Discover Awesome MCP Servers

ProductBrain

Connects AI assistants to a team's product knowledge base, enabling search, capture, and navigation of glossary terms, business rules, decisions, and relations via MCP.

MCP Dockhand

Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructure through AI assistants. It enables comprehensive control over containers, stacks, networks, and volumes across multiple environments and hosts.

Yandex Webmaster MCP

MCP server for the Yandex Webmaster API, enabling natural-language queries about site indexing, search queries, IKS, diagnostics, sitemaps, and external links, as well as actions like recrawling, from AI assistants such as Claude, Cursor, and Codex.

MCP ClickHouse

Enables database operations and cloud infrastructure management for ClickHouse, supporting querying databases with read-only safety controls and managing ClickHouse Cloud services through 50+ comprehensive tools.

deep-search-mcp

Performs comprehensive web searches by combining Google search with advanced content extraction using Mozilla's Readability algorithm.

loenn-mcp-delta

AI-powered Celeste map editor — A Model Context Protocol (MCP) server that brings full Celeste .bin map editing to Claude, GitHub Copilot, and other MCP clients.

MCP PDF Reader

A server that provides tools for reading and processing PDF documents, allowing users to list available PDFs and extract their content in Markdown format.

melrōse musical expression player

melrōse musical expression player

chatgpt-local-coding-agent

Enables ChatGPT web to interact with local Windows/WSL shell and code workspaces via an MCP server, providing file access, shell execution, and snapshot-based workspace management with per-command authorization.

Jumpserver MCP Server

mcp-jumpserver is the Model Context Protocol (MCP) server implementation for JumpServer.

Launch Engine

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.

MCP Confluence

A Model Context Protocol (MCP) server for integrating Confluence with OpenCode. Seamlessly search, read, create, and update Confluence pages directly from your AI coding agent.

sarup

Enables context compression for Claude Code with Thai language support, reducing token usage by 50-88% while preserving full recoverability of original content.

anki-mcp

Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assisted flashcard generation and sync. It supports multi-tenant, authenticated operations to add, search, and analyze cards in real Anki collections.

Maestro MCP

Maestro용 MCP 서버

ChainGuard

AI-powered MCP server that enables Claude Desktop to perform real-time blockchain crime detection and forensic analysis across Bitcoin, Ethereum, Hedera, and Solana networks through natural language conversations.

Claude Session Logger

A local MCP server that records completed tasks to daily JSONL files and promotes substantial work to a cumulative weekly Markdown worklog, providing persistent, searchable logs of AI-assisted productivity.

budget-mcp

A lightweight MCP server for managing personal finances locally. It allows users to log transactions, view summaries, manage categories, and interact with their budget via any MCP-compatible LLM client.

GDrive MCP Server

Enables Claude to perform comprehensive read and write operations on Google Docs, Sheets, and Drive folders. It supports file management, content searching, and provides resource access via custom URI schemes for seamless project context integration.

MCP Serp

An MCP server that provides structured Google Search capabilities including web, images, news, videos, maps, and local places via the AceDataCloud SERP API. It enables AI clients to perform localized searches and retrieve detailed information from the Google Knowledge Graph.

RevitMCP - Revit自然语言交互

Revit용 MCP 서버 및 플러그인

resume-tailor-mcp

An MCP server that tailors a resume to a job posting by providing fit scores, keyword extraction, and bullet rewrites.

ARI

An MCP server that provides live fair-market-value price comparisons and Ed25519 signed-receipt verification for x402/MPP services, enabling agents to sanity-check quotes and verify receipts.

Google Workspace MCP Server

Enables AI assistants to control Google Workspace services (Slides, Sheets, Drive) through natural language.

Universal Spec Architect

Enforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.

MCP Safari Server

A server that provides AI assistants programmatic control of Safari browser on macOS for web automation, testing, and debugging.

routeros-inspector-mcp

A constrained, read-only MCP server for MikroTik RouterOS inventory inspection and policy-backed audits.