Discover Awesome MCP Servers

Jupiter Perps MCP Server

Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perpetuals while providing tools for market data and technical analysis. It supports portfolio management, fee estimation, and automated position execution for SOL, ETH, and BTC using USDC collateral.

Basic MCP Server

使用 SSE 的 MCP 服务器 - 可以远程托管（使用 FastAPI、fastmcp、uv 构建） Or, more literally: MCP 服务器使用 SSE - 可以远程托管 (使用 FastAPI, fastmcp, uv 构建)

Together AI Image Generation MCP Server

使用 Flux 1.1 专业的 together.ai API 的 MCP-Server 来生成图像。

Hugging Face Hub MCP Server

Enables access to the Hugging Face Hub API to search and retrieve information about machine learning models, datasets, and their metadata. Provides comprehensive tools for exploring the Hugging Face ecosystem including model details, dataset information, and parquet file access.

Rover MCP Server

Enables AI assistants to search for pet sitters, manage bookings, and handle pet profiles through the Rover pet services marketplace. It facilitates direct communication with sitters and service management using Playwright-based browser automation.

MediaWiki API MCP Server

Enables LLMs to interact with MediaWiki installations as a bot user, supporting page editing, searching, moving, deleting, comparing revisions, and retrieving site information through the MediaWiki API.

📚 MCP Docs Search Server

这是一个轻量级的、即插即用的 MCP 服务器，它使像 Claude 或 GPT 这样的大型语言模型能够动态地搜索和检索来自流行的 AI 库（如 LangChain、LlamaIndex 和 OpenAI）的最新文档。

Primitiv

Design contract layer for AI agents. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable source of truth so every agent gets the same authoritative design rules before it builds. Local-first.

RAG MCP Server

An API that enables document querying through a Retrieval-Augmented Generation system implemented with Memory-Controller-Policy architecture for improved maintainability and scalability.

Insecure MCP Demo

A deliberately vulnerable MCP server that allows clients to interact with a database for educational purposes, demonstrating security vulnerabilities including SQL injection, arbitrary code execution, and sensitive data exposure.

firefox-devtools-mcp

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

Upbit MCP Server

Enables interaction with the Upbit cryptocurrency exchange through public market data tools and optional private trading tools. Supports getting ticker data, orderbooks, trades, account information, and executing trading operations through natural language.

KnBn MCP Server

A Model Context Protocol server that provides AI assistants with structured access to kanban board functionality for managing tasks, columns, labels, and sprints.

GTEx MCP Server

Enables AI assistants to query and analyze genomics data from the GTEx Portal through 25 specialized tools for gene expression analysis, eQTL/sQTL associations, and genetic variant lookups across 54 human tissue types.

MCP Diagnostics Extension

Exposes VS Code diagnostic problems like errors and warnings in real-time to AI agents via the Model Context Protocol. It enables AI tools to see compilation and linting issues directly from the problems panel to provide context-aware debugging and automated fixes.

Elasticsearch MCP Server

使用模型上下文协议将代理连接到 Elasticsearch 数据，从而允许通过 MCP 客户端（如 Claude Desktop 和 Cursor）与 Elasticsearch 索引进行自然语言交互。

Gemini MCP Server

一个模型上下文协议服务器，使 Claude Desktop 能够与谷歌的 Gemini 2.5 Pro 实验性 AI 模型交互，并具有诸如谷歌搜索集成和令牌使用情况报告等功能。

MalwareBazaar_MCP

一个由人工智能驱动的 MCP 服务器，可自主与 MalwareBazaar 对接，为授权的网络安全研究工作流程提供实时的威胁情报和样本元数据。

MCP Paradex Server

A bridge between AI assistants and the Paradex perpetual futures trading platform that enables retrieving market data, managing trading accounts, placing orders, and monitoring positions.

ZIM RAG MCP Server

Enables interaction with .zim archives by providing tools for article search, content retrieval, and metadata discovery. It features a TF-IDF based RAG engine for semantic retrieval over extracted article chunks from compressed ZIM files.

License Scanner MCP Server

Enables scanning of project dependencies across multiple package managers (npm, pip, cargo, etc.) and generates comprehensive markdown license reports. Supports automatic license detection from package registries with caching for improved performance.

ctx-memory

A fully local persistent memory layer for LLM coding agents (Claude Code, Codex, Gemini CLI, OpenCode). A shell wrapper intercepts tool invocations, fires hooks on every tool call, then runs a 3-layer pipeline (extract → compress to ≤500-token digest → merge into project memory doc) at session end. The next session gets prior context injected automatically.

MCP Wallet Signer

Non-custodial MCP server that routes blockchain transactions to your browser wallet (MetaMask, Rabby, etc.) for signing — private keys never leave your browser.

SvelteLS.MCP

An MCP server that wraps the Svelte Language Server to provide IDE-like tools for Claude Code and other MCP clients. It enables advanced Svelte development features including symbol navigation, diagnostics, refactoring, and component-specific analysis.

thunderbird-cli

Give AI agents full read/write email access through Mozilla Thunderbird. Zero credentials touch the agent — all IMAP/SMTP stays in Thunderbird. 12 MCP tools, 38 CLI commands, signed Thunderbird 128+ extension. Tested at 22 accounts / 249k messages.

remnawave-mcp

An MCP server that enables LLM clients to manage Remnawave VPN panels through 51 specialized tools for user, node, and subscription administration. It provides real-time access to panel statistics, health checks, and guided workflows for system diagnostics.

SEI DEX MCP

Enables interaction with decentralized exchanges on the SEI blockchain through natural language commands. Supports token swapping, wrapping, liquidity pool queries, and automated trading strategies on DragonSwap.

refine-backlog-mcp

Refine messy backlog items into structured, actionable work items with titles, acceptance criteria, T-shirt estimates, and priorities. Free tier included — Pro/Team tiers via license key.