Discover Awesome MCP Servers

MCP Feedback Enhanced

Enables interactive feedback collection through a web interface with support for image uploads, extended timeout handling, and offline reconnection capabilities for long-running AI conversations.

RAG MCP Server

A Model Context Protocol server that exposes Retrieval-Augmented Generation capabilities and a weather tool, allowing clients to interact with document knowledge bases and retrieve weather information.

Refactor MCP

A Model Context Protocol server that provides powerful regex-based code refactoring and search tools for Coding Agents.

Context+

Context+ is a semantic intelligence server that transforms codebases into searchable, hierarchical feature graphs using RAG, Tree-sitter AST, and spectral clustering. It provides tools for deep code discovery, blast radius analysis, and memory graph management for high-accuracy engineering tasks.

MCP Mood Quote Server

Un servidor MCP que devuelve citas basadas en el estado de ánimo.

ghidraMCP

An Model Context Protocol server that enables LLMs to autonomously reverse engineer applications by exposing Ghidra's decompilation and analysis tools. It allows AI agents to list code structures, rename methods, and analyze binaries directly through MCP-compatible clients.

Baguskto Saham

Enables access to Indonesian Stock Exchange (IDX) data with comprehensive historical data from 2019-2025 for 958 stocks, including real-time market overview, technical analysis, sector performance, and stock comparison capabilities.

MCP Image Validator

Enables Claude and other MCP clients to analyze and describe images using the Qwen3-VL vision model (235B parameters) through Ollama Cloud API, supporting multiple image formats without requiring local GPU.

Sage Cloud Accounting MCP Server by CData

This read-only MCP Server allows you to connect to Sage Cloud Accounting data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Cordalux MCP Server

An enterprise-grade Model Context Protocol server that consolidates multiple applications (Mindfork, VybOS, GLOW, Codeverse) into a single scalable platform with AI tools, authentication, and security features.

Seam MCP Server

Enables control of smart locks through the Seam API, allowing users to lock/unlock doors, check status, and manage access codes across 100+ supported lock brands. Supports comprehensive access code management including temporary codes and multi-lock operations.

FinishKit MCP Server

Enables AI agents to scan GitHub repositories for security vulnerabilities, deployment blockers, and code quality issues. It provides detailed findings and auto-generated code patches to help developers ensure their code is production-ready.

Claude Gemini MCP Integration

A lightweight server that connects Claude Code with Google's Gemini AI models, allowing developers to leverage Gemini's massive context window (1M+ tokens) for code analysis without leaving their coding environment.

Northwind FastAPI MCP Example

A Model Context Protocol (MCP) server that enables Large Language Models to interact with and query the classic Northwind database through a REST API.

Remote MCP Server on Cloudflare

Mirror of

MCP Weather

Enables querying 7-day weather forecasts for Chinese cities and regions by scraping China Weather website data. Supports both user input and AI model intelligent city/region parameter matching.

MCP Meetup-Claude Integration Server

A Model Communication Protocol server that connects Meetup.com's event discovery APIs with Anthropic's Claude LLM, enabling intelligent event discovery and natural language querying for Meetup events.

WebForge MCP Server

Enables the creation and management of local business websites through MCP-compatible IDEs by providing access to curated design styles and color palettes. It features an AI-powered recommendation system and a compatibility matrix to optimize website design for various business types.

Video MCP Server

A Model Context Protocol server that provides video processing capabilities including format conversion, metadata extraction, and batch processing with configurable quality settings.

Qwen3-VL Video Understanding MCP Server

Enables AI agents to analyze, summarize, and extract text from videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel. It supports media analysis via URL, including video Q\&A and speech transcription capabilities.

React Tailwind Views MCP Server

A full-stack template for building Model Context Protocol servers that expose tools and workflows to AI agents while also serving a web interface built with React and Tailwind CSS.

viso-mcp-server

viso-mcp-server

ChatGPT Apps MCP Server

Enables interactive React components to render inline in ChatGPT conversations, featuring a calculator widget with history and demonstrating how to build custom UI components for ChatGPT Apps.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

sqlite-reader-mcp

A lightweight MCP server that provides read-only access to SQLite databases, allowing users to execute SELECT queries, list tables, and describe table schemas.

MCP Weather Server

Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current weather conditions and multi-day forecasts for any location using latitude and longitude coordinates.

Frappe MCP Server

Enables interaction with Frappe Framework sites through comprehensive document operations, schema introspection, report generation, and method execution. Provides secure API-based access to create, read, update, and delete Frappe documents while supporting financial reporting and DocType management.

BuddyPress MCP Server

Enables AI assistants to interact with BuddyPress sites through the REST API v2. Supports comprehensive community management including activities, members, groups, profiles, messages, friendships, and notifications through natural language.

Express MCP Server

A basic example of a serverless Model Context Protocol (MCP) server implemented using Netlify Functions with Express, enabling AI agents to interact with custom capabilities.