Discover Awesome MCP Servers

Things MCP

Read-only MCP server for Things 3 to retrieve completed tasks by date, weekly summaries, and project reports for analysis and reflection.

Linkup Company Research MCP

Provides 17 research tools for comprehensive company intelligence, covering aspects like overview, products, financials, and competitors. Supports both natural language answers and structured JSON output for automation.

A2A MCP Server

An MCP server that enables Claude Desktop to communicate with A2A protocol agents, allowing Claude to access extended capabilities through agent interactions.

Frappe MCP Server

Allows AI assistants to interact with Frappe applications through the official REST API, enabling document CRUD operations, schema handling, and detailed API instructions.

Modular RAG MCP Server

A pluggable and observable Retrieval-Augmented Generation framework that exposes hybrid search and document management tools via the Model Context Protocol. It features a complete ingestion pipeline with multi-modal support, automated evaluation using Ragas, and a Streamlit dashboard for real-time tracking.

proxyllm-mcp

MCP server for ProxyLLM, the OpenAI-compatible LLM gateway, enabling live model catalogs, plan-savings calculations, routing key management, and autonomous account signup.

BigContext MCP

Enables working with large documents of any size by intelligently segmenting them and using TF-IDF search to retrieve only relevant fragments, preventing context window saturation. Provides 31 domain-agnostic tools for document ingestion, semantic analysis, epistemological validation, and extraction verification across formats like PDF, EPUB, and HTML.

YouTube Transcript Server

특정 언어 지원을 통해 유튜브 비디오에서 트랜스크립트(대본)를 검색할 수 있도록 하는 모델 컨텍스트 프로토콜 서버.

Advanced MCP Server

Provides AI coding agents with a secure, sandboxed environment for executing coding tasks including file operations, command execution, and testing. Features session management, policy enforcement, and Docker-based sandboxing for safe code execution and development workflows.

UTCP Documentation MCP Server

Assists AI coding agents in understanding and implementing UTCP by providing documentation search, manual validation, code generation, OpenAPI conversion, and an LLM-powered expert agent.

Muzaic MCP Server

Enables generating AI-powered soundtracks for videos via Muzaic AI from any MCP client.

mcp-browser

Exposes Playwright browser automation as MCP tools, enabling AI assistants to control a real browser tab-by-tab for form filling, navigation, and more, while preserving the user's active session.

SQL Query Optimizer

Analyzes SQL queries for performance issues, provides optimization suggestions with automated rewriting, and recommends indexes across multiple database dialects (PostgreSQL, MySQL, Oracle, SQL Server).

Excel MCP Server

Reads Excel files and returns each sheet's content as CSV text. Enables AI models to extract data from Excel spreadsheets via natural language.

lutris-source-mcp

Closes the find-download-install loop for lutris-mcp by searching Prowlarr, downloading via qBittorrent, polling until complete, classifying the result, and returning a path for installation.

MCP Gateway

Model Context Protocol (MCP) 도구 호출을 기존 HTTP API 요청으로 변환하는 서버입니다. 이를 통해 설정 가능한 매핑을 통해 기존 HTTP API를 MCP 영역에 통합할 수 있습니다.

local-llm-mcp

MCP server connecting Claude Code to LM Studio, delegating token-expensive tasks to a local model while keeping the cloud model in control. It reduces cloud context usage by reading files locally and returning only the processed results.

brain-mcp

MCP server exposing personal knowledge base tools, including save, search, get, context, link, and feedback, backed by brain-cli's SQLite database.

random-web3-mcp

RandomWeb3MCP는 EVM 블록 해시를 기반으로 하는 랜덤 요소 생성 서비스입니다. 이 서비스는 게임, 금융, 테스팅 및 기타 분야에서 사용될 수 있는 다양한 랜덤 요소 생성 도구를 제공합니다.

ppt-mcp

An MCP server that provides real-time control of Microsoft PowerPoint via COM automation, enabling AI agents to create and edit presentations with 155 tools across 26 categories.

Notion Server

Notion API를 위한 MCP 서버로, Claude가 Notion 작업 공간과 상호 작용할 수 있도록 합니다.

remote-mcp-server-authless

A remote MCP server deployed on Cloudflare Workers without authentication, allowing users to create custom tools and connect to MCP clients like Cloudflare AI Playground and Claude Desktop.

Yandex Cloud MCP Server

MCP server for managing Yandex Cloud infrastructure including Compute VMs, Object Storage, Serverless Functions, and Operations.

Perforce Agentic Gateway

A local MCP gateway that allows AI clients to manage and interact with multiple MCP servers through a single connection, providing token-efficient access to tools and resources.

Dependency Tracer MCP Server

Maps function and component dependencies in Haskell and ReScript codebases, providing LLMs with a real dependency graph for accurate test generation and change-impact analysis.

Notion MCP Server

An MCP server that enables natural language interaction with the Notion API, allowing users to search, comment, create pages, and access content within their Notion workspace.

AnchorDB

An MCP server that stores notes attached to specific code locations and keeps them attached as code moves, enabling coding agents to read context before editing and leave handoff notes for future sessions.

vault-graph-mcp

Enables AI agents to explore and analyze a markdown vault as a traversable knowledge graph, with tools for searching, traversing, and finding implicit semantic connections between notes.

MCP Server Kickstarter

A CLI tool to scaffold and manage new MCP-compatible server projects with uv, including virtual environment setup, dependency management, and VS Code integration.