发现优秀的 MCP 服务器

Damn Vulnerable MCP Server Demo

一个存在漏洞的 MCP 服务器实现，演示了糟糕的编码实践如何导致远程代码执行等安全问题，专为教育目的而设计，用于加法运算。

Bench Studio MCP Server

A local-first creative studio MCP server that provides access to 73 curated image and video generation models across 5 providers, enabling users to generate, refine, and manage creative outputs with transparent cost tracking and local file custody.

CricketStudio MCP

29 MCP tools for IPL 2026, IPL historical (18 seasons), and Major League Cricket. Free, no API key.

Apidog MCP Server

Enables AI tools to search and explore API documentation from Apidog projects or OpenAPI/Swagger specifications, providing endpoint details, schemas, and project statistics through natural language queries.

json-sanity

Deterministic JSON validation and repair for AI agents. Validates, repairs, schema-checks, and diffs JSON so long-running agents don't corrupt their session state with malformed writes.

pokemon-battle-mcp

A TypeScript MCP server for Pokémon Champions battle assistance, providing tools for meta analysis, Pokémon options, stat calculations, damage checks, and spread optimization.

youtube-live-mcp

Enables AI assistants to control YouTube Live Streaming, including creating broadcasts, managing chat, and monitoring stream health via MCP tools.

OpenBrowser

Enables AI tools to browse the web as the user by providing access to a persistent browser session with logged-in accounts, supporting recipes for email, PRs, calendar, and more.

SINTEGRA: BA

MCP server for querying official SINTEGRA BA tax data in Brazil, offering a single read-only tool via hosted HTTP endpoint with prepaid credits.

Jokes MCP Server

An MCP server that enables Microsoft Copilot Studio to fetch random jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes.

video-reader-mcp

Extracts ffprobe metadata, subtitles, scenes, and timelines from video files without frame-by-frame LLM vision, providing evidence-first reading for AI agents.

Kafka MCP Enterprise Server

Reference implementation of KIP-1318, a secure Model Context Protocol server for Apache Kafka that enables AI agents to interact with Kafka clusters through governed tools and resources.

ECRVSP Processos: Imprimir CRLV-e

Enables querying the official Brazilian vehicle registration (CRLV-e) system with a single read-only tool. Works with any MCP client, featuring prepaid pay-per-use pricing.

MCP Server Basic Example

A demonstration implementation of a Model Context Protocol server that provides simple mathematical tools (add, subtract) and personalized greeting resources.

JAOT MCP Server

Exposes optimization solver tools to AI agents via the Model Context Protocol, enabling natural language problem solving.

MCP Orchestrator

A sophisticated server that coordinates multiple LLMs (Claude, Gemini, etc.) using the Model Context Protocol to enhance reasoning capabilities through strategies like progressive deep dive and consensus-based approaches.

paperless-ngx-mcp

Enables Claude AI to interact with Paperless-NGX document management through natural language, offering 50 tools for full CRUD operations and management.

League of Legends Mock Match Predictor

AI-powered League of Legends tool that simulates mock matches and compares summoners based on historical performance data.

GoHighLevel MCP Server

Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 categories for complete contact management, messaging, sales, marketing, e-commerce, and business operations through AI automation.

DrawArch MCP

Generates editable .drawio architecture diagrams from descriptions or reference images, with secure asset resolution, validation, and revision-based approvals.

QR Forge MCP server

Enables AI agents to create and manage trackable QR codes (URLs, Wi-Fi, WhatsApp, etc.) via the QR Forge API.

base-defi

MCP server to fetch DeFi yield opportunities on Base chain, including Aerodrome LP and Moonwell lending, with pay-per-call via x402 micropayments.

MCP Server for Snowflake

用于连接 Snowflake 的 MCP 服务器，仅用于只读查询。 (Yòng yú liánjiē Snowflake de MCP fúwùqì, jǐn yòng yú zhǐdú cháxún.) Here's a breakdown of the translation: * **用于 (yòng yú):** Used for, for the purpose of * **连接 (liánjiē):** Connecting, to connect * **Snowflake:** Snowflake (the same in Chinese) * **的 (de):** A possessive particle, like "of" * **MCP 服务器 (MCP fúwùqì):** MCP Server * **仅用于 (jǐn yòng yú):** Only used for, exclusively for * **只读 (zhǐdú):** Read-only * **查询 (cháxún):** Queries, to query

mcpsentry

Security scanner and runtime proxy for MCP servers. Catches tool poisoning, prompt injection, and rug-pull attacks (silent tool description changes) before they reach your AI agent. Includes a static scanner and a runtime stdio proxy.

Okta MCP Server

Enables LLM agents to manage Okta organizations through the Okta Admin Management APIs, supporting user provisioning, group management, and more via natural language.

mcp-wiktionary

Multilingual dictionary server via Wikimedia REST and MediaWiki Action APIs, providing word definitions, summaries, search, etymology, and pronunciations.

mcp-server-eia

An MCP server that exposes the U.S. Energy Information Administration (EIA) Open Data API, enabling LLMs to browse and query energy data across 17 datasets with generic, composable tools.

MCP Server - JavaScript SDK

镜子 (jìng zi)

DLBrowser

MCP server that gives AI agents reliable web access with self-healing, anti-bot bypass and clean content extraction. It provides 11 tools like fetch, scrape, and search, metered by credit with cost transparency.

CodeMap MCP

CodeMap is a Roslyn-powered MCP server that lets AI agents navigate C# codebases by symbol, call graph, and architectural fact, instead of brute-force reading thousands of lines of source code. One tool call. Precise answer. No context flood.