Discover Awesome MCP Servers

mcp-server-master

This repository provides a template for creating MCP servers with Python, including installation instructions and tools for testing with the MCP Inspector.

notebooklm-mcp

An unofficial MCP server for Google NotebookLM that enables users to manage notebooks, add sources, ask questions with citations, and generate audio podcasts via a Playwright-based automation layer.

MCP Spec Generator

Generates project specifications and file structures using Claude AI through MCP integration. Enables users to describe project ideas and automatically create corresponding documentation and project files.

qdrant-mcp-hybrid

Enables multi-tenant RAG with Qdrant, LM Studio embeddings and summaries, and advanced document processing for semantic search across isolated client collections.

Buildium MCP Server

Enables interaction with Buildium property management software through natural language, supporting operations on associations, leases, rentals, tenants, and more.

Research Gap Analyzer MCP Server

Automates literature review, research gap detection, and novelty evaluation for academic research, providing tools to search, summarize, find gaps, generate ideas, and evaluate novelty.

You.com MCP Server

Enables AI assistants to search the web, get news, perform research, and retrieve AI-powered answers with citations using the You.com API.

web-doctor

Enables live website health checks including TLS, HTTPS, and security headers, returning an A-F grade with specific fixes.

FreeAgent MCP Server

A Model Context Protocol server for the FreeAgent accounting API, enabling LLMs to manage contacts, invoices, estimates, bills, expenses, timeslips, projects, tasks, bank accounts, and more.

skillsmcp

Exposes Agent Skills to AI agents as MCP tools, enabling discovery and activation of skill instructions for coding agents.

Guardpost MCP Server

Runtime agent firewall for PII redaction, rate limits, and policy enforcement, enabling autonomous agent security via MCP integration.

UnifiyMe

A Model Context Protocol (MCP) server for UniFi Network Controllers that enables LLMs to interact with UniFi infrastructure for monitoring and control.

BYOB MCP Server

Enables AI agents to dynamically discover and invoke containerized tools that can be registered at runtime without redeployment. Built on Cloudflare Workers with scale-to-zero containers for secure, isolated tool execution.

Composer Package README MCP Server

Enables AI assistants to fetch README content, package metadata, dependencies, and search Composer/PHP packages from Packagist with smart caching and GitHub integration.

brandguard

Scans npm, PyPI, and GitHub for typosquatting and brand impersonation, risk-scores findings, and drafts takedown notices.

MCP Server Mermaid

MCP Server Mermaid

Memphora

Adds persistent memory to AI assistants by connecting to the Memphora cloud platform, allowing them to store and recall facts across conversations. It enables tools for searching memories, extracting insights, and maintaining long-term user context and preferences.

mcp-appstore-connect

Enables AI assistants to manage Apple App Store Connect operations including app management, TestFlight, analytics, reviews, subscriptions, and more through 54 tools.

MSSQL MCP Server

Enables interaction with Microsoft SQL Server databases through a virtual filesystem interface, comprehensive stored procedure management with draft-test-deploy workflows, safe write operations with transaction control, and performance analysis capabilities.

JIRA Zephyr MCP Server

Enables comprehensive test management with JIRA's Zephyr system, allowing users to create and manage test plans, execute test cycles, track progress, and generate reports through natural language.

PasteAI

An MCP server that lets AI publish markdown documents to a clean, themed web UI. One tool call creates a shareable doc.

Sendmux Email Inbox API + Sending

Sendmux is an email inbox API and email API for AI agents. Use this MCP server to let authorised agents work with Sendmux mailboxes, inbound email, clean JSON parsing, webhooks, outbound sending, provider routing, logs, billing, and team controls.

PocketBase MCP Server

A comprehensive MCP server for managing PocketBase database schemas and migrations via REST API. It enables users to generate and execute migrations for creating, modifying, and deleting collections and fields directly through MCP-compatible clients.

YouTube Transcript MCP Server

Fetches YouTube video transcripts with timestamps and provides them to LLM agents via MCP, enabling natural language access to video content.

GitLab Docs MCP Server

Provides AI assistants instant access to GitLab's official documentation with intelligent search, section filtering, and full content retrieval across 2,494 documentation pages including CI/CD, API, admin, and development guides.

Solana MCP Demo

Provides basic Solana RPC methods and prompts for AI models to interact with the Solana blockchain. Enables developers to fetch balances, account info, and transactions through natural language.

Redmine MCP Server

Enables AI assistants to interact with Redmine project management systems through MCP tools, providing access to issues, projects, time tracking, wiki, and more.

Ureanl-Blender-MCP

Unreal-Blender MCP is a unified server for controlling both Blender and Unreal Engine via AI agents using the MCP (Machine Control Protocol) approach.

todoist-mcp-server

A custom MCP server that connects Claude to Todoist using a permanent API token, avoiding OAuth re-authentication issues across all Claude surfaces.

MCP Template

A generic template for developing MCP servers with basic examples including echo tool, server info resource, and greeting prompt. Provides a starting point for building custom MCP servers with Bun.