Discover Awesome MCP Servers

MCP-Server-data

Enables AI agents to query a SQLite database using natural language through the Model Context Protocol (MCP). Includes security guardrails that block destructive SQL operations.

AI Project OS MCP

Enforces engineering governance for AI-driven software projects, ensuring state over prompt, freeze over generate, and audit over output through the 5S workflow.

electron-test-mcp

Enables AI models to test and interact with Electron applications using Playwright, supporting CDP connection and app launch modes.

exo

An MCP server that ingests various data sources and uses LLMs to compile them into structured knowledge pages, enabling hybrid search and integration with AI coding tools like Claude Code and Cursor.

Evolved

An MCP server that provides the complete operations brain of an industrial-services company, enabling agents to manage quoting, booking, invoicing, safety, and finances end-to-end.

Studio MCP Clarifying Questions Server

Generates AI-powered clarifying questions for user task requests using Claude, helping gather detailed requirements about tech stack, architecture, deployment, and project scope through categorized, contextually relevant questions.

expense-tracker-mcp-server

Enables users to manage personal finances using natural language, including tracking expenses, income, budgets, and generating financial summaries.

OFFX-MCP

Bridges AI agents to a Docker-isolated Kali Linux environment over SSH, exposing 29 security tools as MCP tools with OPSEC enforcement and multi-agent coordination.

local-first-mcp

Exposes locally-built AI tools to Claude, enabling article summarization, promo generation, and semantic search over an Obsidian vault.

appwrite-console-mcp

Provides root access to all Appwrite projects, enabling management of projects, organizations, and direct API calls to the console or any project via a single MCP tool.

browser-ocr-mcp

Extracts text from images and browser screenshots locally using Tesseract.js, without sending image data to the LLM.

patchwork-deepmind

MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time control over synth parameters via MIDI NRPN, plus edit-buffer snapshots via SysEx.

Telegram MCP Server

A Telegram integration for Claude, Cursor, and other MCP-compatible clients. It exposes over 80 tools for account, chat, message, contact, media, folder, and admin operations through the Model Context Protocol.

Sumo Logic MCP Server

Enables interaction with Sumo Logic's REST APIs through MCP, allowing log search, dashboard management, metrics querying, collector and monitor operations.

OCR MCP Service

Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.

Sutta MCP

Connects Claude with SuttaCentral to answer Buddhist questions with scriptural citations.

Podbean MCP Server

An MCP server that enables managing podcasts through the Podbean API via natural language conversations, including episode management, analytics, and podcast information retrieval.

MCP S3 File Uploader

Enables secure file uploads to Amazon S3 with progress tracking and presigned URL generation. Provides automatic UUID-based file naming and time-limited access URLs for uploaded files.

Watch the tutorial video on how to create an MCP server from

Máy chủ Torobjo MCP là một triển khai mạnh mẽ của Giao thức Ngữ cảnh Mô hình (MCP) cho việc tìm kiếm sản phẩm và phân tích Instagram. Nó tích hợp với Torob API để tìm kiếm sản phẩm và trích xuất chú thích từ Instagram, có thiết kế dạng mô-đun để dễ sử dụng và hiệu suất được tối ưu hóa.

mcp-pop-up

Enables a local LLM to ask the user for guidance via a native desktop pop-up dialog, with configurable options and multiple-choice or free-text input.

Tax Client Intake & Appointment Optimization MCP Server

Streamlines tax professional workflows by automating conversational client intake and generating personalized document checklists based on specific tax situations. It includes tools for calculating case complexity and routing clients to appropriate specialists to optimize appointment throughput.

vshulcz/deja-vu

Indexes the session histories Claude Code, Codex CLI and opencode already write into a local searchable memory. MCP recall tools, session-start auto-recall, secret redaction at index time, cross-machine sync over SSH.

Super Windows CLI MCP Server

Một máy chủ giao diện dòng lệnh cung cấp quyền truy cập hệ thống không hạn chế vào môi trường Windows với các đặc quyền cấp SYSTEM, cho phép kiểm soát hoàn toàn các tệp, quy trình và cài đặt cấu hình.

Caduceus Memory MCP

A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware agents, providing a durable memory layer with Markdown files and SQLite fact store.

GSTD A2A MCP Server

Enables AI agents to participate in a decentralized network, earn GSTD tokens by performing computational tasks, and communicate via the A2A protocol.

TabSplitAI

Splits AI coding workflows into plan, implement, review, and evaluate steps, routing each to a different AI subscription to manage costs and prevent budget overuse.

awesome-coolify-mcp

Enables managing multiple self-hosted Coolify instances via MCP, with tools for deploying, monitoring, and emergency operations.

MCP-AI-Gateway

Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and local Ollama providers, with OpenAI-compatible APIs, MCP tools, fallback/racing router, monitoring, and web dashboard.

esp-component-registry-mcp

MCP Server for ESP Component Registry (