发现优秀的 MCP 服务器

scaleway-mcp

A comprehensive MCP server for the Scaleway cloud platform, enabling AI agents to inspect and manage cloud infrastructure through 155+ tools across compute, storage, networking, and platform services.

chemdraw-mcp

Enables generation of chemical structures, reactions, spectra, titration curves, 3D models, and more from natural language or SMILES, using RDKit for offline rendering and supporting formats like PNG, SVG, CDXML, and Anki decks.

German Law MCP

Provides LLM-friendly access to German federal legislation via the NeuRIS API, enabling tool-based retrieval of laws, norms, and statutory text.

Gmail MCP Server

A Model Context Protocol server that enables Claude to interact with Gmail through a secure OAuth2 connection, providing email management capabilities like listing, sending, deleting, and organizing emails.

CheckMCP

A vendor-neutral audit tool that evaluates MCP servers for security, quality, and context cost, producing an MCP Score with actionable insights.

MCP Android Agent

A Model Context Protocol server that enables AI agents to control and automate Android devices through natural language, supporting actions like app management, UI interactions, and device monitoring.

iot-mcp-bridge

Enables natural language control of ESP8266 and Raspberry Pi IoT devices via Claude Desktop using the MCP protocol.

Foliant

Self-hosted MCP server for D&D 5e rules reference, answering rule questions, providing character summaries, and assisting with character creation, based on imported sources with proper attribution.

data-baltimore

Access Baltimore open data (data.baltimorecity.gov) via ArcGIS REST API, enabling querying and retrieval of city datasets through natural language or direct tool calls.

Saiten MCP Server

Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.

ClinicalTrials.gov Intelligence MCP

Analyzes clinical trial site feasibility, enrollment velocity, eligibility criteria, and benchmark performance across ClinicalTrials.gov's registry via a structured MCP interface.

vectorise-mcp

Local MCP server that indexes folders of documents into a hybrid vector + keyword search index for Claude Desktop, with support for PDFs, Office files, and images via OCR.

sapo-mcp

Model Context Protocol server for Sapo.vn POS & e-commerce platform, providing 105 tools across 4 modes for managing orders, inventory, customers, and more.

CityJSON Specification MCP Server

Provides AI assistants with structured access to the CityJSON specification, enabling on-demand fetching of specific chapters.

Firefly III MCP Server

A Model Context Protocol server that provides programmatic access to Firefly III personal finance management. It enables AI assistants to manage accounts, transactions, budgets, and more through natural language.

sakenowa-mcp

Enables LLMs to search, profile, and compare Japanese sake using a flavor-space engine, including similarity recommendations and side-by-side comparisons.

Withings MCP Server

Enables access to Withings Health API data including body measurements, activity tracking, sleep analysis, workouts, and heart rate monitoring through OAuth2 authentication.

claude-memory-mcp

Provides persistent local memory for AI assistants using SQLite and semantic search, enabling context-aware conversations.

IEEE 2030.5 MCP Server

Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for managing smart energy resources and utility programs. It supports secure certificate-based authentication and provides tools for device discovery, demand response, and metering navigation.

Naver Maps MCP Server

使用模型上下文协议 (MCP) 服务器实现 Naver 地图 API

IPI Provisioner MCP Server

An MCP server for OpenShift Baremetal IPI cluster provisioning, allowing users to generate and validate install-config.yaml files, test BMC connectivity, validate networks, and manage cluster installation lifecycle.

my-example-mcp

An MCP server template with built-in OAuth 2.0 authorization code flow and PKCE, enabling Grok to authenticate and invoke tools such as hello and publish_page.

Crypto Portfolio MCP Server

Provides read-only portfolio management and analytics across Binance, Coinbase, and Kraken exchanges. It enables users to track holdings, analyze risk, and monitor market intelligence through 18 specialized tools.

xilinx-rag

An MCP server for AI-driven hybrid search over Xilinx/AMD FPGA documentation, enabling assistants to retrieve datasheets, user guides, and application notes through tools like search_docs.

Slack MCP Server

Enables AI assistants to interact with Slack workspaces through natural language, supporting channel management, message operations, user profiles, reactions, and threaded conversations.

MCP Hub

A unified AI and automation command center that allows users to interact with multiple AI providers (OpenAI, Anthropic, Gemini) and services (GitHub, Google) through natural language commands and multi-step workflows.

Figma Live Design QA MCP

Compares Figma frames to live pages, checking colors, fonts, and border radii, and generates a shareable HTML report.

Bench

USB hardware discovery, device identification, serial communication, and diagnostics for makers and hardware engineers.

BudgetBakers Wallet MCP Server

Enables querying of BudgetBakers Wallet data including accounts, transactions, categories, and labels through natural language commands.

Math MCP Server

A tool-augmented AI server that exposes basic math operations (add, subtract, multiply) via FastMCP and Server-Sent Events, allowing LLM agents to discover and use these mathematical tools.