turns AI assistants into competent Festo/CODESYS PLC engineers by grounding them in curated, manufacturer-accurate knowledge and forcing every artifact through a machine-checked validation pipeline for CODESYS import.