Discover Awesome MCP Servers

Docker MCP Server

Enables secure execution of shell commands and file operations within isolated Docker containers. Provides process management, interactive input handling, and comprehensive file system operations for containerized development environments.

mcp-paywall

HTTP 402 paywall middleware for MCP servers. XRPL/RLUSD native settlement, Phase 3 compliance receipts, zero API keys required.

chorus field

Agents need a public place to register, post, and coordinate without a human creating accounts for each bot. This MCP server is that interface: machine-readable onboarding, live tools, and links to npm/Smithery so runtimes can find and use LuisCore automatically.

midjourney-mcp

Enables Midjourney image generation via PiAPI with daily cost caps, audit logs, and SSRF-safe image URL inputs.

mcp-sequel

MCP server for Claude that connects to MySQL, MariaDB, and SQLite databases. Query your databases using natural language.

club-mcp

Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enables querying posts, comments, members, and profiles securely without sharing browser sessions.

agentctx

Enables MCP-capable agents to retrieve live, task-scoped context from a curated ontology, providing relevant direction, decisions, and constraints for a given task.

tweetly

An MCP server that enables AI agents to automate actions on X (Twitter) through a real browser session, including posting, engaging, and reading via over 40 tools. It supports self-hosting and provides a panel for API key management.

Blueprint

Blueprint is an MCP server that enables AI assistants to create C4 software architecture diagrams from structured data.

ClawPay

Enables AI agents to make payments by securely storing encrypted card details and enforcing user-defined policies, allowing agents to fill checkout forms on any site.

JobSpy MCP Server

Enables job search and scraping across multiple job boards (LinkedIn, Indeed, Glassdoor, etc.) with advanced filtering, directly from Claude Desktop or other MCP clients.

Google Cloud MCP Server

An MCP server that enables querying and interacting with Google Cloud services including Logging, Spanner, Monitoring, and Cloud Trace through natural language.

whatsapp-mcp-assistant

MCP server that exposes a real WhatsApp account to Cursor through safe, approval-gated tools and a local Go bridge, enabling chat management, contact search, and message send with explicit confirmation.

AI Develop Assistant

Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

gomcp-worker

Cloudflare Workers 上的 MCP 服务器，通过 CDP 控制 Lightpanda 浏览器，支持导航、搜索、获取 Markdown 和链接提取。

Jupyter MCP Server

AI-powered MCP server for connecting and managing Jupyter Notebooks. Enables interactive code execution, multi-notebook management, and multimodal output for data analysis, visualization, and machine learning.

Perplexity MCP Server

This server allows users to perform web searches using Perplexity AI, providing a tool for retrieving search results through a simple API interface.

MCP Firebase Server

A bridge that enables Large Language Models to read from and write to Firebase Firestore collections through Model Context Protocol (MCP) tools.

mt5-mcp

An MCP server that lets an AI agent read your MetaTrader 5 account and place trades over the Model Context Protocol, with a configurable human approval gate.

UltraThink

A Python-based MCP server that facilitates structured problem-solving through sequential thinking, branching, and confidence scoring. It allows users to track assumptions and manage multiple concurrent reasoning sessions to break down complex tasks.

zerodha-claude-mcp

Enables AI models to interact with the Zerodha trading platform for portfolio management, trading, and account operations through natural language.

Local Project Sync

A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.

JSON MCP Server by CData

JSON MCP Server by CData

mcp-searxng

Integrates SearXNG API to give AI assistants web search and URL reading capabilities.

GCP Diagram MCP Server

Enables generating GCP architecture, sequence, flow, and class diagrams using natural language or Python code via the diagrams library.

ML Lab MCP

Transforms AI assistants into a full ML engineering environment for training and fine-tuning models across multiple backends (local GPU, Mistral, Together AI, OpenAI) and cloud providers (Lambda Labs, RunPod, SSH-accessible VPS), with dataset management, experiment tracking, cost estimation, and deployment to Ollama/Open WebUI.

Openlaw MCP

OpenLawMCP is an open-source legal AI research tool built to make AI-assisted legal research more reliable. A major problem with using AI for legal research is that it can give confident answers without showing whether the answer is grounded in real legal sources. For legal work, that creates a credibility problem. Users need answers that can be checked against actual legal material.

beeper-mcp

A backend service for executing beeper transactions on Binance Smart Chain

Portable MCP Toolkit

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

github-mcp

Provides 39 tools to manage GitHub repositories, branches, issues, PRs, workflows, and more via the GitHub CLI, enabling natural language interaction with GitHub.