Discover Awesome MCP Servers

@cloudcraftwithfranck/govcloud-mcp

An MCP server providing 20 AI-powered tools for DoD/FedRAMP cloud engineering.

codewiki-mcp

MCP server for codewiki.google — AI-powered wiki documentation for open-source repositories. Search repos, fetch wiki content, and ask questions about any repo.

ntop-ai-helper-mcp

Troubleshoot nTop issues with AI-powered error diagnosis, swarm analysis, screen capture, and macro automation.

Image Converter MCP Server

Enables conversion between multiple image formats including JPG, PNG, WebP, GIF, BMP, TIFF, SVG, ICO, and AVIF with quality control and batch processing capabilities.

codex-worker-runtime

Enables Codex to delegate bounded work to external LLMs through role-based MCP tools, with worker health checks and audit logging.

SpherePay MCP Server

Enables users to manage the SpherePay payment platform, including customer onboarding, bank and wallet management, and cross-chain transfers. It provides tools for executing financial workflows, tracking transfers, and configuring virtual accounts for fiat-to-stablecoin conversions.

Substack MCP Server

Enables interaction with Substack publications through natural conversation, allowing users to create posts with cover images, publish notes, manage content, and retrieve profile information.

shunshi-bazi-mcp

Bazi (Four Pillars) charting MCP server with true solar time correction and multilingual output in Chinese, English, Japanese, and Korean.

Career Intelligence MCP

An AI-powered career intelligence platform for job seekers that parses resumes, scrapes and scores job listings, analyzes skill gaps, and prepares for interviews.

ms_fabric_mcp

Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, warehouses, and SQL databases using natural language, with tools for executing read-only SQL queries and searching tables, columns, and query patterns.

Auralogs MCP Server

A read-only MCP server for the Auralogs logging platform, enabling AI agents to query production logs, search errors, and retrieve AI analyses without write access. It allows you to ask your coding assistant 'what's broken in production right now?' by connecting to your logs via a simple bearer auth key.

NoteHarbor MCP

Connects Obsidian Markdown notes as searchable knowledge chunks via MCP tools, enabling semantic vector search and CRUD operations through a layered service architecture.

Story MCP Hub

Provides tools for managing IP assets and licenses, interacting with the Story Python SDK, and handling operations like minting tokens, registering IP, and uploading metadata to IPFS.

Gemini MCP Server

A Model Context Protocol server that enables LLMs to perform web searches using Google's Gemini API and return synthesized responses with citations.

Nova

Gives an LLM agent control of the macOS desktop from a single self-contained Rust binary: Set-of-Mark numbered screenshots, Accessibility-tree clicks with browser-JS fallback for web content, Apple Vision OCR, mouse, keyboard, and clipboard.

RAG Application

A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.

Alegra MCP Server

A Model Context Protocol server that enables LLMs to securely interact with Alegra accounting API, allowing operations on invoices, contacts, and items data.

simple_mcp

An educational MCP server that teaches implementing the Model Context Protocol from scratch, enabling AI models to discover and invoke tools via JSON-RPC over stdio.

Walutomat MCP Server

Provides tools for managing wallet operations, transfers, and currency exchanges through the Walutomat platform, including balance checking, transfers, and market operations.

iMessage MCP

Enables reading the local iMessage database and sending messages through Messages.app on macOS, with both local stdio and remote HTTP access.

@posteahora/mcp

Enables AI agents to create, schedule, and publish social media posts across Instagram, X/Twitter, LinkedIn, Threads, Facebook, and other platforms via the PosteAhora API.

Loki MCP Server

An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.

MCP Browser Logger

An MCP server that captures browser console logs and network requests via the Chrome DevTools Protocol. It allows users to monitor real-time logs, inspect network traffic, and execute JavaScript code directly in the browser context.

industry-chain-mcp-server

An MCP server that integrates HandaaS data APIs for industrial chain analysis, enabling enterprise search, supply chain prospecting, patent analytics, and bidding intelligence.

EduChain MCP Server

Enables AI-powered generation of educational content including multiple-choice questions, lesson plans, and flashcards on any topic through integration with the EduChain library and DeepSeek model via OpenRouter.

Healthcare Document Intelligence MCP Server

Enables document search, grounded question answering, summarization, patient timeline extraction, and PHI redaction for healthcare documents using retrieval-augmented generation.

@humanagencyp/deploy-mcp

Enables agents to deploy software via GitHub Actions only with a signed receipt, providing gated tools to resolve refs, list deployments/environments, and dispatch pipelines for a specific commit.

Google-MCP-Server

Enables appending text to Google Docs and creating Gmail drafts via OAuth 2.0.

RAG Query MCP Server

Enables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.

Microlink

It turns natural-language requests into Microlink calls: take screenshots, generate PDFs, extract metadata or readable text, detect video/audio sources, run Lighthouse audits, scrape custom fields with CSS selectors and more