发现优秀的 MCP 服务器

SAP MCP Server

Enables AI clients to query live data from SAP HANA and SQL databases through read-only SELECT queries with CSV-formatted results.

gdb-mcp

Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoints, stepping, variable inspection, and function calls.

SEFAZ MS: Certidão Negativa de Débitos MCP

Consulta certidões negativas de débitos da SEFAZ MS em fonte oficial, via ferramenta de leitura. Funciona com qualquer cliente MCP suportando MCP over HTTP.

awesome-medical-mcp-server

A collection of MCP servers providing medical calculation tools (eGFR, pregnancy due dates, pediatric asthma score, strep McIsaac) for AI assistants, with support for Chinese medical terminology and detailed clinical explanations.

alphacouncil-agent

A Codex/Claude Code plugin that spawns multiple analyst agents to research stocks, runs a bull vs bear debate, and produces a portfolio-manager verdict (Buy/Hold/Sell) with sourced evidence.

MCP_Projects

A model context protocol server example collection that demonstrates tool integration, stdio and HTTP transports, and LangChain adapters for building AI-powered applications.

DotNet MCP Server Demo

A demonstration .NET 8 Web API that implements the Model Context Protocol with basic authentication. Provides sample tools for time retrieval, echo functionality, and basic arithmetic calculations through RESTful endpoints.

web-summaries-mcp

Fetches YouTube transcripts and enables semantic search within them using local embeddings, allowing an LLM to retrieve relevant passages with timestamps.

andish-mcp

Enables MCP-compatible clients to search and query a team knowledge graph, retrieve document context, upload files for indexing, explore entities and connections, and monitor workspace usage and server health.

MCP Server

MCP 服务器 (MCP fúwùqì)

Loop Page Viewer

Enables users to view and edit Microsoft Loop pages as interactive markdown widgets directly within the chat interface. It supports inline rendering and provides tools for requesting page updates through a host's Loop MCP server.

Shopify MCP Server

Provides full access to the Shopify Admin GraphQL API through 75 tools for managing products, orders, customers, inventory, and analytics. It supports both static token and OAuth authentication while featuring cost-aware rate limiting for efficient store management.

Orchestrator MCP Server

Coordinates up to 64 parallel expert agents for complex multi-agent orchestration and intelligent task routing within Claude Code. It enables users to analyze requests, manage hierarchical execution plans, and monitor active orchestration sessions.

mcp-openfoodfacts

Enables querying Open Food Facts product database by barcode, full-text search, category, brand, or country.

GDScript Code Analyzer

Enables AI assistants to analyze GDScript code structure, extract symbols, functions, and dependencies without reading entire files. Supports efficient navigation and understanding of Godot game engine codebases through tree-sitter parsing.

proton-mail-mcp

An MCP server that reads, searches, organizes, and deletes Proton Mail through the local Proton Mail Bridge, with read-only mode and sender authentication checks. It cannot send mail.

safe-agent-mcp

Enables any MCP client to execute DeepSeek Harness agents and shell commands through standard MCP tools, bridging multi-agent capabilities with sandboxed execution.

Swarmtrade

a2a escrow and trading

mcp-swedish-weather

Provides access to current weather conditions and hourly forecasts for any location in Sweden using the SMHI Open Data API. It supports built-in city lists, coordinate inputs, and geocoding fallback to deliver detailed meteorological data without requiring authentication.

Worksection MCP Server

Enables AI assistants to interact with the Worksection project management platform to manage projects, tasks, comments, and members through natural language. It provides a comprehensive suite of tools for task execution and project oversight while automatically handling API rate limits.

Titan AI Business Analytics Copilot

MCP server that routes natural language queries to backend analytics tools (Sales, Finance, Customer, Service) using Google Gemini's function calling.

MCP Context Forge Gateway

A feature-rich Model Context Protocol gateway that federates MCP and REST services, unifying discovery, authentication, and transport protocols while providing virtualization of legacy APIs as MCP-compliant tools.

CodeInspectus

Local-first, zero-egress security scanner for AI-generated / "vibe-coded" JS/TS. Bundles Opengrep, Gitleaks & Trivy behind one CWE-keyed schema and adds AI-code-specific checks (client-side secret exposure, Supabase RLS, prompt-injection & LLM-output XSS sinks). No account, no telemetry.

mcp-opencages

Enables forward and reverse geocoding using the OpenCage API, allowing conversion between addresses and coordinates.

Watsonx Visualization MCP Server

Provides automated data visualization and analysis tools that intelligently select from over 40 chart types based on data structure and patterns. It enables users to generate statistical insights, interactive dashboards, and professional reports in HTML, PNG, and Word formats.

TickTick/Dida365 MCP Server

A Model Context Protocol server that enables AI assistants to interact with TickTick/Dida365 task management API, supporting operations like creating, reading, updating, and deleting tasks and projects.

OpenCode Voice MCP Server

Enables voice input for AI coding assistants by recording audio, transcribing it locally with Whisper, and optionally typing the text at the cursor position. Supports multiple languages and works with MCP-compatible tools like OpenCode, Claude Code, and Cursor.

humantext-mcp-server

AI text detection and humanization for Claude Code, Cursor, and Windsurf. Check if text sounds AI-generated, improve it to read naturally, and verify results — all without leaving your editor.

Formswrite MCP

Enables LLMs to convert documents to Google Forms, edit questions, list and publish forms, and run AI form assistant tools through the Formswrite API.

Arachne Discord MCP

Multi-tenant Discord MCP server that lets multiple AI entities share one bot, each with unique identity and permissions.