Discover Awesome MCP Servers

gitSERVER README Manager

Enables automated README file management for development projects through MCP tools for content creation and summarization, resources for direct file access, and prompts for AI-powered documentation analysis.

user-story-context-mcp-server

Enables MCP-capable agents to retrieve relevant slices of a user-story knowledge graph (stored in Supabase + pgvector) using three retrieval verbs: find_related, find_crossover, and query_stories.

Omni-NLI

Provides natural language inference (NLI) capabilities via the Model Context Protocol, allowing AI agents to verify factual consistency and detect contradictions in text.

MCP-Weather Server

An intermediate agent server that enhances LLMs with weather data capabilities using the Model Context Protocol (MCP) framework, enabling retrieval of real-time weather information.

Penny NotebookLM Research

MCP server that automates YouTube research by finding viral videos, analyzing transcripts via Google NotebookLM, and generating content ideas and scripts.

RuTracker MCP Server

Allows users to search and browse torrents on rutracker.org, retrieving detailed metadata including magnet links and file lists. It automatically handles authentication by extracting session cookies from the Brave browser on macOS.

gdpr-scanner

Provides GDPR compliance scanning for websites via the MCP protocol, with pay-per-call using x402 micropayments.

Smart Home MCP Server

Enables control of TP-Link Kasa smart home devices through natural language commands. Supports device control, lighting scenes, room-based organization, and real-time status monitoring for smart plugs and bulbs.

Universal Firefly III AI Bridge

Provides comprehensive AI-agnostic access to all Firefly III personal finance features via 66 tools, enabling natural language management of accounts, transactions, budgets, and more.

Instagram Ads MCP Server

Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleting Instagram ads via natural language.

UserFlow MCP

Simulates real users navigating your app and delivers qualitative UX feedback, including persona-driven testing, auto-friction detection, and WCAG accessibility audits.

PostWire

Lets any AI agent post to TikTok, Instagram, YouTube, X, LinkedIn, Bluesky, Telegram, Mastodon and Discord through a single post_to_social tool. Connect an account once, then publish everywhere.

Java Map Component Platform (Java MCP)

Máy chủ java-mcp

Browser MCP Server

A universal browser automation server featuring 63 tools for programmatic Chrome control, multi-tab management, and media interaction using Playwright. It enables advanced actions like session recording, performance profiling, and pixel-based interaction through a safe, isolated browser profile.

Telegram Notify MCP Server

Connects VS Code Copilot to Telegram for mobile notifications, interactive approval workflows, and remote command input. Enables users to monitor AI agents, approve sensitive operations, and provide follow-up instructions from their smartphone.

RhinoMCP

Connects Rhino and Grasshopper to Claude AI via the Model Context Protocol, enabling prompt-assisted 3D modeling, scene manipulation, and control through tools like object creation, layer management, and code execution.

albumentations-mcp

Enables natural language image augmentation via the MCP protocol, using Albumentations to apply transforms like blur and rotation from plain English descriptions.

Kleap

Enables AI agents to build, edit, and publish live websites with hosting, database, auth, and domains via the Model Context Protocol.

forge-mcp

A read-only MCP server that provides Claude Code with structured knowledge about the Forge repository, including templates, project structure, documentation, validation rules, doctor checks, and generated-project conventions.

mcp-stratz

Enables querying Dota 2 data (hero stats, player matches, player heroes) via the STRATZ API, with support for arbitrary GraphQL queries.

BinjaLattice

Giao diện plugin để giao tiếp từ xa với cơ sở dữ liệu Binary Ninja và máy chủ MCP để giao tiếp với LLM.

Fider MCP Server

Enables interaction with Fider customer feedback platforms, supporting post management, commenting, tagging, and status updates through natural language commands.

MCP Telegram Cloud

Open source MCP server that connects a Telegram account to AI assistants over OAuth + QR login, enabling read-only and safe state-change operations.

squidex-mcp

An MCP server that lets AI agents read and write Squidex CMS content directly, with tools for schema listing, content querying, CRUD operations, and multiple profile support for different Squidex instances.

BYU Learning Suite MCP Server

Enables Claude Desktop to interact with BYU Learning Suite data including assignments, grades, schedule, announcements, exams, and course content, currently using mock data.

Datadog MCP Server

Enables integration with Datadog APIs to monitor and retrieve information about monitors, metrics, dashboards, logs, events, and incidents through the Model Context Protocol.

ToolsDNS

Semantic search engine for MCP tools that indexes thousands of tool schemas and returns only the relevant ones to AI agents, reducing token usage and improving tool discovery.

Axom MCP Server

Provides persistent SQLite-based memory and unified tool abstraction for AI agents to support long-term context and complex tool chaining. It enables automated code analysis, file operations, and environment discovery through a standardized interface.

hve-squad MCP server

An outbound MCP server that exposes a squad of 98 advisory agents as five model-invocable tools for research, planning, review, architecture, and async pipeline runs.

agentoracle-mcp

MCP server that connects AI assistants (Claude, Cursor, Windsurf) to AgentOracle's real-time research API. Agents can research any topic and get structured JSON with summary, key facts, sources, and confidence scores. Powered by Perplexity Sonar via x402 protocol on Base