Discover Awesome MCP Servers

Apifox MCP Server

Enables AI assistants to fetch and understand API endpoint definitions from Apifox projects in real-time. Supports retrieving complete API specifications including request methods, parameters, headers, and response schemas to improve development efficiency and code generation quality.

Avalanche MCP Tools

Cho phép tương tác bằng ngôn ngữ tự nhiên với blockchain Avalanche thông qua các trợ lý AI, cho phép người dùng thực thi các lệnh Avalanche CLI và các hoạt động AvalancheJS API mà không cần kiến thức kỹ thuật.

Bifrost - VSCode Dev Tools MCP Server

Một extension VS Code cung cấp một máy chủ MCP (Message Passing Communication) để cung cấp các tính năng ngôn ngữ Roslyn. Nó cho phép các công cụ như tìm nơi sử dụng, đi đến định nghĩa, thông tin nhanh, v.v.

Apollo.io MCP Server

Enables AI assistants to interact with the Apollo.io API to search global databases and enrich company and person data. It facilitates managing contacts and accounts, retrieving tech stacks, and finding job postings through natural language.

PaidSync (Ads analysis & Management)

MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via AI. 210+ tools including account audits, wasted spend detection, and PMax insights.

Streamline MCP

Enables AI assistants to access and manage Streamline tasks, notes, tags, and workspaces via a Supabase-powered backend. It supports full CRUD operations, allowing users to search, create, update, and organize their productivity data through natural language.

SMRT Documentation MCP Server

Enables querying the SMRT framework documentation by automatically routing questions to relevant package experts and synthesizing responses from their CLAUDE.md files using AI-powered retrieval-augmented generation.

Mock MCP Server

A mock MCP server for testing MCP client implementations and development workflows. Supports tools, prompts, and resources across multiple transport protocols (stdio, HTTP, SSE).

LocalTides MCP Server

This server provides tools for interacting with the NOAA Tides and Currents API, enabling access to water level data, tide predictions, currents data, station information, and astronomical information like moon phases and sun times.

prompte-mcp

An MCP server that automatically enhances user prompts by applying advanced engineering techniques like chain-of-thought and few-shot reasoning based on identified intent. It optimizes technique selection through local learning and integrates directly into Claude sessions to improve output quality without additional API costs.

query_table

Một trình thu thập dữ liệu web (web scraper) cho dữ liệu bảng tài chính, triển khai Giao thức Ngữ cảnh Mô hình (Model Context Protocol), cho phép người dùng truy vấn dữ liệu chứng khoán từ nhiều trang web tài chính Trung Quốc bao gồm THS, TDX và EastMoney.

VaultMesh Architect MCP Server

Enables governance and orchestration of VaultMesh deployments through subsystem spawning, multi-chain anchoring, threat mitigation, constitutional amendments, and LAWCHAIN governance tracking. Provides auditable tools for managing decentralized infrastructure with cryptographic proofs and alchemical phase orchestration.

Claude Auto-Approve MCP

Automatically approves or blocks specified MCP tool calls in Claude Desktop by injecting JavaScript that restores granular per-chat approval control. Provides configurable permanent approvals while maintaining security through per-server tool whitelists and blacklists.

FutureSense MCP

556-tool MCP server giving AI agents full access to the FutureSense business platform. Covers 10 app domains: invoicing, payroll, accounting, CRM, booking, content creation, website builder, quotations, email, and more. Works with Claude, ChatGPT, Gemini, Cursor, and any MCP-compatible client.

ontomics

Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.

Browser MCP

An MCP server for browser automation using Puppeteer that enables AI assistants to navigate web pages, interact with UI elements, and capture screenshots. It supports comprehensive web tasks including form filling, content extraction, and executing custom JavaScript within the browser context.

ServiceNow MCP Server

Enables Claude to interact with ServiceNow instances to manage incidents, service catalogs, workflows, and knowledge bases through the ServiceNow API. It supports comprehensive operations including record querying, script execution, and user management using various authentication methods.

Unity API Communicator MCP Server

Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, Assets, Materials, Prefabs, Terrain, Physics, Lighting, and more. Works with Claude, Cursor, Windsurf, VS Code Copilot — any MCP client. Zero config: just npx and go.

HubSpot MCP Server

Một triển khai máy chủ cho phép các trợ lý AI tương tác với dữ liệu HubSpot CRM, cho phép tạo và quản lý liền mạch các liên hệ và công ty, truy xuất lịch sử hoạt động và truy cập dữ liệu tương tác thông qua các lệnh ngôn ngữ tự nhiên.

Memories Wrapped

Creates a summary of photos from Apple Photos, generating a personalized year-in-review wrapped experience based on your photo library.

Axme-code

Persistent project memory + architectural decisions + pre-execution safety hooks for Claude Code. Local-only storage, multi-repo workspace, automatic knowledge extraction via background auditor.

mcp-browser-lens

Provides AI agents with deep visibility into a running web page's UI by capturing DOM, styles, and screenshots through a lightweight bookmarklet. It facilitates design-to-code comparisons, accessibility audits, and automated CSS debugging directly within an IDE.

Aider MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol - MCP) kết nối Claude và các ứng dụng khách MCP khác với Aider, cho phép các trợ lý AI chỉnh sửa tệp, tạo tệp mới và tương tác với kho lưu trữ git một cách hiệu quả thông qua ngôn ngữ tự nhiên.

Remote MCP Server on Cloudflare

A tool that allows deployment of a remote MCP (Model Context Protocol) server on Cloudflare Workers without authentication requirements, enabling connection to AI models through Claude Desktop or Cloudflare AI Playground.

Sylex Search

Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools, zero LLM calls, millisecond responses.

FastMCP Boilerplate

A modern Model Control Plane (MCP) project that provides a lightweight, extensible foundation for building and deploying intelligent systems that manage and expose AI/LLM capabilities through Python, FastAPI, and Docker.

Luskad MCP

Provides access to coding rules, standards, and project documentation from Luskad.com. Enables AI assistants to search and retrieve team coding guidelines, project features, and development standards directly within your IDE.

Elixir Linux MCP Server

Máy chủ MCP truy vấn mã nguồn Linux dựa trên Elixir

Webcam MCP

An MCP server that provides LLM agents with direct access to webcam hardware for capturing high-resolution photos and recording video sequences. It enables autonomous agents to monitor environments and interact with the physical world through standard Model Context Protocol tools.

gcloud MCP Cloud Run

Enables interaction with Google Cloud Platform services through gcloud CLI commands via a Cloud Run deployed MCP server. Supports executing gcloud commands and managing GCP resources through natural language.