发现优秀的 MCP 服务器

mcp-gdocs

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

kernel-lore-mcp

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

groq-docs-mcp

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

MCP Help Article Server

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

Jira MCP Server

Enables MCP clients to interact with Jira for managing tasks, including fetching assigned issues and creating new tasks. It supports retrieving detailed task information and filtering by project or status using the Jira 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.

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.

API Agent

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

Sequenzy MCP Server

Enables management of AI-powered email marketing automation, including subscriber segments, campaigns, and templates. It allows users to generate email sequences with AI and track detailed analytics through natural language commands.

AppSignal MCP

Enables AI assistants to query and fetch error and performance monitoring data from AppSignal through the Model Context Protocol. Supports searching and retrieving detailed information about application errors and performance samples with flexible filtering options.

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.

AgentForce Reliable Server

可靠的、符合 MCP 标准的 Agentforce API 服务器，具有回退模式

context

Local-first documentation for AI agents

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.

LLM API Benchmark MCP Server

Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.

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.

MCP Ask-to-Code

An autonomous MCP server that uses the Claude Code CLI to solve coding problems without permission prompts.

TubeAlfred MCP Server

Bridges MCP clients to the TubeAlfred YouTube API, enabling tools for video details, transcripts, comments, search, and channel info.

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.

IzmirDamMcp

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

mcp-arcgis-orovalley

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

APK Security Guard MCP Suite

Provides a one-stop automated solution for Android APK security analysis by integrating tools like JEB, JADX, APKTOOL, FlowDroid, and MobSF into unified MCP standard API interfaces.

TRON Energy/Bandwidth MCP Server

TRON Energy & Bandwidth marketplace for AI agents — 27 MCP tools for buying/selling resources, DEX swaps, and automated energy management via Streamable HTTP.

project-knowledge-mcp

A cross-project knowledge graph for MCP that maps features across mobile, backend, and admin codebases, giving AI agents full-stack context.

Example MCP Server

A Node.js and TypeScript implementation that provides system information and health check tools for Claude Desktop. It serves as a boilerplate for building and integrating custom tools using the Model Context Protocol.

SSH MCP Server

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

1、前言

MCP服务器示例

Turbot Guardrails MCP Server

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

Markitdown MCP Server

Converts documents (PDF, DOCX, images, etc.) to Markdown using Microsoft's Markitdown library, with no local setup required. Integrates with AI agents via MCP for seamless document conversion.

mcp-elicitation-proxy

Let existing MCP servers ask for missing required tool arguments through MCP elicitation, without changing the upstream server.