Discover Awesome MCP Servers

Chaos Mesh MCP Server

An MCP server for Chaos Mesh fault injection, optimized for AWS EKS with namespace support, enabling pod, network, and host-level chaos experiments.

Turjuman

Open-source, self-hosted translation management system with an MCP server that enables AI agents to manage projects, locales, keys, and translations via natural language, and includes a CLI for deterministic file syncing.

taobao-mcp

An MCP server that exposes browser automation tools and Taobao product search/detail lookup via Playwright. It requires a logged-in Taobao session and is best-effort scraping, not an official API.

DETRAN BA: Licenciamento

Enables querying DETRAN BA vehicle licensing information from the official source via a read-only MCP server. It works with any MCP client over HTTP using pay-per-use credits.

RealVest Real Estate MCP Server

The RealVest MCP (Model Context Protocol) server enables AI assistants like Claude to use all 31 of our professional calculators and access our educational resources directly in your conversations. From basic affordability to advanced portfolio analysis, Monte Carlo simulations, and tax optimization

arXiv MCP Server

A Model Context Protocol server that enables natural language interaction with arXiv.org, allowing users to search, retrieve metadata, download PDFs, and load scholarly articles into LLM context.

shop-db MCP Server

Gives AI agents read-only analytical access to an e-commerce SQLite database (customers, orders, order_items, products) via SQL queries, table listing, and schema inspection.

hevy-mcp

Unofficial MCP server for Hevy that lets AI assistants design training programs, create routines directly in your Hevy account, and analyze logged workouts.

Google Docs MCP Server

Connects Claude to Google Docs, allowing users to list, read, create, update, search, and delete documents in their Google Drive through natural language interactions.

ceph-doc-kb

Enables semantic and keyword search of Ceph documentation with version-aware, component-scoped indices, supporting command lookup and code example retrieval.

mcp-esa-server-python

A Python-based MCP server that enables users to interact with the esa.io API for documentation management. It provides tools for retrieving user information and performing full CRUD operations on articles.

ghl-context-mcp

Enables AI agents to pull focused GoHighLevel context before talking to a contact, including contact lookup, timeline summaries, pipeline positions, and appointments, with optional guarded writes. It helps agents brief themselves on a person without exposing raw CRM API noise.

repo-contract

An MCP server that enforces repository governance rules for AI coding agents, providing tools to validate plans, diffs, and scan for architectural and safety violations.

LanternFS

Enables MCP clients like ChatGPT to securely access and manage a controlled local directory over a remote, OAuth-protected endpoint, with configurable filesystem roots and ngrok tunneling.

Germany Intelligence MCP

An evidence-based career intelligence layer for the German software job market, exposed to Claude as an MCP server.

ablaut-mcp

Enables AI agents to conjugate verbs in 14 European languages via a hosted Rust API, requiring only a free API key.

@docweave/mcp

Write and read PDF documents via MCP: generate PDFs from HTML, URLs, or templates, and extract text from PDFs with OCR support.

Thermal Sentinel MCP Server

Enables AI agents to monitor urban heat risk, detect heat waves and anomalies, and generate alerts with urban-planning recommendations via the FortyGuard Temperature API.

MCP Chat Adapter

用于使用 OpenAI 兼容聊天端点的 MCP 服务器

bow-products-mcp

MCP server and CLI for Bow Beauty admins to populate, enrich, and validate the products catalog without leaving the editor, exposing admin-only endpoints for AI ingestion, recommendation testing, and full CRUD operations.

DesignPin MCP Server

Enables AI assistants to push HTML prototypes to DesignPin for team review and retrieve reviewer feedback.

undo-mcp

A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots file states before modifications, deduplicates unchanged checkpoints, and enables lightning‑fast restoration so you can experiment confidently with AI‑driven edits.

mcp-aws-cost-doctor

Read-only AWS cost diagnostic server that enables AI agents to detect idle resources and orphaned assets, surfacing potential savings via boto3 describe calls.

MCP Python Examples

Provides two MCP server examples in Python: a minimal greeting tool and a weather tool that fetches real-time data from Open-Meteo API.

MCP Adapter Implementation Example

Enables WordPress content management (posts, metadata, taxonomies, Gutenberg blocks) via the Model Context Protocol, demonstrating MCP Adapter integration patterns.

Python MSSQL MCP Server

Enables Language Models to interact with Microsoft SQL Server databases by inspecting table schemas, executing SQL queries, and reading table data through a standardized Model Context Protocol interface.

unreal-engine-mcp

An MCP server that gives AI agents broad control over Unreal Engine 5.7, enabling actor/asset/level management, Blueprint and material creation, screenshots, automation, and arbitrary editor Python execution.

ModMind MCP Server

Provides a local stdio MCP interface that forwards tool calls to an already-running ModMind bridge for Minecraft automation.

flow-codeblock

Enables safe, remote execution and management of user JavaScript scripts through a Rust-based backend, with change preview and confirmation before applying updates.