Discover Awesome MCP Servers

github-codemunch-mcp

A token-efficient MCP server for exploring GitHub repositories using tree-sitter AST parsing to extract symbol signatures and summaries. It enables users to search and retrieve specific code components while significantly reducing token consumption compared to raw file dumps.

mcp-server-python

A minimal MCP server template for Python with Streamable HTTP transport, bearer token authentication, and a hello tool, designed for deployment on Render.

GitMem

Persistence memory MCP server that enables AI coding agents to recall and learn from past sessions, storing scars, wins, patterns, and decisions for continuous improvement.

AdaptixC2 MCP Server

Enables LLM agents to automate red teaming operations with the AdaptixC2 framework via MCP protocol, supporting post-exploitation tasks and BOF integration.

TradingView MCP Bridge

Connects Claude Code to your locally running TradingView app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

gitown-mcp

Enables MCP clients to commit to a 3D GitHub commit town, where each agent's commits build a progressively larger building, from cottage to skyscraper.

Charlotte

A token-efficient MCP server that gives AI agents structured access to the web, returning compact page summaries and targeted queries instead of full accessibility dumps.

mcp-jira-scoped

Enables AI assistants to manage Jira tasks, issues, and projects using Atlassian's modern scoped API tokens, with safety features like read-only default and delete confirmation.

Stock MCP Server

Provides technical analysis for Korean and US stocks through natural language queries. Enables users to analyze stock charts, search for tickers, and access technical indicators like RSI and MACD within Claude Desktop and other MCP clients.

@davoxi/mcp-server

Enables AI assistants to manage Davoxi voice agent platform resources such as businesses, agents, call logs, webhooks, analytics, and billing through natural language conversations.

kubopt

Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE — directly from Claude

Advanced HWP MCP Server

Enables comprehensive control of Korean Hangul (HWP) documents with 59 features including document manipulation, text editing, formatting, table operations, PDF export, and advanced automation capabilities like template filling and document structure analysis.

Strapi MCP Server

A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Meta Ads, enabling AI agents to automate SEO and marketing workflows.

ntfy-notify

Lets you send push notifications to your phone via ntfy, enabling alerts from scheduled tasks or direct messages.

Skolverket MCP Server

Enables LLMs to access Swedish educational data through Skolverket's open APIs, allowing users to search curricula, courses, schools, adult education programs, and analyze educational requirements and standards. Provides comprehensive tools for teachers, students, guidance counselors, and educational researchers to interact with official Swedish education data.

Yolfi

Yolfi Agent Kit for AI coding agents: receive crypto, SaaS payment, stablecoin checkout, payment links, payment status checks, webhook verification, and webhook-based access logic to applications through Yolfi

cPanel MCP Server

A comprehensive MCP server for managing cPanel hosting accounts through AI assistants. It supports DNS, email (DKIM/SPF), databases, domains, SSL, PHP, cron jobs, security, Git deployment, and more.

Confluence-Based Code Review MCP Server

An MCP server that performs code reviews by comparing local source code against design documents stored in Confluence. It integrates with Atlassian MCP servers to analyze documentation and provide suggestions for quality improvement based on design specifications.

ClaudeKit Blender MCP

Enables comprehensive control of Blender 3D from Claude Desktop, offering 26 tools for object manipulation, scene management, and material editing. It supports asset integration from platforms like Poly Haven and allows for direct execution of custom Python scripts within the Blender environment.

pop-pay

Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one-time flow protocol specifically designed for Agentic AI (e.g., Claude Code, OpenClaw). It enables agents to handle financial transactions safely without risking unlimited exposure of human-controlled credit cards.

BigQuery MCP server

A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.

Meetup Coordinator MCP

Analyzes KakaoTalk group chat texts to extract availability, rank options, draft polls, final notices, missing people, and split bill messages.

Windows-MCP

Enables AI agents to interact with Windows operating systems through native UI automation, file navigation, application control, and system commands. Provides seamless integration between LLMs and Windows environments for tasks like clicking, typing, launching apps, and capturing desktop state.

Adaptive Reasoning Server

An advanced MCP server that gives AI assistants persistent memory with machine-learning-powered semantic understanding, enabling branching memory, semantic search, and project analysis.

Mario AI Portfolio MCP Server

Provides structured tool access to Mario's portfolio data including skills, projects, experience, and services via 7 MCP tools.

Yelp Fusion MCP Server

Provides access to Yelp's business database for searching local businesses, retrieving detailed ratings and reviews, and performing market research through business counts. It enables users to look up businesses by location, category, or phone number using the Yelp Fusion API.

UltraMemory

Cross-tool memory for AI that enables deterministic recall-first memory across multiple tools (Claude Code, Desktop, ChatGPT, etc.) with honest abstention when it doesn't know.

mcp-server-code-extractor

Enables precise code extraction from 30+ languages using tree-sitter parsing, allowing AI assistants to retrieve functions, classes, and code snippets with accurate line numbers.

LUNA

ESP32-based Streamable HTTP MCP server with embedded Lua scripting engine. Bridges Claude AI to physical devices — telescopes (INDI protocol), sensors, BLE peripherals, and TCP devices. Flash-and-run binary distribution, no build required.

universal-memory

A vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "repetition tax" by transporting your context, preferences, and history across sessions. Features an auto-adaptation engine that syncs global instructions to ensure operational cohesion and optimize token usage across any LLM or multi-agent workflow.