Discover Awesome MCP Servers

NebulaGraph MCP Server

A Model Context Protocol server implementation that enables LLMs to interact with NebulaGraph database for graph exploration, supporting schema understanding, queries, and graph algorithms.

Fetch

Web content fetching and conversion for efficient LLM usage

gts-repo-guardian

MCP server for automated GitHub repository quality management, enabling review, README generation, cleanup, and monitoring.

GitHub MCP Bridge

A Model Context Protocol server that enables AI agents to securely access and interact with GitHub Enterprise data, providing access to enterprise users, organizations, emails, and license information.

Web Request MCP Server

A TypeScript-based MCP server that enables AI assistants to execute HTTP requests with full control over methods, headers, and body content. It facilitates seamless interaction with web APIs and endpoints through a versatile tool that handles automatic JSON formatting and response truncation.

Remote MCP Server on Cloudflare

Deploys a stateless remote MCP server on Cloudflare Workers without authentication, enabling custom tool registration and integration with MCP clients like Claude Desktop.

阿里云 OpenAPI MCP Server

远程MCP服务，通过Model Context Protocol为AI应用提供阿里云数万个OpenAPI的无缝集成，支持Terraform、多账号、自定义OAuth等能力。

prespec

An MCP server that provides curated test cases and behavior specifications for common software features, enabling AI coding agents to define acceptance criteria before writing code.

QR Code MCP Server

Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via Model Context Protocol clients. Users can save codes directly to local files or display them as terminal-friendly art through natural language commands.

ms-graph-mcp

A modular Model Context Protocol server for Microsoft Graph and Microsoft 365, enabling users to manage Teams, mail, calendar, To Do, contacts, and Outlook settings through natural language.

WhatsApp Claude MCP

Enables WhatsApp bots to process incoming messages through Claude AI, supporting conversational memory and extensible MCP tools for tasks like fetching jokes from external APIs.

jupyter-book-writer

Automates Jupyter Book notebook creation by fixing common rendering issues (bold, math, markdown formatting) and provides tools for adding cells, validating notebooks, updating TOC, and deploying.

Adonis MCP

An AdonisJS package for building remote MCP servers

Remote MCP Server

A serverless implementation of Model Context Protocol server on Cloudflare Workers that allows users to deploy and customize AI tools without authentication requirements.

mcp-xhs-publisher

MCP server for automatically publishing text, image, and video notes to Xiaohongshu (Little Red Book).

MCP-Server for MSSQL

Provides secure, API-key authenticated access to on-premise MSSQL databases, enabling SQL query execution, schema exploration, and stored procedure management through MCP.

workday-docs-mcp

Enables AI coding agents to search, read, and cite official Workday developer documentation, grounding their answers in real docs instead of hallucinating. Particularly useful for building Workday Extend apps.

tailpipe-mcp

Connects AI assistants to cloud and SaaS logs via Tailpipe, enabling natural language querying and analysis of log data.

Swarm MCP

MCP server for Ethereum Swarm decentralized storage. Provides 12 tools for uploading and downloading data and files, managing postage stamp batches, and working with Swarm feeds — all via the Bee API. Works with the public Swarm gateway or a local Bee node.

AI-Driven Remediation Testing

Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.

NIH Reporter MCP Server

Provides programmatic access to the NIH Reporter API for searching and retrieving detailed information on NIH-funded research projects, grants, and investigators. It enables AI assistants to query project abstracts, funding amounts, and organization details through natural language.

awesome-confluence-mcp

🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markdown conversion. Supports listing, searching, and fetching pages.

research-mcp

Search and read arXiv papers directly from Claude. Supports keyword, author, category, and date filtering plus full PDF text extraction so Claude can read, summarise, and reason over entire papers, not just abstracts.

mcp-twikit

MCP server for interacting with Twitter, enabling search tweets and fetching timeline via natural language.

nano-banana-mcp

MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with support for reference images, task management, and GCS integration.

MCP Affinity Designer Server

This MCP server enables AI assistants to interact with Affinity Designer for document manipulation, layer management, export operations, and tool automation.

Reddit MCP Server

A Model Context Protocol server that enables AI assistants to fetch Reddit content including consensus on topics, top posts, helpful links, and related subreddits.

Weather MCP

Provides current weather conditions, seven-day forecasts, and US weather alerts using Open-Meteo and National Weather Service APIs. It enables users to retrieve global weather data and regional alerts without requiring any API keys.

Expense Tracker MCP Proxy

A proxy server that connects to a remote FastMCP expense tracker, enabling users to add, list, update, delete, and summarize expenses with categories and date ranges through natural language.

SecurityStack MCP

Unified MCP server that gives AI agents security tools to audit MCP configs, redact secrets/PII, vet skills, check dependencies, and scan networks.