Discover Awesome MCP Servers

LLM Jukebox

Enables LLMs to search YouTube for music, download videos as MP3 files, and play audio with playback controls.

Azure Data Explorer MCP Server

镜子 (jìng zi)

commerce-ops-mcp

Enables investigating delayed e-commerce orders by searching orders, retrieving order context, diagnosing delay causes, and recommending resolutions through natural language.

Python MCP Server

Exposes basic arithmetic and greeting tools, a queue status resource, and a queue analysis prompt, demonstrating MCP server-client interaction over stdio.

urmusic-mcp

A personal MCP server that analyzes your Spotify streaming history locally, enabling queries, artist insights, and recommendations using a local SQLite database.

EarSay MCP

Provides voice transcription control and polling for MCP-compatible agents, enabling start/stop/pause/resume and retrieval of new text via tools.

desrid-html-to-figma

This MCP server lets AI agents connect to Figma to read, analyze, create, and modify designs, including elements, styles, assets, and code generation. It works with free Figma accounts and supports parallel multi-agent use across MCP-compatible clients.

Playwright MCP Server

Enables web browser automation through Playwright, providing tools for navigation, element interaction, screenshot capture, and accessibility snapshots. Uses streamableHttp transport for seamless integration with MCP clients.

mcp_supervisor_py

A Python scaffold for an MCP-style supervisor that breaks user tasks into steps, routes them to workers, retries on failures, and aggregates outputs.

ThinkingData MCP

Enables AI to interact with ThinkingData analytics through a read-only MCP service, supporting event/property queries, event analysis, retention analysis, and safe SQL execution.

Investo

An AI investment-analysis MCP server that analyzes companies (Indian NSE/BSE or global) by gathering public financial data and producing a comprehensive report including financials, ratios, DCF valuation, economic moat, risks, and a 0-100 investment rating.

@bestimmaa/posprint-mcp

MCP server for printing POS receipts via CUPS printers, supporting a two-step confirmation flow with preview.

envious-canvas

An MCP server that turns Claude into a full image production studio, enabling creation, editing, resizing, and brand-consistent asset generation across multiple platforms.

codeembed

Embeds your codebase into a local vector and graph database and exposes it as an MCP tool, enabling AI assistants to perform fast semantic search over your code using Graph RAG.

veto

Veto MCP — gives every major AI CLI (Claude Code, Codex, Gemini, Cursor, Windsurf) a council of 49 specialist agents + 93 tools. Deterministic-first, self-learning, no API keys.

Rossum MCP Server

A Model Context Protocol server that provides AI agents with read-only access to Rossum API resources (queues, schemas, hooks, workspaces) for analysis purposes.

LinkedIn Job Scraper MCP Server

Enables AI assistants to search, filter, and extract job listings from LinkedIn using an automated headless browser with semantic AI filtering and deduplication.

Soccer V3 Scores MCP Server

An MCP server that enables agents to interact with soccer data including scores, matches, players, and teams using the sportsdata.io Soccer V3 Scores API.

gh-mcp

Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.

EndpointRead-MCP

A read-only MCP server for Microsoft Intune and Entra ID that enables list, get, search, and reporting operations for tenant visibility, audits, troubleshooting, and health reporting without write actions. It includes authentication helpers, report exports, and metadata discovery tools.

govtenders-mcp

MCP server for searching government tenders from CanadaBuys and SAM.gov with free stats and paid search, latest, and AI matching tools using x402 micropayments.

Safe Hands

An MCP server that governs AI agent commands to physical robot arms, enforcing Asimov's Three Laws through Cedar authorization policies to prevent unsafe actions.

ryogena-pubmed-mcp

Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, exploring citation graphs, and finding author publications without requiring an API key.

nf-core MCP Server

使用户能够管理和浏览 nf-core 生物信息学流程仓库，允许对流程配置、工作流程和模块执行列表、搜索和探索操作。

TolstoyMCP

Tolstoy MCP for AI-native ecommerce brands: Studio generates marketing videos and images, Library manages your media library, shoppable widgets, and ads, and Shopper searches products across brand stores with virtual try-on.

MCP Server

A FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.

Jij MCP Server

A server that provides tools and utilities to support the implementation of Jij Modeling, featuring easy configuration and an extensible architecture for custom modeling workflows.

My MCP Server

A template for deploying and monetizing MCP servers on Apify, supporting stdio and streamable HTTP transports with authentication and pay-per-event billing.

Document Search MCP Server

A local MCP server providing read-only access to documents like Word, PDF, Excel, and images, with file listing, reading, and metadata extraction.