Discover Awesome MCP Servers

Inspire MCP Server

A Model Context Protocol server that enables searching for similar images by text description, integrating Inspire's backend image search capabilities with LLM interfaces like Claude Desktop.

Kion MCP Server

Enables interaction with the Kion platform for cloud cost management, governance, and compliance through natural language.

BBOT MCP Server

Enables users to run and manage BBOT security scans through the MCP interface. Provides comprehensive tools for executing reconnaissance scans, monitoring progress, and retrieving results with support for concurrent scanning operations.

DevBoost MCP Server

Provides tools for local development environment management and PostgreSQL optimization, including version checking, port process termination, SQL query analysis, and index suggestions.

prolog-debug-mcp

An MCP server that uses SWI-Prolog for logical deduction to find root causes of errors in service dependencies, enabling root cause analysis, impact analysis, and cycle detection.

mcp-media-toolkit

Generates AI images using Google Gemini and uploads them to S3-compatible storage via a single MCP tool call.

Pinata MCP

赋予 Claude 访问 Pinata API 的权限，使其能够与公共和私有 IPFS 进行交互，以实现文件上传、搜索、组织和内容检索。

RAG-MCP

A Python server that enables retrieval-augmented generation through semantic, question/answer, and style search modalities using PostgreSQL and pgvector for embedding storage and retrieval.

sequential-thinking-slim

A token-optimized MCP server that reduces context window usage by 55% while preserving all functionality of the original Sequential Thinking server.

queria

Enables MCP clients to query Japanese open data (e-Stat, 国土数値情報, EDINET, 気象庁 etc.) from Queria using SQL.

AgentContract MCP Server

Enables AI agents to create, sign, and enforce binding agreements with deliverables, deadlines, penalties, and a full lifecycle state machine.

Kong Konnect MCP Server

一个模型上下文协议服务器，使 AI 助手能够与 Kong Konnect 的 API 网关进行交互，通过自然语言提供查询分析数据、检查配置和管理控制平面的工具。

Shell MCP

A production-ready MCP server that enables AI assistants to execute shell commands, manage files, monitor system resources, and automate complex workflows with advanced features like stock tracking and web automation.

Binance MCP Server

一个模型控制协议 (MCP) 服务器，为币安交易所提供加密货币交易接口，实现诸如实时价格获取、账户余额查询、订单下单/取消以及自动化套利策略等功能。

Remote MCP Server

A Cloudflare-deployable server that implements Model Context Protocol (MCP) capabilities, allowing AI assistants like Claude to access custom tools via OAuth authentication flows.

crosspad-mcp-server

MCP server that gives Claude Code full control over the CrossPad development workflow — build, test, manage app packages, interact with the simulator, search code across repos — all from natural language.

Pylon MCP Server

Enables interaction with the Pylon API for managing accounts, issues, messages, and custom fields through natural language.

Foundry MCP Server

镜子 (jìng zi)

telegram-archive-mcp

MCP server that exposes any Telegram-Archive instance to LLMs, enabling message search, chat browsing, and access to archived Telegram history.

MCP GSC AI Agent Carrier Class Fleet

Enables discovery of carrier fleets, jurisdictions, and carrier cards across multiple sovereign regions using read tools and broadcast JSON.

Carrot AI PM

Spec-driven development tool for AI coding assistants that generates specs, validates code compliance, and provides actionable feedback.

MCP Agentic Framework

A communication framework that enables multiple AI agents to collaborate through asynchronous messaging, agent registration, and discovery. It facilitates complex task coordination and real-time discussion across distributed agent workflows using the Model Context Protocol.

Telegram MCP Server

一个简单的 MCP 服务器，允许 Claude 访问你的 Telegram 账户，以便代表你读取和发送消息。

mcp-web-scraper

A comprehensive web scraping MCP server with 26 tools for fetching, parsing, extracting, and assisting with web content, returning Markdown-formatted results.

DevOps MCP Server

Enables searching and managing Docker images and tags, as well as querying GitLab CI/CD references, versions, and pipeline configurations through a DevOps API.

LeBonFoin MCP

French marketplace MCP server for artisanal hemp/CBD products. Exposes 10 tools (product search, personalized recommendations, comparison, producer info with geolocation, stock availability, market prices "Bloomberg CBD", complete CBD guides, news, wiki search, full wiki article) + 4 resources (catalog, producers map, CBD reference covering France + 12 EU countries, wiki catalog).

Academic Author Network MCP Server

Enables analysis of academic author networks and research collaborations by retrieving co-authors and research keywords from sources like Semantic Scholar, OpenAlex, Crossref, and Google Scholar.

Coupang MCP

Enables searching Coupang products and checking real-time lowest prices via Claude Desktop, with rocket delivery distinction and price formatting.

Financial Datasets MCP Server

一个 MCP 服务器，通过模型上下文协议接口 (Model Context Protocol interface) 为 AI 助手提供访问股票市场数据的能力，包括财务报表、股票价格和市场新闻。

GitHub Repo Finder

A production-grade GitHub repository finder that helps LLMs discover best repositories with advanced search, ranking, and token optimization.