发现优秀的 MCP 服务器

tossinvest-openapi-mcp

MCP server for exploring and integrating Toss Securities Open API, providing tools to browse endpoints, schemas, and generate code samples.

spreadsheet-qa-kit MCP server

Enables querying your spreadsheet using natural language questions; provides read-only tools for schema, sample data, and structured query execution with auditable computation traces.

ldraw-mcp

Renders LEGO LDraw model files (.ldr, .mpd, .dat) to high-quality images using headless Blender, enabling MCP clients to visually inspect LEGO builds.

Dados Cadastrais PF (Argentina)

Consulta dados cadastrais de pessoas físicas na Argentina a partir do DNI, com uma única ferramenta de leitura.

web-crawler-mcp

A minimal MCP server that crawls web pages using crawl4ai and returns content as markdown, deployable to Cloud Run.

pycodemath

Provides a token-efficient exact math engine for AI agents, enabling computation of derivatives, integrals, equations, and optimized Python/NumPy code via a single MCP tool.

FactorGuide

Accepts a coupling matrix (covariance, correlation, or precision) and returns zone classifications, optimal factorization strategy, and calibrated risk predictions. Answers: which variable dependencies are load-bearing and which can be safely ignored?

Academic Research MCP Suite

Automates the full academic research pipeline from refining research questions to generating publication-ready reports, integrating with major AI clients.

GridProof

Audits spacing, gaps, and element sizes in AI-generated UIs and returns fix hints the agent applies. Tailwind-first, with accessibility fallback.

dns-whois-mcp

FastMCP server for DNS lookups and WHOIS domain research. It supports multiple record types and comprehensive domain investigation including parallel lookups and reverse IP resolution.

MCP Wyze Server

Enables control and monitoring of Wyze smart home devices through AI assistants. Supports device discovery, control (on/off, brightness, color), group management, and health tracking for scales with real-time status monitoring.

@byterover/umami-mcp

A read-only MCP server for Umami analytics, enabling natural language queries of website stats, traffic trends, events, sessions, and analytics reports.

LLM Wiki MCP Server

An MCP server that provides AI assistants with long-term semantic memory using a Markdown-based knowledge base with hybrid search (vector + FTS5) and syntax-aware chunking. It supports idempotent ingestion, project isolation, and integrity linting.

drawio-mcp

A Model Context Protocol server for creating and managing draw.io diagrams with batch operations and rich node types.

hetzner-mcp-server

MCP server for the Hetzner Cloud API. Manage servers, networks, volumes, firewalls, load balancers, and more through the Model Context Protocol.

ai-school-mcp

Enables MCP clients to search and read the free AI School curriculum, including 550+ tracks on AI engineering, governance, security, and applied AI by profession.

mcp_music_server

MCP server that enables LLMs to search, play, and manage music from multiple platforms (NetEase, QQ, Kugou) and local files, with lyrics retrieval and playback control.

Skillsmith

An agent skill discovery, recommendation, and management system for MCP-compatible AI tools, enabling search, install, validate, and compare skills from GitHub.

ARCXS Protocol MCP Server

Universal agent registry, discovery, and cross-protocol messaging for any MCP-compatible AI agent, enabling registration, discovery, and message translation across six protocols.

MCP Server for Running E2E Tests

端到端 MCP 服务器，用于自动化验证您的人工智能生成的代码。 (Duān dào duān MCP fúwùqì, yòng yú zìdònghuà yànzhèng nín de réngōng zhìnéng shēngchéng de dàimǎ.)

Zendesk MCP Server

Enables comprehensive management of Zendesk tickets, comments, and Help Center articles through tools for searching, creating, and updating content. It includes specialized prompts for ticket analysis and response drafting to streamline support workflows.

MCP Server Basic Example

A simple implementation of a Model Context Protocol server that demonstrates core functionality including mathematical tools (add, subtract) and personalized greeting resources.

edstem-mcp

MCP server for Ed Discussion that enables viewing profile, courses, lessons, threads, and submitting slide answers via natural language.

lab-equipment-mcp

An MCP server for controlling lab instruments (oscilloscopes, signal generators, etc.) via standardized interfaces like USBTMC, RS-232, and LAN.

PostHog MCP

Enables interaction with PostHog's product analytics platform through natural language, allowing users to manage feature flags, view errors, and access other platform features.

memgw

Provides shared long-term memory for AI coding agents via MCP, allowing tools like Claude Code and Codex to store and retrieve distilled facts, notes, and conversation history to persist context across sessions.

memotrust

Verified memory for AI agents — agents propose memories that are quarantined until verified against evidence, and recall() returns only trusted, fresh, and in-scope facts, preventing poisoned or hallucinated data from spreading.

kDrive Connector

MCP server for Infomaniak kDrive that enables natural, path-based read/write access to files. It supports browsing, searching, reading, uploading, renaming, moving, overwriting, and trashing items, with safety features like operation tokens and expiring private links.