Discover Awesome MCP Servers

agent-sandbox-mcp

Enables AI agents to create, manage, and execute code in isolated Firecracker microVM sandboxes via the MCP protocol, with support for sandbox lifecycle and file operations.

SAP Netweaver Gateway MCP Server by CData

This read-only MCP Server allows you to connect to SAP Netweaver Gateway data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

AppCrane

AppCrane is the self-hosted home for the apps your AI builds and your AI deploys. It exposes 35 appcrane_* MCP tools so any MCP client (Claude Code, Cursor, Codex) can run the full deploy lifecycle — create app, deploy to sandbox/production, manage secrets, stream logs, list releases, roll back — every action bound to a user and audit-logged. Enterprise SSO (SAML/OIDC/SCIM), Docker isolation per a

agent-quality-oss

An MCP server that provides 46 tools for construction quality management, enabling users to generate and review documents like ITP, NCR, and test reports using a domain ontology and legal standards.

youtube-transcript-mcp

Transcribe YouTube videos for LLM chat applications. Supports fetching transcripts in multiple languages and includes an ad-removal instruction.

mcp-ssh

An MCP server for SSH connections through JumpServer, supporting persistent sessions, multiple bastions, and hot-reload configuration.

code-review-mcp

An MCP server that provides local code quality analysis for AI coding assistants, supporting file analysis, git diff review, and full project scanning with quality scoring.

crossmem

Unified search across all Claude Code and Gemini CLI memories, enabling AI assistants to recall and save cross-project knowledge via an MCP server.

Browser Manager MCP Server

Enables comprehensive browser automation and control through Playwright, including launching browsers, managing tabs, web navigation, element interaction, and screenshot capture. Supports detecting and controlling external browsers with remote debugging capabilities.

wechat_oa_mcp

Enables management of WeChat Official Account content, including creating, publishing, and deleting drafts and materials, through MCP tools.

Obsidian MCP for ChatGPT

This MCP server bridges ChatGPT web with an Obsidian vault, allowing ChatGPT to read and write notes via the Obsidian Local REST API.

tggroupMCP

Enables interaction with Telegram groups via MTProto, including message retrieval, sending, and semantic search with RAG support.

Remote MCP Server Authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with AI Playground and Claude Desktop.

Latvian Data Protection MCP

Enables querying Latvian data protection regulations, decisions, and guidelines from the DVI directly from MCP-compatible clients.

Harbor MCP Server

Enables AI models to interact with Harbor container registries to manage projects, repositories, and system configurations in real time. It provides a suite of tools for monitoring health, retrieving statistics, and performing searches across registry data.

Google Spanner MCP Server by CData

This read-only MCP Server allows you to connect to Google Spanner data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

MCP SSH Proxy

A human-in-the-loop SSH bridge for AI agents that requires approval for every command before execution on configured servers.

odin

Provides a specification-driven workflow layer for AI-assisted coding, enabling agents to follow an explicit 11-phase feature workflow with checkpoints, artifacts, and quality gates.

Minecraft Bedrock MCP Server

A TypeScript-based server that enables AI-powered control of Minecraft Bedrock Edition through 15 powerful tools for player movement, agent operations, world manipulation, and building complex structures.

MCP BaoStock Server

提供股票数据查询的MCP服务器，支持股票信息、K线历史、财务指标等市场数据获取。

MCP Journaling Server

The MCP server transforms chats with Claude into journaling sessions, saving conversations locally and allowing the LLM to retrieve previous sessions to create continuity in discussions about daily activities.

vitals

Exposes personal health data (recovery, sleep, strain, etc.) as MCP tools for AI agents to query and analyze.

Quickbooks MCP Server

Model Context Protocol (MCP) server implementation for Intuit Quickbooks.

token-diet

An MCP server that reduces token usage by injecting graph-ranked repo maps, decision logs, and diff-only output into AI coding tool requests.

Crawl4ai MCP Server

一个模型上下文协议服务器，它使用 Crawl4ai 提供网络爬取功能。

MCP LLM Generator v2

Production-ready MCP server enabling LLM text generation, template management, context-aware conversations, and memory storage with enterprise quality assurance.

CodeGraph

Enables AI agents to search code by meaning, explore codebase structure, store and query knowledge with temporal facts, and read source code through a set of MCP tools.

MCP OCR Server

Extracts text from images using Tesseract OCR with support for local files, URLs, and raw image bytes. It provides production-grade OCR capabilities and multi-language support through the Model Context Protocol.

RunContext

Enables AI agents to understand and query your database safely by providing a semantic layer of metadata, with tools to search, explain, validate, and generate safe SQL.

Calibre MCP Server

Enables searching and reading books from your Calibre ebook library through MCP. Supports title, author, and full-text search across multiple formats with lightweight Windows-optimized implementation.