Discover Awesome MCP Servers

pacs008-mcp

An MCP server that exposes the pacs008 ISO 20022 FI-to-FI Customer Credit Transfer library as tools for AI agents and assistants, enabling generation, validation, and parsing of pacs.008 credit transfer XML messages.

Research Paper Ingestion MCP Server

Enables searching, downloading, and analyzing academic papers from arXiv and Semantic Scholar to extract key insights and citation metrics. It facilitates autonomous knowledge acquisition by processing research findings and integrating them into persistent AI memory systems.

patternfetch

MCP server for crypto market analysis providing compact market-state briefs, patterns, support/resistance, trend, and indicators via tools like patternfetch_brief, patternfetch_delta, and patternfetch_analogs.

codex-agent-mem

Portable, auditable, local-first MCP memory for MCP-compatible AI agents and coding workflows. It keeps durable project memory outside the model runtime, compresses continuity into smaller working packs, and carries forward operational state so agents can resume with less repetition.

Jira MCP Server

JIRAタスクをクエリするためのMCPサーバー

Excel MCP Server

Enables reading and writing Excel files (text, formulas, and images on Windows) via MCP tools with pagination support.

vision-mcp-worker

MCP server deployed on Cloudflare Worker that provides AI with image understanding via the describe_image tool, plus an Apple-style model status dashboard.

mcp-crc

Computes CRC-32 and Adler-32 checksums for UTF-8 text. Enables error-detection checksum calculations without any keys or network.

yandex-metrica-mcp

MCP server for Yandex Metrica — query your web analytics in plain language from Claude, Cursor, and other AI agents. Secretless one-command login (PKCE), read-only, TypeScript.

ExcelForge

A Windows-based MCP server that enables AI assistants to manage Excel files through the desktop application, supporting workbook operations, data manipulation, and formula validation. It features robust safety tools including snapshot-based rollbacks, path restrictions, and comprehensive audit logging.

mcp-server-demo

A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list_cases, get_case, add_note) to AI clients, secured with bearer-token authentication.

Weather MCP Server

Enables secure retrieval of real-time weather data for any location via Open-Meteo using AWS Cognito OAuth 2.1 Bearer token authentication. Implements full MCP Authorization Specification with dynamic client registration and protected resource metadata discovery.

Nano Banana MCP Server

An MCP server for AI-powered image generation using Google Gemini models with intelligent automatic model selection, supporting multiple resolutions and aspect ratios.

Muapi

Access 400+ generative AI models directly from your AI assistant — generate images (FLUX, Midjourney, GPT-4o), create videos (Veo3, Kling), make music (Suno), and enhance photos, all via a single MCP server.

Pipetable

Query local CSV, Parquet, JSON and TSV files with real SQL via DuckDB. Gives your AI coding tool ground-truth data access instead of hallucinated answers.

taskmarket-mcp-server

Integrates TaskMarket into MCP-compatible agents, enabling task discovery, details, and submission with secure API key handling.

fossick-mcp

Enables AI agents to prospect across GitHub, PyPI, and npm, searching repositories, packages, and code patterns with read-only tools.

sonar-mcp

A Model Context Protocol (MCP) server for interacting with SonarQube code quality platform.

Proxima

A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini, Perplexity) to your development environment via MCP tools, enabling coding, search, analysis, and more without API keys.

MCP_claude

これは、Claude Desktop MCPクライアント用にMCPサーバーを構築する方法を示すためのものです。

Banco MCP

Connects Brazilian banks (Itaú, Bradesco, Nubank, etc.) to AI agents, enabling natural language queries about expenses, statements, investments, and credit cards via regulated Open Finance.

Quantum Research Hub MCP Server

An MCP server for autonomous quantum computing research that searches arXiv, ingests papers, generates ideas, runs and validates experiments, and produces reports.

discord-mcp

Enables managing a Discord server using natural language through AI clients like Claude, with 139 admin tools across 20 categories for roles, channels, members, messages, threads, moderation, and more.

SharePoint-Cleyrop MCP

Enables users to access SharePoint files via Microsoft Graph and transfer them to Cleyrop project work data, supporting multi-tenant authentication.

MCP ChatGPT Multi-Server Suite

A comprehensive suite of four MCP servers providing real-time stock market data, currency conversion between 160+ currencies, world timezone conversion, and unit conversion across 10 measurement categories. Features beautiful web interfaces and ChatGPT integration capabilities.

github-stars-mcp

Analyzes and compares GitHub repositories, tracks star growth, and offers AI-powered README optimization to help grow open-source projects.

AI Code Review MCP Server

A code review tool server based on Model Context Protocol (MCP) providing multi-dimensional code review and scoring.

GA4 MCP Server

Connects Claude to Google Analytics 4 for querying website analytics via natural language, enabling traffic summaries, top pages, traffic sources, and user engagement.

USPS Address Validation and Standardization MCP Server

Enables AI assistants to validate and standardize US addresses using the official USPS Address Validation API with secure OAuth2 authentication.

Dida365 (TickTick) MCP Server

AIアシスタントが、ユーザー認証後にタスクやプロジェクトを管理できるよう、Dida365 (TickTick) のタスク管理APIと連携するためのツールを提供します。