Discover Awesome MCP Servers

Learning Path Check MCP Server

A server that enables checking and managing learning paths based on the 2022 Korean national curriculum, including child profile management, curriculum search, prerequisite tracing, and learning check creation with deterministic state assessment.

Spotify Playlist MCP Server

Enables creating and managing Spotify playlists using natural language with advanced similarity matching across 8 different algorithms. Supports finding similar tracks based on audio features, mood, energy, genre, and custom weighted parameters to build personalized playlists automatically.

PromptForge MCP Server

Intelligently optimizes and enhances user prompts before execution using pattern matching, domain-specific enhancements, and analytics tracking for consistent AI outputs across marketing, data analysis, tax/accounting, and code generation domains.

WebControl

Headless browser automation for LLM agents via REST API or MCP tools. Enables navigating pages, reading structured content, clicking elements, filling forms, and executing JavaScript.

Advanced Web Fetching MCP Server

Enables fetching and processing web content with advanced features including batch processing of up to 20 URLs, streaming support, metadata extraction, and multiple output formats (HTML, Markdown, plain text) with enterprise-grade security and global edge performance.

solar-mcp

MCP server for space weather and HF propagation conditions — live solar flux, Kp index, DSCOVR solar wind, X-ray flux, alerts, 27-day forecast, and band-by-band outlook through any MCP-compatible AI assistant.

Remote MCP Server with GitHub OAuth

A Model Context Protocol server that supports remote connections and authenticates users via GitHub OAuth, allowing them to access tools based on their GitHub identity.

quicksight-mcp

Enables natural language interaction with AWS QuickSight for building, editing, and managing analyses, datasets, and dashboards, including chart creation, SQL updates, and QA verification.

Porto Bank MCP

Enables natural language queries about Porto Bank accounts via Open Finance, including balances, statements, credit card bills, and investments, using Claude, ChatGPT, and AI agents.

safe-agent-mcp

Enables any MCP client to execute DeepSeek Harness agents and shell commands through standard MCP tools, bridging multi-agent capabilities with sandboxed execution.

proton-mail-mcp

An MCP server that reads, searches, organizes, and deletes Proton Mail through the local Proton Mail Bridge, with read-only mode and sender authentication checks. It cannot send mail.

clawguard-mcp

MCP server for AI security scanning. Detects prompt injections, jailbreaks, data exfiltration, and social engineering attacks in real-time using 42 regex patterns via the ClawGuard Shield API. Sub-10ms response times.

mcp-opencages

Enables forward and reverse geocoding using the OpenCage API, allowing conversion between addresses and coordinates.

battlecard

Competitive intelligence MCP server for sales teams. Get battle cards, objection handlers, pricing comparisons, pre-call briefings, and AI sales simulations for any company vs any competitor. 11 tools with a free tier.

@smart-compost/mcp

MCP server for Smart Compost platform that lets LLM agents list composting processes/devices and pull measurements as read-only tools.

claude-session-title

Renames Claude Desktop sessions only when explicitly asked, via a single MCP tool that resolves session IDs and updates titles without touching configuration files.

Civil 3D MCP Server

Enables AI assistants to interact with Autodesk Civil 3D through natural language, supporting tools for surfaces, alignments, profiles, corridors, pipe networks, COGO points, and AutoCAD geometry.

alphacouncil-agent

A Codex/Claude Code plugin that spawns multiple analyst agents to research stocks, runs a bull vs bear debate, and produces a portfolio-manager verdict (Buy/Hold/Sell) with sourced evidence.

Context Catalog MCP

Exposes schema, lineage, and data-quality trust signals from a SQLite-backed catalog as MCP tools, enabling AI agents to answer grounded questions about datasets without hallucinating.

Enel SP: Download + OCR

MCP server for downloading and extracting text via OCR from Enel São Paulo electricity bills. Read-only with magic-link authentication and pre-paid credit usage.

fieldroutes_mcp

MCP server for the FieldRoutes pest-control / lawn-care operations platform — talk to your data from Claude, Cursor, or any MCP client.

DotNet MCP Server Demo

A demonstration .NET 8 Web API that implements the Model Context Protocol with basic authentication. Provides sample tools for time retrieval, echo functionality, and basic arithmetic calculations through RESTful endpoints.

MCP_Projects

A model context protocol server example collection that demonstrates tool integration, stdio and HTTP transports, and LangChain adapters for building AI-powered applications.

Fetch Weather from wttr

Fetches current and three-day weather forecasts for any city using the wttr weather service through a Docker-based MCP server.

Titan AI Business Analytics Copilot

MCP server that routes natural language queries to backend analytics tools (Sales, Finance, Customer, Service) using Google Gemini's function calling.

nasa-mcp-server

Provides access to NASA's open APIs including astronomy imagery, Mars rover photos, asteroid tracking, Earth observations, and media library through natural language interaction.

MCP Context Forge Gateway

A feature-rich Model Context Protocol gateway that federates MCP and REST services, unifying discovery, authentication, and transport protocols while providing virtualization of legacy APIs as MCP-compliant tools.

Swarmtrade

a2a escrow and trading

ai-business-system-advisor-mcp

Helps founders and teams review business workflows, identify AI opportunities, assess trust/control risks, and recommend a safe first AI-human workflow.

MCP-Server-TESS

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