Discover Awesome MCP Servers

LicenseSpring MCP Server

An MCP server implementation that integrates with LicenseSpring APIs, providing comprehensive license management and customer operations capabilities.

BlenderMCP

Connects Blender to Claude AI through the Model Context Protocol (MCP), enabling prompt-assisted 3D modeling, scene creation, and manipulation directly from Claude.

mcp-assist-memory

An MCP server that provides a shared memory layer for Claude across claude.ai, Claude Code CLI, and Desktop, storing revisioned memory entries, session timelines, handoffs, and uploaded artifacts in SQLite.

one-mcp

A lightweight MCP server that enables intelligent tool management and semantic search for APIs using sentence-transformers. It supports both REST and MCP interfaces across dual transport modes, allowing users to upload, manage, and query API tools with natural language.

AutoHotkey v2 MCP Server

Enables AI assistants to write, validate, debug, and execute AutoHotkey v2 scripts on Windows, with tools for syntax checking, script execution, active window inspection, library search, and live debugging via DBGp protocol.

entrapulse-polyarchy

Interactive visualization of Microsoft Entra ID identity relationships, enabling exploration of org charts, groups, attributes, and access assignments through a D3 force-directed graph within MCP clients.

Local Browser MCP

A headless, agent-controllable real browser as an MCP server that enables AI agents to navigate, click, fill, eval JavaScript, and take screenshots on localhost and allowed hosts, with no GUI required.

AI-Powered SIM Card Recommendation MCP Tool

Enables users to find and get recommendations for Chinese SIM card plans through natural language queries. Uses AI to understand user needs and automatically queries the 172 SIM card platform API to recommend the most suitable plans based on requirements like data allowance and monthly cost.

browser-agent

An MCP server that gives Claude a real, persistent Chrome browser with logged-in sessions, enabling automation of sites that block headless browsers. It supports 50+ tools, cross-session knowledge, and recipe replay for complex workflows.

AgentRank

Google PageRank for AI agents — live search across 25,000+ scored MCP servers and tools. AgentRank gives your AI a live, ranked index of 25,000+ MCP servers and agent tools, scored daily from real GitHub signals (stars, freshness, issue health, contributors, dependents). Your AI's training data is months old — it can't tell you if a tool was abandoned last week or that something better shipped y

telemetry-mcp

A read-only MCP server for querying telemetry data from configurable backends. Provides tools to list sources, describe schemas, run bounded queries, and compute aggregates.

Linkr KVM MCP Server

Linkr KVM MCP Server exposes Radxa Linkr KVM controls through the Model Context Protocol (MCP). It lets an MCP client capture screenshots, crop screen areas, send keyboard and mouse events, type text, wait for on-screen text, and ask vision/OCR models about the current screen.

rag_mcp

Enables retrieval-augmented generation by allowing LLMs to search documents in a local folder using vector similarity, supporting multiple file formats.

Hedera MCP Server

Provides tools for AI assistants to interact with the Hedera blockchain, enabling account management, consensus messaging, and HBAR transfers. Supports testnet, mainnet, and previewnet.

leanvox-mcp

Enables text-to-speech generation, voice cloning, dialogue creation, and other TTS operations through natural language in MCP-compatible AI assistants.

M5 Petit Notes

A note-taking MCP server for Claude-based agents that provides persistent markdown files for easily referable notes, supporting create, read, update, append, and delete operations.

Qdrant MCP Server

Enables semantic search and document management using a local Qdrant vector database with OpenAI embeddings. Supports natural language queries, metadata filtering, and collection management for AI-powered document retrieval.

soft-ue-cli

MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ commands for spawning actors, editing Blueprints, managing assets, and more via CLI or MCP.

Reddit MCP Server

Enables interaction with Reddit through a comprehensive API interface supporting both read-only operations (browsing posts, comments, user profiles) and authenticated actions (posting, commenting, voting) via OAuth2 authentication.

mcp-server-bedrock-image

An MCP server that gives AI agents the ability to generate, edit, and manipulate images using Stability AI models on AWS Bedrock.

Error Collector MCP

An open-source MCP server that collects errors from browser console and terminal, then uses OpenRouter's free AI models to generate summaries for AI agents.

Runware MCP

MCP server that gives AI agents access to Runware's full API for image, video, audio, 3D, upscaling, and other media generation and processing tasks via natural language.

lore

Enables AI agents to query project memory by linking code changes to the conversations that produced them, allowing retrieval of past decisions and constraints directly from the codebase.

mcp_oi_assistant

A secure MCP server for competitive programming that compiles, runs, and tests C++ code with safety features like directory isolation and resource limits.

gdocs-comments-mcp

Enables AI agents to add precise, range-anchored comments to Google Docs by bridging the Model Context Protocol with browser automation.

Generic MCP Server

A dynamic server that automatically discovers and executes scripts from a tools directory as isolated processes using the MCP protocol. It enables users to easily extend server capabilities by adding new tool scripts that communicate via JSON.

mcp-dora

DORA compliance scanner MCP server that scans projects for regulatory gaps, classifies entities, generates reports, and optionally produces ICT registers and incident templates with cryptographic certification.

Awesome MCP Servers 🌟

Một bộ sưu tập toàn diện các máy chủ Giao thức Ngữ cảnh Mô hình (MCP).

radare2-mcp

Provides 85 tools for binary analysis including static analysis, disassembly, decompilation, ESIL emulation, live debugging, vulnerability scanning, and exploit development through structured JSON responses over the Model Context Protocol.