发现优秀的 MCP 服务器

Google Workspace MCP Server

Google Workspace MCP Server

Social MCP Server

Enables AI assistants to network on behalf of users, handling profile management, intent-based matching, and secure messaging through the Model Context Protocol.

GeneChat MCP Server

A local-first MCP server that annotates whole-genome VCF files and lets you query pharmacogenomics, disease risk, and carrier status through natural language.

mcp-datahub

An MCP server and Go library that connects AI assistants to DataHub metadata catalogs, enabling dataset search, schema exploration, lineage tracing, and glossary access.

meetup-mcp-server

An MCP server for automating Meetup event tracking with an AI agent. It equips the agent with tools to browse Meetup.com, detect new events since the last known record, and return structured event data.

Jira MCP Server

Manages Atlassian Jira Cloud projects, issues, sprints, boards, worklogs, comments, and workflow transitions from MCP-compatible clients.

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.

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.

AWS Security Remediation MCP Server

Provides automated security incident remediation tools for AWS, enabling real-time threat response by quarantining malicious S3 objects, restricting IAM access, and updating security groups.

Planning MCP Server

Provides comprehensive Australian planning property reports, including zoning, overlays, land size, and utility information for AI assistants. This high-performance MCP server is built for Cloudflare Workers and enables real-time property data retrieval through an HTTP-based interface.

Firestore Advanced MCP

一个模型上下文协议服务器，使像 Claude 这样的大型语言模型能够与 Firebase Firestore 数据库进行全面的交互，支持完整的 CRUD 操作、复杂的查询以及诸如事务和 TTL 管理等高级功能。

nano-banana-mcp

Enables AI image generation and editing using Google's Gemini models via natural language, supporting multi-turn editing, search grounding, storyboards, icon sets, and video-to-image.

simple-ai-provenance

An MCP server that tracks AI prompts in Claude Code and automatically annotates git commits with the history of what was asked. It provides tools to query session summaries, retrieve uncommitted work, and manage AI provenance directly within Claude.

Salesforce MCP

Salesforce MCP

wyt-mcp

Game master MCP server for a time-loop dungeon RPG, managing game state, dice rolls, and narrative for a wizard-trapped town.

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.

ApexVol MCP Server

Provides natural language access to ApexVol's options analytics platform, enabling queries on options chains, volatility metrics, Greeks, flow analysis, and strategy building via Claude Code or Claude Desktop.

FastMCP Server

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

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.

Prism MCP

Production-ready MCP server with session memory, Brave Search, Vertex AI Discovery Engine, Google Gemini analysis, and sandboxed code-mode transforms.

mcp-imap-server

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

mcp-retrieve

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

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.

knowmind

Das Agentengehirn und Langzeitgedächtnis aus Deutschland.

HueMCP

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

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.

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.