Discover Awesome MCP Servers

AppDataLayer MCP Server

An app intelligence query engine that enables analysis of over 1 billion reviews from Google Play and the Apple App Store. It provides tools for sentiment analysis, keyword rankings, competitive comparisons, and time-series forecasting across 250,000+ apps.

Kubernetes MCP

An MCP server that enables interaction with Kubernetes resources through natural language interfaces like Goose CLI, allowing users to get, read, and patch Kubernetes resources.

DocsScraper

Scrape documentation for libraries and API's

bfxr2-music-generator

Generates music and sound effects using Bfxr2, with preset or custom parameter control.

example-mcp-server-streamable-http

example-mcp-server-streamable-http

Zambian Law MCP Server

Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisions directly from AI clients for legal research and compliance. It features full-text search, citation validation, and mapping of Zambian laws to international legal frameworks.

G2N MCP Google Calendar SSE Server

使用 SSE 的 MCP 服务器，用于 Google 日历 API 集成。 (Alternatively, more literally: 用于 Google 日历 API 集成的、带有 SSE 的 MCP 服务器)

test

test

chrome-debug-mcp

chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) server that allows AI agents and Large Language Models to natively debug Chromium-based browsers via the Chrome DevTools Protocol (CDP).

mcp-curate

Converts OpenAPI specs into curated MCP servers with drastically fewer, clearer tools and an eval harness to measure tool selection accuracy.

nikhilnt

Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with optimization hints and $ savings estimates.

whisper-telegram-mcp

An MCP server that enables transcribing local audio files and Telegram voice messages using OpenAI's Whisper via local inference or cloud API. It supports multiple audio formats, automatic language detection, and optional word-level timestamps for AI-powered audio analysis.

Abhi-Nexus MCP Server

Autonomous news intelligence system that fetches articles from 20+ tech sources, ranks them with AI, generates summaries in English and Hindi, and delivers a curated email digest daily, exposed as an MCP server for interaction via any MCP-compatible client.

Alby Bitcoin Payments MCP Server

Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Connect (NWC). Supports lightning payments, LNURL operations, and L402 authentication for AI-powered bitcoin transactions.

SF-MCP

Enables querying SAP SuccessFactors OData API metadata and managing Role-Based Permission (RBP) configurations. It provides tools for retrieving entity metadata, listing permission roles, and inspecting user-specific access rights through MCP-compatible clients.

openclaw-output-vetter-mcp

MCP server for verifying AI agent claims vs reality — single-transcript inline grounding-check that flags when an agent's response states facts not in the input context, when its code silently swallows exceptions and substitutes mock data, or when its multi-turn transcript contains contradictions or unverified completion claims. Sub-second, local, free, no API calls.

@particle-academy/docs-mcp

A dev-time MCP server that lets coding agents read documentation directly from installed @particle-academy/\* packages, ensuring version-matched docs without network calls.

PineForge-Codegen

Backtest PineScript v6 strategies locally from your AI agent: transpiles Pine to C++ and runs it on the deterministic, TradingView-validated PineForge engine via Docker. Tools for single backtests, parameter-grid sweeps, and Binance OHLCV fetch — no API key, data never leaves your machine.

instagram-mcp

Instagram MCP server with 23 tools for the Graph API. Manage posts, comments, DMs, stories, hashtags, reels, carousels, and analytics.

@cano721/mysql-mcp-server

Enables read-only MySQL database access, allowing listing databases, tables, describing schemas, and executing SELECT/SHOW/DESCRIBE/EXPLAIN queries.

Norwegian Business Registry MCP Server

Enables comprehensive access to the Norwegian Business Registry API for querying company information, board members, subsidiaries, organizational data, and voluntary organizations. Provides real-time access to over 1 million registered Norwegian entities with detailed corporate structure and governance data.

ecb-mcp

ECB data for AI agents — rates, yields, inflation, money supply, and 100+ datasets. No API key.

morpheus-mcp

Provides plan state management and phase gate enforcement for AI development loops. It tracks task progress and coordinates the lifecycle of agents by requiring specific evidence before advancing through development phases.

Remote MCP Server

A Cloudflare Workers-based implementation of the Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with external tools through OAuth login.

Quality Dimension Generator

Generates precise, measurable quality evaluation standards and scoring criteria for any task, transforming vague requirements into specific dimensions that guide execution and improve work quality.

ExcaliDraw Skill Pack

The diagram-quality layer for AI agents — an opinionated Excalidraw methodology (isomorphism test, evidence artifacts, multi-zoom, container discipline) plus a render-view-fix loop. Accepts skeleton and Mermaid input, 5 publishable themes, dual Node/Python renderer. Proven on a 77-diagram published book.

Unity MCP Server

Enables AI agents to query and control the Unity Editor, supporting scene management, GameObject manipulation, asset browsing, play mode control, and real-time editor operations through 52+ tools.

Knowledge MCP Server

Transforms a GitHub repository into a structured personal brain for AI to manage tasks, notes, and goals through markdown files. It enables direct interaction with a version-controlled knowledge base, allowing for automated organization and efficient retrieval of information.

Gahmen MCP Server

Provides access to Singapore's data.gov.sg government datasets and collections, enabling search, metadata retrieval, and dataset downloads through the CKAN datastore API.

mcp_repo_d2ab862d

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。