Discover Awesome MCP Servers

Monarch Money MCP Server

Enables interaction with Monarch Money data via MCP tools for accounts, budgets, and transactions.

FinDataMCP

An MCP server that enables Claude Desktop to access and analyze financial data through Yahoo Finance integration.

agentwatch

AgentWatch tracks heartbeats, links actions across agents, walks backward from any failure to the root cause, and replays the full sequence to diagnose agent swarm failures.

should-i-use

MCP server that recommends which npm/PyPI libraries to use or avoid, with concise verdicts, alternatives, and code snippets, keeping responses under 500 tokens.

Warden Magento MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with safe, structured access to Magento 2 operations within Warden environments.

Andalusia AI MCP Server

Exposes six hospital metric tools (entity resolution, member search, cube querying, measure definitions, why-question resolution, investigation execution) as a thin wrapper around FastAPI backend services.

library-mcp

Provides a 'library keeper' sub-agent that ingests PDF/EPUB books and answers questions grounded in them via local embedding search, with deterministic classification and knowledge gap logging.

better-confluence-mcp

Syncs Confluence spaces to local files for efficient editing by coding agents, with tools for reading, writing, searching, and managing Confluence pages and attachments.

Google Workspace MCP Server

Enables access to Google Workspace services (Calendar, Gmail, Drive, Tasks) via an MCP server deployed on Vercel.

agent-team-mcp

A reusable AI software development team built on MCP. 13 specialized agents (Project Manager, Backend, Frontend, QA, Security, DevOps, UX, and more) collaborate via shared SQLite state. Exposes 44 MCP tools across 12 domains. All discussions and decisions are stored in the database so agents get back up to speed immediately when re-loaded.

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

mcp-bungie

Enables querying Destiny 2 player data, profiles, clans, and stats through the Bungie.net API.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greeting) and resources (server info) pre-implemented.

Wellx Design System MCP

The Wellx Design System MCP enables AI agents to access the single source of truth for Wellx design, including tokens, component specs, rules, and search, ensuring consistent design implementation across surfaces.

Purl MCP Server

Connects AI assistants to live Purl Studio projects, enabling reading objects, modifying scripts, and setting properties.

DataPilot AI MCP Server

Enables natural language data analysis on uploaded CSV files by converting them to SQLite and exposing read-only database tools via MCP. Integrates with Ollama LLM to translate user questions into safe SQL queries.

Biblos

Biblos is a multi-agent MCP server providing shared documented memory and a persistent inter-agent message bus, enabling agents to persist knowledge and hand off work verifiably. It features hybrid searchable Markdown memories, a knowledge graph, agent registry, and identity-verified request queue.

McpDocServer

다양한 개발 프레임워크를 위해 설계된 MCP 프로토콜 기반의 문서 서버로, 멀티 스레드 문서 크롤링, 로컬 문서 로딩, 키워드 검색, 문서 상세 정보 검색 기능을 제공합니다.

IoTDB MCP Server

Mirror of

yifanli-mcp-add-demo

A minimal Model Context Protocol server that provides a simple tool for adding two integers. It serves as a demonstration of the official Python MCP SDK and is designed for local execution via stdio.

mcp-fetch-worker

Enables AI bots and agents to call self-hosted APIs behind Cloudflare Access through a single HTTP fetch tool, using human-approved OAuth tokens instead of long-lived credentials.

imagegen-mcp-x402

AI image generation from text prompts via x402 micropayments on Base. $0.10 USDC per image, paid automatically from your wallet. No API key required.

Superbrain Schema-Context MCP

An MCP server that provides coding agents with progressive, scoped access to database schemas via five retrieval tools, avoiding full-context dumps.

Plori

Give your AI agent its own cloud computer: create and drive hosted plori agents over MCP (invoke agents, read replies, human-in-the-loop, scheduled runs). This repo is the integration front door and ships the npx plori-mcp stdio bridge to the hosted endpoint.

Wise Currency Converter MCP Server

Provides currency conversion using the Wise API, supporting real-time and historical rates with caching and cross-rate calculation.

LexGuard MCP

Enables AI to search and retrieve South Korean legal information from the National Law Information Center. It allows users to look up specific laws, articles, and detailed legal provisions using natural language queries.

localhost-mcp

Inspect, manage, and kill local dev servers via MCP. Stop guessing what's on :3000. Five tools: list servers with framework detection, inspect ports, find zombies, diagnose conflicts, safe-kill with dry-run default. Local, no cloud, no telemetry.

astra-aigate

Unified AI gateway that aggregates MCP tools from multiple servers and routes LLM requests with provider combos and fallback, all managed through a web UI.

mcp-discord

Enables Discord integration through MCP, allowing server management, messaging, channel/role management, and automatic issue capture to PostgreSQL.

google-ads-mcp

Enables AI agents and LLMs to interact with Google Ads accounts, allowing search, retrieval of resource metadata, and listing accessible customers via the Google Ads API.