Discover Awesome MCP Servers

humantext-mcp-server

AI text detection and humanization for Claude Code, Cursor, and Windsurf. Check if text sounds AI-generated, improve it to read naturally, and verify results — all without leaving your editor.

andish-mcp

Enables MCP-compatible clients to search and query a team knowledge graph, retrieve document context, upload files for indexing, explore entities and connections, and monitor workspace usage and server health.

Shopify MCP Server

Provides full access to the Shopify Admin GraphQL API through 75 tools for managing products, orders, customers, inventory, and analytics. It supports both static token and OAuth authentication while featuring cost-aware rate limiting for efficient store management.

Doc MCP Server

Enables AI agents to generate PDFs from Markdown or URLs, extract text, merge documents, and perform text conversions via the Model Context Protocol.

Markdown-To-Notion

An MCP server that converts Markdown content to Notion API-compatible formats, suitable for content management and development integration.

mcp-quant-engine

A quantitative finance MCP server providing 24 tools for option pricing, portfolio optimization, risk measurement, fixed income analysis, and utility functions, enabling AI clients to perform professional financial calculations.

@lastbluetape/mcp-server

Enables AI assistants to create, manage, and track punch lists for construction and renovation projects through the LastBlueTape API.

ellmos-codecommander-mcp

Developer-focused MCP server for code analysis and local engineering workflows. Provides tools for JSON repair, encoding fixes, import organization, format conversion, diff inspection, and regex testing.

GitLab API MCP Server

Enables AI assistants to interact with the GitLab API, providing over 1000 tools for managing groups, projects, users, and more through natural language.

mcp-data-texas

Enables searching and querying Texas open data from data.texas.gov via the Socrata SoQL API, supporting dataset discovery, filtering, and metadata retrieval without an API key.

nodemaven-mcp

MCP server that lets AI agents route web requests through NodeMaven residential and mobile proxies, with tools for geo-targeted fetching, proxy checking, and location/usage queries.

wxpush-mcp

Wraps WeChat push capability as MCP tools, allowing users to send WeChat template messages and check health via Claude clients.

SpinQit MCP Tools

SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ Cloud, enabling QASM circuit submission, platform discovery, and quantum task result retrieval through the Model Context Protocol.

Hands-on MCP (Message Control Protocols) Guide

MCP 基础 (MCP jīchǔ)

OmniDocs RAG

Enables AI agents to index and search local files, websites, GitHub repos, and packages using hybrid retrieval with reranking, all through IDE chat.

arena-mcp

Enables interaction with Are.na channels and content through natural language, using the Are.na API.

FIX MCP Server

A production-grade MCP server for FIX protocol trading operations that enables order management, session repair, and algorithmic execution. It provides specialized tools for monitoring session health, managing ticker reference data, and executing complex trading scenarios.

memorry

A local-first MCP memory server that stores facts in SQLite with FTS5 full-text search, supports projects and pinned records, and optionally syncs to Obsidian, all without external API calls.

edge-tts

An MCP server integrated with Microsoft Edge's high-quality speech synthesis capabilities, supporting multilingual speech generation, audio merging, and cloud storage.

fast-browser-mcp

Adds persistent QA state to browser automation, enabling AI agents to maintain session-scoped artifacts and generate reports across multiple steps.

Boston Core MCP

An MCP server that provides safe, read-only access to Boston's open data portal, enabling natural language exploration of civic datasets.

DoorDash over text

Enables ordering DoorDash via Poke over text, with tools for restaurant discovery, cart management, promo application, and order submission requiring explicit user confirmation.

Datapoint MCP

Enables AI agents to recruit real humans for evaluation tasks like surveys, A/B tests, and ratings on text, images, audio, and video, returning aggregated results directly into the conversation.

ga4-viz

Enables interactive Google Analytics 4 visualizations inside Claude conversations, supporting ad-hoc queries with line, bar, pie charts and data tables.

Dive admin

Lets Claude / ChatGPT / Gemini interact with a dive center's data — divers, bookings, courses, invoices, equipment, waivers — via natural language.

mcp-brasil

An MCP server that connects AI agents to over 200 tools across 27 Brazilian public APIs, covering economic, legislative, transparency, and judicial data. It enables users to query and cross-reference extensive government datasets from sources like IBGE, the Central Bank, and the Brazilian Congress.

ground-truth-mcp

Validate AI claims against live data: check endpoints, count competitors, and test hypotheses. Includes free and paid tools via x402.

eth-library-mcp

MCP server giving AI models direct access to 30M+ resources at ETH Library Zurich – books, maps, images, archival material, and linked-data person records.

Cisco NX-OS CLI MCP Server

Enables interaction with Cisco NX-OS devices through CLI commands via NX-API. Supports single and multi-device command execution with text or JSON output, authentication from .env, and comprehensive error handling.

Lunar Calendar MCP Server

A Model Context Protocol (MCP) server for Chinese traditional calendar functions, including BaZi calculation, calendar conversion, Huangli query, daily fortune, solar terms, and Wu Xing analysis.