发现优秀的 MCP 服务器

Brainbase MCP Server

Provides 70 tools to interact with the Brainbase API, enabling management of workers, chat/voice deployments, flows, resources, and more via natural language.

MCP Screenshot Server

Enables capturing screenshots and annotating images with boxes, arrows, text, highlights, and other shapes, plus editing features like blur, crop, and resize with flexible export options.

GovToolsPro

GovToolsPro MCP Server — an MCP server that gives Claude and other AI clients workflow tools for US federal contractors: go/no-go scoring, incumbent intelligence (USAspending + FPDS), teaming-partner search, recompete prediction, Navy NECO lookup, and SAM.gov solicitation retrieval. It returns synthesized decisions rather than raw data, so contractors and capture teams can triage opportunities d

Semantic Scholar MCP Server

Enables searching and retrieving academic papers, authors, citations, and recommendations from Semantic Scholar via MCP.

Exasol MCP Server with Governed SQL option

Provides LLM access to Exasol database via MCP tools, including metadata reading and data queries, with an optional on-premise text-to-SQL (Governed SQL) translation.

MCP Containers

数百个 MCP 服务器的容器化版本 📡 🧠

Counsel MCP Server

Connects AI agents to the Counsel API for strategic reasoning and multi-perspective analysis through debate-style consultations. Enables complex decision-making by analyzing questions from multiple stakeholder perspectives with varying depths of analysis.

aigroup-video-mcp

A MCP server for video multimodal understanding based on Alibaba Cloud DashScope, enabling video content analysis, summarization, scene recognition, and custom analysis.

Health4AI

Apple HealthKit → PostgreSQL sync + MCP server for Claude Code, Cursor, and Ollama. Open-source iOS app with reliable background sync (HKObserverQuery). 11 tools covering health summary, sleep, HRV trends, workouts, daily snapshots, metric stats, period comparison, and coaching briefs. Supports Supabase, Neon, and self-hosted Postgres. Privacy-first: your data goes to your own database.

nMEMORY

Hermetic memory for AI agents — one Rust binary, one SQLite file, zero network. Recall returns evidence with provenance or abstains: no code path for making things up.

jira-mcp-server

A read-only MCP server that provides AI agents structured access to Jira Cloud, enabling project listing, sprint overview, issue retrieval, and JQL search.

Dynamics 365 MCP Server 🚀

Microsoft Dynamics 365 的 MCP 服务器 (Microsoft Dynamics 365 de MCP fúwùqì) Alternatively, depending on the context, you might also see: Microsoft Dynamics 365 的 MCP 服务器 (MCP 服务器通常指消息处理组件) (Microsoft Dynamics 365 de MCP fúwùqì (MCP fúwùqì tōngcháng zhǐ xiāoxī chǔlǐ zǔjiàn)) This second option adds a clarification that "MCP server" often refers to a message processing component. Choose the translation that best fits the specific situation.

semaphore-mcp-server

Enables AI assistants to interact with Semaphore UI for managing Ansible, Terraform, and other automation workflows through project, task, template, and inventory management.

Scalene-MCP

A FastMCP server that provides LLMs with structured access to Scalene's CPU, GPU, and memory profiling for Python applications. It enables automated performance analysis, bottleneck identification, and optimization suggestions through natural language interactions in supported IDEs.

MySQL MCP Server

Enables AI agents to interact with a MySQL database using natural language, automating SQL tasks like querying, inserting, updating, and deleting data.

MCP Research Server

A Model Context Protocol server that provides tools for searching arXiv papers and managing research paper information with local storage capabilities.

@21st-dev/magic

An MCP server that enables generating modern UI components from natural language descriptions, integrating with Cursor, Windsurf, and VSCode.

QEMU Screenshot MCP Server

Enables AI agents to capture high-quality screenshots from running QEMU virtual machines using the QEMU Machine Protocol (QMP), automatically discovering VMs and returning screenshots as PNG images.

Cloudways MCP Server

Enables AI assistants to manage Cloudways infrastructure, including servers, applications, monitoring, and security via the Cloudways API.

mcp-impo

MCP server for accessing Uruguay's IMPO open data API with SQLite caching. Provides tools to retrieve legal norms, search regulations, and access schema documentation from Uruguay's official legal database.

AtlasOS

Enables AI assistants to orchestrate multi-step workflows by converting natural language into executable plans, coordinating tools, agents, and services via the Model Context Protocol.

Futarchy MCP Server

A server implementation that enables interaction with the Futarchy protocol on Solana, allowing users to manage DAOs and proposals through both API endpoints and Cursor's chat interface.

M5 Petit Memory

An MCP server that gives Claude-based agents persistent long-term memory with semantic search, BM25 hybrid reranking, associative recall, episode grouping, and sleep consolidation.

Salesforce Metadata-Aware RAG MCP

Enables AI copilots to understand and query Salesforce org configurations through intelligent metadata chunking and semantic search. Provides access to Apex classes, custom objects, flows, layouts, and other metadata with hybrid vector and keyword search capabilities.

workos-mcp

This MCP server allows agents to interact with the WorkOS API.

MoziChem-Hub MCP Server

A modular Python toolkit exposing chemical engineering calculations (thermodynamics, flash equilibria, property databases) as MCP servers for AI and application integration.

tradingview-mcp

Enables MCP clients to control a local TradingView Desktop instance, providing tools to read chart state, change symbols and timeframes, and fetch OHLCV data.

lore

Living typed knowledge graph for software projects, exposed over MCP so coding assistants can capture and query modules, capabilities, flows, events, rules and decisions across sessions. SQLite-backed, schema-validated, ships as a Claude Code plugin.

Solid Multi-Tenant DevOps MCP Server

Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through natural language conversation. Monitor thousands of tenant instances, track AI agent performance, handle errors, manage billing, and provision new tenants directly through Claude Desktop.