Discover Awesome MCP Servers

RankOracle

SEO Intelligence MCP Server — 13 tools for keyword research, SERP analysis, domain audits, competitor gaps, on-page optimization. Part of ToolOracle (tooloracle.io).

mcp-paperswithcode

Papers With Code MCP — browse ML research papers and their code repositories.

repomind

MCP server for codebase intelligence. Point it at any public GitHub repo to ask questions about code with cited answers, search code, files, symbols, and repo stats.

SmartShift MCP

Enables management of work schedules through KakaoTalk native calendar integration. Users can generate, input, and distribute work schedules with compliance to labor laws.

approval-gate

MCP server that provides human-in-the-loop approval for risky AI agent actions, with durable state and audit logs.

bible-mcp

An MCP server for Christian scholarship and research, providing read-only access to a SQLite corpus of 66-book BSB and 83-book WEB Bibles, original-language Greek/Hebrew word studies with Strong's and morphology, cross-references, patristic citations (Irenaeus, Justin Martyr, Apostolic Fathers), verse alignments, semantic and hybrid search over ~55,800 embeddings, and multi-work passage retrieval, interlinear lookup, and research-brief synthesis prompts.

mcp-environtment-browser

MCP server acting as a credential vault and browser execution broker, letting AI agents perform browser tasks (login, scraping, etc.) without exposing raw credentials, with per-tab billing and a monitoring UI.

mcp-cursor

Cursor IDE에 프롬프트를 보내기 위한 MCP 서버

MCP Airlock

Enables secure, zero-trust access to MCP tools through short-lived, signed capability leases that bind tool execution to specific sessions, intents, and constraints. Prevents prompt injection attacks and privilege escalation with dynamic risk scoring, policy enforcement, and tamper-evident audit logging.

trocco-mcp-tools

Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart audit information retrieval.

mssql-localdb-mcp

A Rust MCP server for SQL Server Express LocalDB on Windows, enabling AI agents to create and manage LocalDB instances, run T-SQL scripts, and find/attach loose database files.

avito-scraper

MCP server for searching and retrieving details from Avito listings, enabling integration with Claude Desktop.

Web Search

Exa API를 사용하여 AI 어시스턴트에 실시간 웹 검색 기능을 통합하고, 포맷된 마크다운 결과와 함께 기본 및 고급 검색 기능을 제공하는 MCP 서버.

Code Box

A self-hosted MCP server providing stateful code execution (Python/JavaScript) with SQL query support, file I/O, and artifact management, replacing Azure Code Interpreter.

sql-analyst-agent

Enables natural language querying of SQLite databases through a secure MCP server that writes, runs, and explains SQL with a three-layer read-only guarantee.

BrowserMCP

Enables MCP clients to connect to a local Bridge that forwards calls to browser-based web apps, allowing usage of Web APIs like JavaScript, Web Workers, and IndexedDB as MCP resources.

MCP2OSC

Enables natural language control of OSC (OpenSoundControl) messages, allowing users to generate, interpret, validate, and debug OSC messages through an LLM interface for parametric control of multimedia devices.

App Factory MCP

An orchestrator MCP server that takes a plain-language app description and guides agents through a full workflow from intake to deployment, including design, audit, and maintenance.

MCP Browser Tabs Server

MCP 프로토콜을 통해 Google Chrome 탭과의 상호 작용을 활성화하여 클라이언트가 AppleScript를 사용하여 macOS에서 탭 정보를 검색하고 제어할 수 있도록 합니다.

Principal Architect Service

A comprehensive MCP server for managing product initiatives, architecture decisions, requirements, and releases, enabling AI tools to interact with architectural documentation and planning.

PlexMCP

An MCP server for Plex Media Server that enables natural language interaction with your media library, including search, browse, and chat features via an optional web app.

scraper-api-mcp

Enables AI assistants to access structured public web data (profiles, posts, videos, etc.) from social networks and directories via natural language, by forwarding tool calls to the scraper-api.com API.

MCP WebResearch

An AI-ready MCP server that performs intelligent web searches using SearxNG and Playwright, with one-step Docker setup.

Alibaba Cloud Operations MCP Server

An MCP server for Amazon Q CLI that supports operations on Alibaba Cloud services including ECS, VPC, RDS, OSS, CloudMonitor, and OOS.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely by MCP clients like Claude Desktop or the Cloudflare AI Playground.

Yuque MCP Server

Enables searching and retrieving detailed document content from the Yuque platform through its API. It allows AI models to search for documentation and knowledge bases by keywords and access specific document details.

Gemini API with MCP Tool Integration

MCP 서버에서 날씨 데이터를 가져와 자동화된 예보를 제공하는 AI 에이전트입니다. 날씨 관련 애플리케이션에 통합하는 데 이상적입니다.

0rca Dojo MCP Server

Enables AI agents to browse, match, and hire agents from the 0rca Swarm Dojo marketplace, including task creation and result retrieval.

MCP Spine

A local-first middleware proxy that proxies multiple MCP servers through a single entry with schema minification, semantic routing, security hardening, and state guard.