Discover Awesome MCP Servers

io.github.gabrielmahia/decision-intelligence-mcp

5,000 years of military strategy, philosophy, and decision science — as AI-accessible tools.

Homelab MCP Server

Extensible MCP server for managing a homelab from Claude AI, enabling control of VMs, snapshots, services, and files via natural language.

numproof

MCP server for deterministic numeric verification and spreadsheet auditing. Enables AI agents to verify math/finance claims, audit rows, and evaluate covenant rules with signed, independently checkable receipts.

learn-mcp-agent-ledger

An MCP server demonstrating sampling, where the server asks the host to run model calls, with a spend gate that estimates costs and refuses over-budget calls.

@quackai/q402-mcp

MCP server for gasless USDC, USDT, RLUSD, and USDG payments across 12 EVM chains via EIP-7702, enabling quote, route, and settle stablecoin payments from any MCP client.

Instagram Relationship MCP

An MCP server that determines which Instagram accounts you follow that do not follow you back, using a dedicated authenticated browser profile and caching derived results locally.

Packet Tracer Visual MCP

Enables automation of Cisco Packet Tracer simulations by placing devices, connecting links, and generating IOS configurations via MCP, ideal for network coursework and demonstrations.

AppLaunchFlow MCP

MCP server for AppLaunchFlow to create App Store and Google Play screenshots with AI.

Linear MCP Server

Enables AI agents to search, create, update, and manage Linear issues through natural language, with support for teams, workflows, and comments.

mcp-protein-atlas

Enables querying the Human Protein Atlas data using natural language or direct MCP tools, with keyless access via the Pipeworx gateway.

Shared MCP Gateway

Aggregates multiple shared MCP servers into a single HTTP gateway, providing a unified, observable, and reusable MCP access layer for multiple AI clients like Codex, OpenCode, and OpenClaw. It centralizes configuration management, logging, health checks, and circuit breaking to simplify multi-client MCP deployments.

pure.md MCP Server

Enables AI assistants to reliably fetch web content as markdown and search the web by bypassing bot detection and rendering JavaScript. Provides tools to unblock URLs and search the web with results converted to markdown format.

ethereum-tools

Um conjunto de ferramentas abrangente para análise da blockchain Ethereum dentro do Claude AI, permitindo auditoria de contratos, análise de carteiras, rastreamento de lucratividade e recuperação de dados on-chain.

MCP Surface Lint

Static checks over an MCP tool surface to find where a caller could do the wrong thing and get no error back.

RAG MCP Server with Streamable HTTP

Enables hybrid search (BM25 + semantic with RRF) over documentation, with Thai language support. It exposes MCP tools for adding documents and searching via Qdrant and Ollama/OpenAI, using a stateless Streamable HTTP transport.

code-intel

Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.

heor-agent-mcp

AI-powered HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for literature search across 41 medical data sources, cost-effectiveness modeling (Markov/PartSA/PSA), and HTA dossier preparation for NICE, EMA, FDA, IQWiG, HAS, and EU JCA submissions.

General MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to search and retrieve content from Reddit, YouTube, and Twitter through simple API calls.

Ryft MCP

A Model Context Protocol server that enables interaction with the Ryft API to manage financial resources such as payment sessions, customers, and subscriptions. It supports comprehensive operations including payouts, disputes, and account-scoped requests through a secure stdio interface.

AntSwordMCP

Exposes AntSword (蚁剑) shell management capabilities as an MCP server via SSE, enabling AI clients to execute commands, manage files, databases, and shells.

Fida

A local-first redacting MCP gateway that strips secrets from file reads and shell output before they reach an AI coding agent's context, the command still runs with the real credential, but the model never sees it.

Weather MCP Server

Retrieves current weather information for any location using the OpenWeatherMap API with configurable temperature units (Celsius or Fahrenheit).

ssh-mcp

An MCP server enabling Claude to execute commands on multiple remote servers via SSH and transfer large files (40GB+) with resume support via SFTP.

vibealive MCP Server

Provides code analysis for Next.js projects through the Model Context Protocol, enabling IDE and LLM integration to identify unused files, dead code, and redundant API endpoints.

Rabobank MCP Training Demo

A training MCP server that demonstrates how GitHub Copilot can securely access internal banking APIs, documentation, and architecture review prompts.

stockfish-mcp

Analyzes chess positions via Stockfish, returning best moves and evaluations from FEN or PGN input.

stackchan-relay

MCP server that enables controlling a StackChan robot via tools like speak, emote, and move head, with a relay service for ESP32 long polling.

Debeka MCP Server

Automates Debeka insurance claim submissions by filling forms, uploading PDF documents, and submitting via Playwright.

Rabobank Demo MCP Server

Demonstrates how to expose approved internal banking tools to AI assistants via MCP, enabling secure lookups of account balances, customer names, branch details, and live exchange rate conversions.