发现优秀的 MCP 服务器

Aviation Weather MCP Server

Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.

AgentKit

Exposes enterprise KPIs, health scores, forecasting, and anomaly detection as MCP tools, resources, and prompts for use by any MCP-compatible agent.

OpenXAI MCP Server

Provides tools for evaluating and benchmarking AI explanation methods through a standard interface that can be used with AI assistants and MCP-compatible applications.

PostgreSQL MCP Server

Enables direct execution of PostgreSQL queries through the Model Context Protocol. Supports both SELECT and non-SELECT operations with dual communication modes (stdio and HTTP REST API).

APEX PSI MCP Server

Provides cryptographic truth infrastructure for AI agents, enabling them to seal content with SHA-256 and Ed25519, verify receipts, anchor them to Bitcoin via OpenTimestamps, generate citations, and audit chains of receipts.

Canvora MCP

Enables AI agents to generate on-brand visuals from ideas, URLs, documents, or PDFs in over 100 formats and 150+ languages, with consistent brand kits.

inventory-mcp

Enables agents to query and manage inventory data from Feishu source tables, providing tools for stock checks, distribution analysis, alternatives, and weekly ledger updates.

Whisper MCP Server

Provides local audio transcription using whisper.cpp, supporting multiple models and audio formats. Enables transcription of audio files via MCP tools with optional timestamps.

Redaction & Compliance MCP Server

Provides a pre-flight/post-flight firewall for LLM calls with comprehensive detection, classification, policy enforcement, reversible redaction, output safety, and immutable audit logging.

MCP PageSpeed Insights

Connects LLMs to Google PageSpeed Insights to analyze web performance, accessibility, SEO, and best practices, enabling AI assistants to audit and improve any web page.

amadeus-mcp-server

An open-source MCP server that exposes the Amadeus Self-Service APIs as tools for flight status, delay prediction, flight search, passenger rights, and disruption handling.

MYOB AccountRight

This read-only MCP Server allows you to connect to MYOB AccountRight data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

vision4nx-kb-mcp

MCP server that exposes the Vision 4 NX knowledge base to any MCP client, enabling listing, querying, and reading of knowledge base contents via RAG vector search.

unity-biome-mcp

MCP server for controlling the Unity Editor from AI clients. 140+ tools for scenes, GameObjects, components, assets, Shader Graph, PlayTest DSL, screenshots with visual diff, batch operations with Undo rollback, and in-editor chat. Token-efficient plain-text protocol.

dify-server MCP 服务器

镜子 (jìng zi)

PG Connection Pool Query Gateway

Enables agents to run SQL queries against PostgreSQL databases through MCP with connection pooling, tenant isolation, and read-only guardrails. Supports introspection of schemas, tables, and columns.

mcp-fiscal-brasil

Connects AI agents to Brazilian tax compliance data (CNPJ, CPF, NFe, SPED, eSocial) and provides tools for due diligence, risk scoring, and tax regime comparison.

Basic MCP Server

A minimal Model Context Protocol server template built with Smithery SDK that demonstrates basic tools, resources, and prompts functionality for getting started with MCP development.

asm-mcp-server

Enables LLMs to conduct passive attack-surface research by collecting public information, referencing saved reports, and verifying evidence through MCP tools.

Robust Long-Term Memory MCP

A persistent, human-like memory system for AI companions in LM Studio, using SQLite and ChromaDB for hybrid storage, enabling seamless recall across sessions and models.

Dotfiles MCP Server

Enables LLMs to access and execute custom automation scripts from a dotfiles repository, including tools for JIRA, GitHub, Jenkins, and code review.

pwndbg-mcp

An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF pwn challenges.

ToDo App

为了学习目的搭建了一个 MCP 服务器。

brick-ontology-mcp

Provides offline access to the Brick Schema ontology, enabling validation and search of building metadata classes through MCP tools.

clio-mcp

A Model Context Protocol server that enables Claude (or any MCP client) to read and write Clio Manage data—contacts, matters, activities—directly from chat, with flat-fee billing support in one call.

Homerun ATS MCP Server

MCP server that connects AI agents to Homerun, an applicant tracking system. Enables AI-assisted candidate review: browse vacancies, inspect applications, and leave review notes.

AE-MCP

Automate Adobe After Effects with AI through 70+ MCP tools.

MCP PDF Reader

Intelligent PDF processing server that automatically detects PDF types (text or scanned), extracts text, performs OCR recognition in 10 languages, searches content with regex support, and retrieves metadata through the Model Context Protocol.

HiveFlow MCP Server

Connects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automation platform, allowing them to create, manage, and execute automation flows through natural language commands.

BookStack MCP Server

Enables searching and retrieving content from BookStack knowledge bases via the BookStack API. It provides structured page data with clean HTML-to-text conversion for seamless integration with AI models.