Discover Awesome MCP Servers

CockroachDB MCP Server

Enables interaction with a CockroachDB instance, providing database schema resources, SQL query execution, and query analysis prompts.

ainumbers-mcp-apps

420+ deterministic fintech tools - agentic payments (AP2, x402, Visa TAP, A2A), AML/KYC, BaaS comparison, MCP dev tooling - with 15 flagship tools as interactive MCP Apps widgets. Read-only, no auth, zero PII.

Danger Zone MCP

A Model Context Protocol server that enables safe execution of predefined commands with built-in safety checks, separating regular commands from dangerous operations requiring confirmation.

Tomba.io MCP Server

Integrates with the Tomba.io API to provide email discovery, verification, enrichment, phone lookup, and company research capabilities through standardized MCP tools, resources, and prompts.

youbank-mcp

Enables AI agents to query a personal knowledge vault with hybrid search, entity relationships, user highlights, and vault statistics over a Supabase/Postgres schema.

desktop-touch-mcp

Allows AI clients to see and control Windows 10/11 desktops via MCP, with screenshots, UI Automation, Chrome CDP, keyboard/mouse, and terminal using semantic element targeting.

MCP Server Demo

A simple demonstration project for the Model Control Protocol (MCP) server that provides tools for AI assistants to fetch news articles, perform calculations, retrieve weather data, and generate personalized greetings.

ROADrecon MCP Server

Máy chủ Claude MCP để thực hiện phân tích dữ liệu ROADrecon

telegram-mcp-notify

Enables AI coding agents to send structured Telegram notifications for events like questions, plan_ready, final, attention_needed, and error.

MinIO MCP Server

A Model Context Protocol (MCP) server that provides a bridge between MCP-compatible clients and MinIO object storage. It exposes MinIO operations as MCP tools for seamless bucket management and object operations.

MCP Weather Server

Provides real-time weather information and multi-day forecasts using the Open-Meteo API through a robust, enterprise-grade architecture. It enables AI assistants to retrieve current conditions, 7-day forecasts, and contextual weather data for any location.

小记（AI记账）

Tiểu Ký là một công cụ ghi chép tài chính cá nhân thông minh dựa trên AI, cho phép "ghi chép và kiểm tra tài khoản cực nhanh chỉ bằng một câu" thông qua tương tác ngôn ngữ tự nhiên. Bạn chỉ cần nói "Bữa sáng 25 tệ, thanh toán bằng Alipay" hoặc "Lương về tài khoản ngân hàng 18000 tệ", hệ thống sẽ tự động phân tích số tiền, danh mục, phương thức thanh toán và ghi lại vào sổ sách. Ngoài ra, nó còn hỗ trợ sử dụng 🔥trên ứng dụng khách MCP.

loci

Local-first harness and ticket operations for AI assistants via CLI or MCP.

MiniMax MCP JS

JavaScript implementation of MiniMax MCP that enables interaction with MiniMax AI services for image generation, video generation, text-to-speech, and voice cloning through MCP-compatible clients.

nerima-open-data-mcp

An MCP server that enables AI clients to search open data from Nerima City, Tokyo, including public facilities, AED locations, shelters, and parks.

Azure DevOps MCP Server

MCP server that provides tools to interact with Azure DevOps, including querying work items, repositories, pull requests, builds, commits, and creating work items via a standardized interface.

Pythagraph RED MCP Server

Enables retrieval and analysis of graph data from the Pythagraph RED API. Provides formatted tables, statistics, node/edge distributions, and comprehensive summaries for graph visualization and insights.

Flow2API MCP Server

Wraps Flow2API / OpenAI-compatible image generation upstream into an MCP service, providing image generation, history, and caching tools.

mcp_search_images

Một dịch vụ tìm kiếm dựa trên nhiều API hình ảnh và khả năng tạo biểu tượng, được thiết kế đặc biệt để tích hợp với dịch vụ Cursor MCP. Hỗ trợ tìm kiếm, tải xuống hình ảnh và biểu tượng do AI tạo ra.

xraylarch-mcp

MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loading, processing, analyzing, and plotting XAS/XAFS spectra through natural language.

McPortfolio

Enables LLM-driven portfolio optimization using natural language, providing tools for mean-variance, HRP, Black-Litterman, and other optimization methods.

python-openstackmcp-server

Enables AI assistants to manage OpenStack cloud resources including compute, images, identity, network, and block storage via the Model Context Protocol.

Packet Analyzer MCP

Enables network packet capture, analysis, and threat detection via distributed client-server architecture with RabbitMQ, PostgreSQL, and external security APIs (NVD CVE, MITRE ATT&CK, AbuseIPDB).

local-component-mcp

Enables AI to precisely use local Vue components by extracting their Props, Events, and Slots via AST analysis.

MCP Agent Bridge

A bridge server that enables Hermes Agent and OpenClaw to share tools and memory, forming a cooperative multi-agent system.

SocialGO MCP Server

Enables AI assistants to search the SocialGO SMM platform catalog and place social-media-marketing orders.

miro-remote-mcp

An MCP server that enables Claude AI to programmatically create and manipulate Miro boards via the Miro API with OAuth2 authentication. Supports 14 tools for board, item, and connector operations.

mcp-lad-lviv-ua

Express-based API for Lviv transport timetable data with a read-only MCP endpoint.

DevOps MCP Server

Enables read-only integration with GitHub, Jenkins, and Artifactory for DevOps monitoring, analysis, and troubleshooting. Provides repository inspection, build log retrieval, and artifact management through natural language.

mcp-agent-opt

Provides code-aware context compression by stripping comments, docstrings, and whitespace while maintaining full logic fidelity for AI agents. It features tools for architectural mapping, symbol searching, and token-budgeted multi-file reading.