Discover Awesome MCP Servers

github-stars-mcp

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

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.

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

This is to demonstrate how an MCP server can be built for Claude Desktop MCP Client

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

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.

taskmarket-mcp-server

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

cmux-agent-mcp

A programmable terminal control plane that enables AI agents to orchestrate, monitor, and interact with multiple parallel AI CLI sessions and browser instances within CMUX. It provides over 80 tools for workspace management, pane manipulation, and cross-agent communication to facilitate complex multi-project workflows.

SharePoint-Cleyrop MCP

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

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.

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.

Excel MCP Server

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

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.

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

an mcp server for querying jira tasks

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.

FinSight Copilot MCP Server

Provides real-time financial market lookups (stock quotes, volume, P/E ratios) and deterministic portfolio risk (VaR) calculations as standardized MCP endpoints for AI assistant integration.