发现优秀的 MCP 服务器

mcp-imap-server

Enables LLMs to read, search, and manage emails via IMAP with secure, read-only access to email accounts.

ArchiMate MCP Server

Enables LLMs to create, modify, and analyze ArchiMate architecture models using the ArchiMate 3.2 specification, supporting coArchi2 repositories and multiple export formats.

FastMCP Server

A high-performance personal Model Context Protocol (MCP) server built with the FastMCP Python framework.

InfluxDB-v1-MCP

InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifically designed for InfluxDB v1.x, enabling AI assistants to intelligently manage and query time-series databases.

Zotero MCP Server

这个服务器允许用户通过模型上下文协议与他们的 Zotero 文献库进行交互，提供使用自然语言查询来搜索条目、检索元数据和访问全文的工具。

Xident MCP

MCP servers for building and running Xident age and identity verification from AI agents. They provide documentation lookup, sandbox test verifications, webhook debugging, and a production runtime with OAuth 2.1 authorization.

HueMCP

Enables discovery and control of Philips Hue lighting devices via a local bridge using the CLIP v2 API, without any cloud dependency.

cities2-mcp

Local MCP server for Cities: Skylines II that provides a searchable wiki corpus, curated research reports, and in-game encyclopedia for answering gameplay and modding questions, plus tools for scaffolding, building, and packaging mod projects.

remote-mcp-fastapi

Exposes news search and top headlines via GNews API, plus simulated email tools for sending and retrieving emails.

MCP Data Analyzer

Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

meta-ads-mcp

Manage Facebook and Instagram ad campaigns directly from Claude Code, enabling performance viewing, budget adjustments, and campaign control without opening Ads Manager.

mcp-retrieve

An MCP server for indexing and searching local text files using late-interaction retrieval (ColBERT-style MaxSim), enabling token-level relevance matching.

obsidian-mcp-remote

A remote MCP server that enables read/write access to a self-hosted Obsidian vault, exposing tools for reading, writing, patching, listing, and searching vault content. It works without Obsidian running and uses Git as a rollback mechanism.

knowmind

Das Agentengehirn und Langzeitgedächtnis aus Deutschland.

MCP channel

A lightweight server that enables multi-agent orchestration by allowing agents to communicate through direct messages and named channels. It provides tools for agents to discover each other, create communication channels, and exchange messages via a central broker.

BharatPay MCP

Provides AI agents with Indian fintech utilities including IFSC bank lookups, PAN/GSTIN validation, mutual fund NAVs, UPI VPA identification, pincode lookups, and INR formatting, all with zero authentication and zero cost.

Bitpanda Developer API MCP Server

Enables interaction with the Bitpanda cryptocurrency exchange through their Developer API. Exposes Bitpanda trading and account management endpoints as MCP tools via a FastAPI wrapper.

Demo Server

A simple MCP server built with Python's FastMCP that exposes a calculator tool for addition operations and a dynamic greeting resource for personalized messages.

figwright

Open-source, bidirectional Figma agent for MCP clients — a free alternative to Figma's Dev Mode MCP. Reads designs with high-fidelity grounding and writes back to the canvas: frames, text, auto-layout, styles, variables, and components. 92 tools, no API token, no paid Figma seat.

token-rugcheck

MCP server for real-time Solana token risk analysis. Cross-references RugCheck.xyz, DexScreener, and GoPlus Security to generate three-layer reports: machine verdict → LLM analysis → raw on-chain evidence. Live on Solana mainnet with USDC micropayments ($0.02/audit). Give any AI agent the ability to check if a token is safe before trading.

qa-probe

Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.

maya-mcp-server

MCP server for interacting with Autodesk Maya sessions, enabling multi-session management, arbitrary Python execution, and streaming output capture.

Gel Database MCP Server

镜子 (jìng zi)

Agent Switchboard

A local MCP server that connects AI coding agents like Claude, Codex, and Gemini, enabling task routing, cross-model debates, and token-efficient context sharing without external APIs.

LightWorker

Local-first multi-agent delegation and approval control for Codex via MCP, with persistent task DAG, isolated worktrees, and a web console.

visualgen-mcp

An MCP server that enables Claude Code to generate images and short videos using Google's Gemini API (Imagen 4 for stills, Veo 3.1 for video). It integrates directly into development workflows, allowing AI assistants to create visual assets and reference them in code without context switching.

netherlands-invoice-mcp

Enables AI agents to send Dutch B2B electronic invoices (e-factuur) over the Peppol network using Storecove as the access point.

mcp-skills-registry

A monorepo MCP server that aggregates multiple sub-servers under a single HTTP endpoint, routing by path, and supports static skills registry with Cloudflare deployment.

standard-vocal-mcp

Voice Agent Factory for Vapi phone agents: vertical templates, self-testing agents, audio forensics, prompt versioning, CI regression gates.

tokenguard-mcp

MCP server providing 10 crypto/DeFi data tools (prices, gas, Fear & Greed, TVL, etc.) with no API keys required.