Discover Awesome MCP Servers

1、前言

MCP服务器示例

Amadeus Flight Availabilities MCP App

An MCP server that integrates with the Amadeus Flight Availabilities Search API to allow users to search for available flights and view seat availability in real-time.

FormIO MCP Server

Enables AI agents to interact with the FormIO API for dynamic form creation, submission management, and user roles using natural language.

Cookidoo MCP Server

Lets Claude read recipes from your Cookidoo account and create TM7-optimized custom recipes with guided-cooking annotations, quality scoring, and automatic rollback on upload failure.

Turbot Guardrails MCP Server

Connects AI assistants to Turbot Guardrails for natural language exploration, analysis, and automation of cloud governance.

kernel-lore-mcp

MCP server enabling structured search and querying over Linux kernel mailing list archives (lore.kernel.org) for LLM-powered developer tools.

Neo4j MCP

Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.

PiQrypt MCP Server

Enables AI agents to sign decisions with post-quantum cryptographic proofs and maintain secure audit trails for compliance. It provides tools for stamping events, verifying chain integrity, and exporting audit data across industries like finance and healthcare.

Olist Tiny ERP

Read-only MCP server for Olist Tiny ERP, enabling querying of products, inventory, orders, invoices, accounts, contacts, shipping, purchase orders, CRM, and price lists via the official REST API v3.

SEO Content Analysis MCP

Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Word documents, including keyword analysis, meta tag suggestions, readability scoring, and heading structure validation.

lunchmoney-mcp-server-oauth

Self-hostable remote MCP server for Lunch Money with built-in OAuth 2.1, enabling Claude to access transactions, budgets, and more on mobile, web, and desktop.

color-convert-mcp

A Model Context Protocol server that provides color conversion between multiple color spaces including RGB, RGBA, HEX, HSL, OKLCH, LAB, and CMYK.

SSH MCP Server

Enables AI assistants to securely execute commands, transfer files, and manage port forwarding on remote servers via SSH.

Swagger API MCP Server

A server that fetches and parses Swagger/OpenAPI documentation from specified URLs, supporting multiple transport methods like stdio, HTTP, and SSE.

py-mcp-wiki-helper

MCP server to query a Git-hosted Wiki, offering tools to list, search, and read Markdown documents via Codex or VS Code.

feishu-demand-mcp

A self-hosted MCP server for managing a Feishu (Lark) demand pool and archiving daily reports. It exposes tools to list, get, create, update demands, and archive daily reports.

GitGuardian MCP Server

Enables AI agents to scan projects for leaked secrets and manage security incidents using GitGuardian's comprehensive API. It supports automated secret detection, honeytoken creation, and remediation workflows to secure codebases without context switching.

agent-browser-mcp

An MCP server that provides browser automation capabilities, enabling LLMs to control a web browser for navigation, interaction, and data extraction.

mem0-mcp-selfhosted

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

groq-docs-mcp

Enables users to search Groq's API documentation using natural language queries through an MCP-compatible interface.

Conversion Service MCP Server

An MCP server for the PDF Tools Conversion Service that enables document conversion to PDF/A, standard PDF, merging, repair, and large file uploads.

World Bank Indicators MCP Server

Provides access to World Bank economic and country data without an API key, allowing users to search countries, fetch indicator time series, and compare latest values.

IzmirDamMcp

FastMCP server that provides daily water status and occupancy rates for dams in Izmir, Turkey by fetching data from the official IZSU API.

CHAI pentest tool

Cyber Host Artificial Intelligence (C.H.A.I) An autonomous penetration testing MCP (Model Context Protocol) server with an integrated AI decision engine, multi-provider LLM support, and an extensible plugin architecture.

MCP Help Article Server

MCP server that serves help articles to tenants with tenant isolation, enabling AI to search and retrieve tenant-specific content.

mcp-gcloud-adc-proxy

An auth proxy that forwards requests to remote MCP servers, attaching Google Cloud ADC tokens for authentication. It enables secure access to IAM-protected services like Cloud Run.

RevolutX MCP Server

Provides AI agents with tools to interact with the Revolut X crypto exchange for order management, market data, portfolio analysis, and more via the Model Context Protocol.

API Agent

Turn any API into an MCP server. Query in English. Get results—even when the API can't.

mcp-gdocs

MCP server for Google Docs, Google Drive, and Comments with flexible authentication, enabling document management, editing, formatting, commenting, and drive operations.

mcp-arcgis-orovalley

Enables querying and exploring ArcGIS geospatial data from Town of Oro Valley, Arizona, including parcels, zoning, and city services.