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

MCP-Mem0

A Model Context Protocol server that provides AI agents with persistent memory capabilities through Mem0, allowing them to store, retrieve, and semantically search memories.

FRED API MCP Server

Integrates the FRED (Federal Reserve Economic Data) API with MCP, enabling AI assistants to retrieve economic time series data such as GDP, inflation, and interest rates.

base-escrow-mcp

MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or ERC-20).

my-mcp-server

A TypeScript MCP server boilerplate providing example tools and resources for rapid development of custom Model Context Protocol servers.

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。

gts-repo-guardian

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

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.

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

一个用于构建远程 MCP 服务器的 AdonisJS 软件包

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).

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.

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.

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.

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.

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.

portfolio-signals-mcp

Enables AI coding agents to fetch real-time stock quotes and computed technical analysis signals (RSI, MACD, golden/death crosses) and generate weekly portfolio digests using Yahoo Finance data, requiring no API key.

GPAC Test Suite MCP Server

Provides intelligent access to GPAC multimedia framework's 8,600+ test cases, enabling AI assistants to answer questions about GPAC usage with precise, validated command-line examples. Users can ask natural language questions and get reliable GPAC commands for multimedia processing tasks like DASH streaming, MP4 encryption, and subtitle handling.

expense-splitter-mcp

A Model Context Protocol (MCP) server for managing shared expenses between groups, with tools for group management, expense tracking, and debt simplification.