发现优秀的 MCP 服务器

beanie-mcp

An MCP server for querying Beancount ledgers using natural language, enabling financial analysis through Claude with tools for BQL queries and ledger validation.

ERP-lite MCP Server

MCP server that exposes ERP functionalities to AI agents, enabling read-only queries for sales orders and inventory, and human-in-the-loop purchase requisition creation and approval.

MCP (dot-do)

A framework that provides search, fetch, and do primitives to enable AI agents to orchestrate complex tasks via sandboxed TypeScript code execution. It optimizes performance and security by reducing multiple sequential tool calls into a single, efficient inference round-trip.

gemini-diagram-mcp

MCP server for generating diagrams, charts, and visualizations using Gemini image generation on Vertex AI. Supports auto-detection of diagram types, multiple style modes, and iterative refinement.

Tonle OpenProject MCP Server

Enables AI assistants to interact with OpenProject's API v3 for comprehensive project management operations including work packages, projects, time tracking, users, and all other OpenProject features through natural language.

family-health-mcp

MCP server that lets a hosted LLM securely read a local family health archive and deposit structured reports into an inbox, with a read-biased tool surface and strict path/token enforcement.

Office Document Processing MCP Server

Enables creation and editing of Word, Excel, and PowerPoint documents within MCP clients through AI assistants.

Trellis MCP Server

针对 TRELLIS (SOTA 文本到 3D/图像到 3D 模型) 的模型上下文协议 (MCP)

MCP Pickaxe Server

Connects AI assistants to the Pickaxe platform for managing AI agents, knowledge bases, users, and analytics through natural language, including chat history analysis, document management, and multi-studio operations.

spine-mcp

Local MCP server for automating Spine projects via the official CLI, enabling AI tools to inspect, export, import, and add animations to .spine files.

vmware-avi

VMware AVI Load Balancer (NSX Advanced Load Balancer) management plus AKO Kubernetes integration. 29 MCP tools across virtual services, pools, analytics, and AKO lifecycle, with double-confirmation gates and audit logging for destructive operations.

cutterMCP

针对 Cutter 的 MCP 服务器

APM Terminal Operations Intelligence

Enables querying and analysis of container terminal operations including vessel tracking, crane management, and productivity metrics through natural language interactions with a MySQL database.

dream-os

MCP server for Dream OS, enabling Claude to read, add, update, remove, and move desktop gadgets, capture ideas, and manage a transparent overlay through a set of 8 tools.

rtk-mcp

MCP proxy that filters oversized tool responses, downscaling screenshots and pruning accessibility snapshots to reduce token usage in LLM interactions.

Azure Functions MCP Server

An educational MCP server deployed as an Azure Function, exposing tools like addition, weather simulation, and temperature conversion for AI agents to invoke.

Confluence Mcp Server

这是一个使用 Confluence API 实现 MCP 服务器的示例。

VibeWatch

Monitors development commands and exposes terminal output to Claude in real-time, allowing AI assistants to see errors, logs, and stack traces without copy-pasting.

mcp-auto-browser

使用 `--remote-debugging-port` 连接到您浏览器的 MCP 服务器

chess

Enables MCP agents to play chess locally, supporting join, state, legal moves, and move execution with per-session color ownership.

Redshift MCP Server

Enables interacting with Amazon Redshift databases through SQL queries, schema exploration, and execution plan analysis.

RepoGraph-Honest MCP Server

An MCP server that validates generated code against project structure and installed dependencies, catching undefined symbols, wrong API calls, dead code, and type mismatches in real time. It provides tools for project indexing, symbol/API checking, sandboxed execution, file scanning, and code analysis.

yougile-mcp

MCP server that exposes YouGile projects, boards, columns, tasks, and task chat as tools for agents to watch and manage tasks.

manus-mcp-server

Enables Claude to generate images by wrapping the Manus API through a remote MCP server with OAuth authentication.

MCP Vector Memory

Provides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.

Control Plane OpenAPI MCP Server

Enables AI assistants to explore and interact with the Facets Control Plane API via natural language, supporting operations like searching endpoints, loading schemas, and making authenticated API calls.

Base MCP Server

An MCP server that provides onchain tools for Claude AI to interact with the Base blockchain and Coinbase API, enabling wallet operations, testnet ETH, balance checks, fund transfers, and smart contract deployment.

MCP Todo List

MCP server that exposes a TODO list API to AI assistants, enabling natural language management of tasks with create, read, update, and delete operations.

FlyonUI MCP Server

An AI-powered Tailwind builder that helps developers create, inspire, and refactor UI components directly within their IDE, supporting popular frameworks like React, Next.js, Vue, and Svelte.

hive-mcp-zk-attestation

Enables autonomous agents to emit zero-knowledge attestations of their internal state hash and DID, anchor commitments to Base, and verify proofs via Aleo snarkVM.