发现优秀的 MCP 服务器

slack-mcp

Enables AI assistants to interact with Slack workspaces, providing tools for reading messages, posting content, managing channels, and more.

Serverless VPC Access MCP Server

An auto-generated MCP server for Google's Serverless VPC Access API, enabling communication with Google Cloud VPC networks through natural language interactions.

ThreadMine MCP Server

Enables analysis of JVM thread dumps to detect deadlocks, CPU spikes, pool exhaustion, and virtual thread pinning, returning a health score and interactive report link.

mikrotik-mcp

Turns a MikroTik router into 310 MCP tools for AI-driven configuration over SSH, covering firewall, routing, VPN, and more.

Hybris MCP Server

Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to manage products, orders, and system configurations. It supports advanced operations like FlexibleSearch queries, Groovy script execution, and ImpEx data management.

clipboard-image

Enables Claude Code to paste images from the system clipboard for instant analysis and processing.

Store Screenshot Generator MCP

Generates beautiful App Store and Play Store screenshots by inserting app images into iPhone/iPad mockup frames with customizable text overlays and gradient backgrounds. Supports multiple device types and batch generation with both free and pro subscription tiers.

sysprobe-mcp

Token-efficient MCP server for Linux system diagnostics and desktop/hardware control, providing compact JSON output with hard size limits and a safety model that requires explicit flags for mutating actions.

MCP

Exposes local Python tools via a persistent Streamable HTTP endpoint, allowing an OpenAI Agents SDK notebook to discover and invoke them while using Groq for reasoning and tool selection.

Nura MCP Policy Interceptor

A governance and policy enforcement gateway for MCP servers that provides hard guardrails, dynamic parameter bounds, human-in-the-loop approvals, and audit telemetry.

Trabalho Forçado (Lista Suja)

Checks if an employer is on Brazil's forced labor list ('Lista Suja') using CPF or CNPJ. This read-only MCP server works over HTTP with any MCP client.

fintaro-mcp

Enables MCP-capable agents to read Fintaro invoices and transactions, and upload receipts, via a scoped API key with PII-safe projections.

Jina AI Remote MCP Server

Provides access to Jina AI's suite of tools including web search, URL reading, image search, embeddings, and reranking capabilities. Enables users to extract web content as markdown, search academic papers, capture screenshots, and perform semantic operations through natural language.

Cakemail API MCP Server

Enables AI assistants to browse, inspect, and call the Cakemail API via dynamically loaded OpenAPI spec.

Supabase MCP HTTP Stream Server

Docker-deployable server that enables interaction with Supabase databases via HTTP streaming, allowing n8n workflows, AI agents, and automation tools to execute SQL queries, manage database migrations, deploy edge functions, and search documentation.

nuclei_mcp

Enables Claude Desktop to run real vulnerability scans using Nuclei through natural language commands.

headroom

MCP server that provides real-time rate-limit and context budget awareness to Claude Code, enabling it to plan tasks that fit within its constraints and defer work when needed.

mcp-role-server

A role-based access control MCP server template with authentication, role-based tool exposure, and rate limiting, enabling secure tool management for AI assistants.

Ensembl MCP Server

Provides access to the Ensembl genomics REST API with 30+ tools for genomic data including gene lookup, sequence retrieval, genetic variants, cross-species homology, phenotypes, and regulatory features.

Figma Universal MCP Server

Enables interaction with Figma tools and services through a standardized MCP interface.

mcp-redis-monitor

FastMCP server with read-only tools to monitor Redis — queue depths, Celery queue status, connected clients, server/memory info, and per-database key counts

Mnemoforge

Provides operational continuity for AI coding agents, preserving task state, decisions, checkpoints, and project context across sessions and model switches via MCP.

Attio MCP Server

Provides tools to interact with the Attio API, enabling management of resources in an Attio workspace.

Datum

Enables natural-language querying of SQLite databases through a governed semantic layer, with citations and typed abstention for PII or uncertified data.

Paperboy

Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can send documents to their Kindle directly from Claude or any MCP client.

swiss-geodata-mcp

MCP server that connects AI models to Swiss federal geodata, offering tools for spatial queries like layer discovery, coordinate identification, building zones, and terrain heights.

Code Executor MCP Server

Provides sandboxed code execution for AI agents with support for Python, JavaScript, and shell commands. Includes comprehensive safety features like destructive pattern blocking, timeout protection, and restricted file access for secure production use.

wemp-operator-mcp

Enables to operate a WeChat Official Account via MCP tools, including searching and executing API workflows and uploading files.

model-advisor-mcp

Helps LLMs choose the best AI model for each coding agent by fetching real-time data from OpenCode subscriptions and matching with benchmarks and reasoning capabilities from OpenRouter.

weixin-devtools-mcp

Enables automated testing of WeChat mini-programs via Model Context Protocol, providing tools for connecting to WeChat Developer Tools, querying and interacting with page elements, making assertions, navigating, and debugging.