Discover Awesome MCP Servers

Solr MCP

모델 컨텍스트 프로토콜을 통해 AI 어시스턴트가 아파치 솔라 인덱스에 대해 하이브리드 검색 쿼리를 수행할 수 있도록 지원하는 파이썬 서버입니다. 키워드 기반의 정확성과 벡터 기반의 의미론적 이해를 결합합니다.

DeepPane MCP Server

The official stdio MCP server for creating DeepPane focus spaces and reading user-authorized focus history summaries.

Simple MCP Server

A TypeScript starter template for building MCP servers with example tools (echo, math operations, time, flight status) and resources (server info, greetings). Provides a modular architecture for easily extending with custom tools and resources.

CodeFlow MCP Server

Enables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.

Shopify MCP Server

Enables interaction with Shopify stores through the GraphQL Admin API. Supports product management, customer data, order queries, blog/article management, and store-wide search capabilities through natural language.

mcp-vision-server

OpenAI-compatible vision MCP server with 14 provider presets that enables MCP clients to analyze images, including screenshots, text, and UI mockups, via a single analyze_image tool.

Strata Memory MCP Server

Enables AI agents to manage hierarchical memory with Markdown-based storage, tiered architecture (L0-L3), and hybrid retrieval for transparent and persistent context.

RealityScan MCP

Enables AI agents to control the RealityScan photogrammetry pipeline (align, mesh, texture, export) either headless or through a visible GUI, and includes a 360° video to perspective frames converter for pre-processing equirectangular and YouTube EAC content.

mcp-opencode

Enables querying a local PostgreSQL database via MCP tools, such as testing connection and listing clients.

smspm-mcp

MCP server for sending SMS via the SMSPM API. Send transactional SMS from Claude Desktop, Cursor, Windsurf, Cline, or any MCP client.

Glitch MCP

Connects AI developer tools to the Glitch Agent service for game marketing tasks such as Steam analysis, influencer outreach, PR planning, and approval workflows.

WorkplaceSearchAgent MCP Server

Enables AI agents to search, retrieve, and summarize content from workplace tools including Google Drive, Notion, Slack, and Confluence through secure Model Context Protocol.

Trunk.io MCP Server

Connects AI applications to Trunk Flaky Tests for root cause analysis of flaky tests and setup of test result uploads.

Pornhub MCP Server

Provides real-time statistics and market insights for the adult entertainment industry using data from major platforms and Google Trends. It enables users to analyze performer rankings, platform analytics, and global search trends through natural language queries.

YetiBrowser MCP

An open-source alternative to BrowserMCP that enables AI assistants to interact with web pages through a Chrome extension. Provides browser automation capabilities without closed-source dependencies by bridging MCP clients to active Chrome tabs.

jenkins-mcp-enterprise

A Jenkins MCP server for multi-instance build management, log inspection, failure diagnostics, and optional vector search.

YouTube MCP Integration

표준화된 도구를 통해 LLM이 유튜브를 검색하고, 비디오 정보를 가져오며, 비디오 스크립트에 접근할 수 있도록 하는 MCP 서버입니다.

Uber Eats MCP Server

Allows AI assistants to browse menus, manage carts, and place orders on Uber Eats through natural language commands.

Veo 3.1 MCP Server

Enables high-quality AI video generation using Google's Veo 3.1 model for text-to-video, style-guided, and frame-interpolation tasks. It features token-efficient reference image handling, batch processing, and video extension capabilities with built-in cost estimation.

FableCut

FableCut is a Premiere-style non-linear video editor that runs entirely in your browser — and exposes its whole timeline as one JSON document. Edit it by hand, from the UI, or let an AI agent (Claude Code, Claude Desktop, or anything that speaks MCP/REST) cut your video for you while you watch the timeline update live.

ChatGPT Web Image MCP

A local MCP/CLI tool that uses a Chrome profile with an active ChatGPT web session to submit image generation prompts and return saved images as MCP content.

Claude Ops Investigator

Enables read-only Kubernetes incident investigation through MCP tools for listing pods, describing resources, fetching logs, and searching runbooks.

export-regulation-mcp

Provides tools to access Japanese export control laws, annexes, and user lists via e-Gov API, enabling real-time compliance checks for dual-use goods.

Strava Coach MCP Server

Enables AI assistants to access Strava running data, route planning, and weather information for intelligent running coaching.

GitHub MCP Server

Provides 29 Git operations and 11 workflow combinations for AI assistants and developers, enabling comprehensive Git repository management through a standardized interface.

Cam Encoder Designer FreeCAD MCP

Enables AI assistants to generate and inspect radial cams, barrel cams, and optical encoder discs in FreeCAD through MCP tools such as generate_cams and freecad_screenshot.

wp-cli-mcp

MCP server that gives AI tools full WordPress management via WP-CLI. 30+ tools for themes, plugins, posts, menus, users, database, scaffolding, and cache. Works locally or over SSH.

mdl-train-mcp

An MCP server for monitoring and managing training jobs on Modal. Built for LLMs that need to check on long-running GPU training without drowning in log output.

Terrain

Terrain indexes entire codebases into a queryable knowledge graph, providing AI coding assistants with precise function signatures, call graphs, and semantic search across all code.

Meadow Vet Care MCP Server

Enables querying a veterinary clinic's services, summary, and availability from live data.