Discover Awesome MCP Servers

memex

Zettelkasten-based persistent memory for AI coding agents. Auto-saves atomic knowledge cards with \[\[bidirectional links]] after tasks and auto-recalls before new ones. No vector DB — plain markdown files with git sync. Works as Claude Code plugin or MCP server for Cursor, VS Code Copilot, Codex, and Windsurf.

packkit-mcp

Enables AI agents to scaffold and upgrade modern projects across JavaScript/TypeScript and Python through a unified MCP interface, offering tools to list generators, inspect schemas, generate projects, and plan upgrades.

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.

deptrust

deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, crates.io, Go modules, RubyGems, NuGet, Maven, Packagist, pub.dev, CocoaPods, Hex.pm, Hackage, GitHub Actions, and more. It runs locally as a CLI and as an MCP server. It calls public package registry and OSV APIs directly; there is no hosted deptrust service to trust or configure.

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.

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.

SharePoint-Cleyrop MCP

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

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.

Excel MCP Server

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

mcp-crc

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

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

Um servidor MCP para consultar tarefas do Jira.

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.

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.

UniProt MCP Server

UniProt MCP Server

fossick-mcp

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

Enterprise Architect MCP Server

A read-only MCP server that gives AI agents access to Sparx Enterprise Architect models, enabling search, navigation, and reading of elements, packages, scenarios, and connectors from .qea exports without a running EA instance.

sonar-mcp

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

MCP_claude

Isto é para demonstrar como um servidor MCP pode ser construído para o Cliente MCP do Claude Desktop.

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.

earthquake-mcp-server

Search USGS and EMSC seismic data for real-time feeds, event queries, and earthquake counts via MCP.

MCPBridge

Connects Claude Code and Ollama to Roblox Studio and Blender via the Model Context Protocol, enabling AI-driven scripting and 3D scene manipulation.

AI Code Review MCP Server

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

SigNoz MCP Server

Enables AI assistants and LLMs to query SigNoz observability data (metrics, traces, logs, alerts, dashboards) using natural language.

Maven Tools MCP Server

Provides live Maven Central dependency inspection with stability filtering, version comparison, CVE checks, and POM-aware upgrade recommendations for MCP-capable clients.

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.

taskmarket-mcp-server

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