发现优秀的 MCP 服务器

Model Council

An MCP server that seats multiple LLMs as a council, letting your assistant query them in parallel or in sequence, relay answers for cross-critique, and merge conclusions within one conversation.

Laugh Tale

MCP server that checks for the presence of other Grand Line stack tools and reveals a fun surprise when all are installed.

io.github.xfloukiex-lab/road-poneglyph

Enables reviewing plans for unstated assumptions, risks, and blind spots through a structured pre-mortem analysis.

AWS Resources MCP Server

一个模型上下文协议服务器，使 Claude 能够使用 boto3 执行 Python 代码，从而直接从对话中查询和管理 AWS 资源。

korea-invoice-mcp

Enables AI agents to issue, query, and transmit Korean electronic tax invoices (전자세금계산서) via POPBiLL/Linkhub, including VAT computation and NTS reporting.

自媒体文案助手 MCP Server

提供热点获取、图片分析和成品文案生成等MCP工具，帮助AI Agent直接生成小红书、抖音等平台的可复制粘贴文案。

MemoryMesh

A universal, local-first MCP hub that indexes personal files (documents, code, etc.) and provides private semantic search via hybrid dense+BM25 retrieval, enabling agents like Claude Desktop to query your data without sending it to the cloud.

Dameng Database MCP Server

Enables interaction with Dameng databases through natural language or direct SQL operations. Provides a web interface for listing tables, executing queries, and viewing table structures with MCP protocol support for AI model integration.

Blogger Agent MCP

Enables automated multi-agent content generation, trend analysis, and travel route planning with live web search, Google Maps integration, and publishing to Google Docs and Gmail.

CarbonLot

An MCP-native compliance agent for the EU's Carbon Border Adjustment Mechanism (CBAM), enabling natural-language queries to validate shipments, calculate embedded emissions, and generate CBAM declarations.

planner-mcp

MCP server for Microsoft Planner Premium offering read-only access to Planner data through a secure browser automation worker, with fail-closed configuration and mock mode for safe testing.

LogicMCP Server

Enables traceable requirement discovery, technical alignment, and ISO-aligned process checking through deterministic MCP tools and resources, without requiring an embedded LLM.

localcore-gateway

A local reimplementation of the AWS Bedrock AgentCore Gateway with a pluggable Lambda backend for developing and testing agent-integrations offline.

AMOCA Solana MCP Server

一个模型上下文协议服务器，使人工智能模型能够与 Solana 区块链交互，提供 RPC 方法、钱包管理、DeFi 交易功能以及 Helius API 集成，以增强 Solana 开发。

Super Fireberry MCP

A production-grade MCP server for Fireberry CRM that enables LLMs to query, create, update, and delete CRM records using natural language.

zKettle

Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agent-to-agent coordination

io.github.zw008/vmware-log-insight

Read-only MCP server for searching and aggregating logs from VMware Aria Operations for Logs (formerly vRealize Log Insight). Enables querying log events, aggregating with spike detection, and retrieving alert information.

hello-world-mcp

A minimal MCP server that provides a single 'hello' tool returning 'Hello, world!'.

dibs

Coordination for parallel coding agents: TTL file claims stored in the git common dir (visible across all worktrees), enforcement hooks that block colliding edits, agent presence, handoff notes, and a git-committed lessons knowledge base with BM25 search. Single static Go binary — no server, no database.

@hanoak/unsplash-mcp-server

Production-ready Model Context Protocol (MCP) server for the Unsplash API — search photos, fetch details, and stay compliant with Unsplash attribution & download-tracking guidelines. Unofficial; not affiliated with or endorsed by Unsplash.

🪄 ImageSorcery MCP

🪄 ImageSorcery MCP

KnowledgeGraph MCP Server

Provides LLMs with persistent memory across conversations using a knowledge graph that stores entities, relationships, and observations with support for PostgreSQL or SQLite backends.

Knowledge Graph Memory Server

使用本地知识图谱实现的持久性记忆，可以让 Claude 记住用户在不同对话中的信息。

THE_Studio5000_AI_Assistant_V35

Converts natural language specifications into working ladder logic and complete Studio 5000 projects, enabling AI-powered PLC programming with L5X and .ACD file generation, semantic search, and documentation access.

bbox-mcp-server

The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Or just make a bounding box :) Every response includes a verification link to vibhorsingh.com/boundingbox so you can visually confirm results on an interactive map.

Malt MCP Server

Enables Claude (or any MCP client) to read and update your Malt.fr freelance profile, stats, and missions, using browser automation and internal REST API.

MCProbe

A stdio MCP server that audits other MCP servers over the live protocol. It connects to any MCP target (stdio or HTTP), lints every tool's schema for agent-usability, then actually calls the tools with deliberately broken inputs to see how the server handles them, and returns a 0–100 conformance score with a per-dimension breakdown rendered as Markdown.

LND MCP Server

连接闪电网络节点，并支持使用自然语言查询通道信息，通过模型上下文协议提供人类可读的回复和结构化的 JSON 数据。

Peggle AI MCP Server

Enables AI models to play the game Peggle by capturing the primary monitor's screen and simulating mouse clicks. It provides tools for visual analysis and coordinate-based interaction to automate gameplay.