A lightweight CLI tool bridging local LLMs with MCP servers for reverse engineering and automation tasks.

A server providing US weather alerts utilizing the NWS API, with an interactive client example.

Implements MCP server supporting multiple agent frameworks for seamless agent communication and coordination.

AppDog generates MCP servers from OpenAPI specifications, streamlining API development and deployment.

A collection of protocols integrating security tools like SQLMap, NMAP, Masscan for AI-driven security testing workflows.

AI-powered tool for searching YouTube videos, retrieving transcripts, and semantic video content analysis without official API.

A Python template for building MCP servers to streamline AI-assisted development of MCP tools.

A server that uses Playwright headless browser to fetch web page content efficiently and accurately.

A Python-based Azure CLI assistant that uses natural language processing to simplify Azure command execution.

A calculator app implementing MCP protocol for addition, subtraction, multiplication, division and modulo operations.

A client-server MCP system for image recognition tasks utilizing SSE-based communication with a mobile Angular app.

Provides an isolated environment integrating MCP and LSP for secure Python development and code analysis.

A high-performance asynchronous server enabling interaction with PostgreSQL databases via MCP calls.

A Python-based MCP server enabling live reverse engineering and analysis of Android APKs with LLM support.

Provides real-time web search capabilities using the Tavily API for AI models to access current online information.

Provides real-time access to NixOS packages, options, Home Manager, and nix-darwin configurations for accurate AI responses.

Implements Zettelkasten methodology, enabling creation, linking, exploration, and synthesis of atomic notes via MCP.

A minimal MCP server and client example demonstrating calculator operations using SSE and stdio transports.

An MCP server that aggregates latest cybersecurity news from various websites for quick access.

Demonstrates a custom MCP for arithmetic operations, containerized with Docker for easy deployment.

Provides AI with access to healthcare data APIs, including FDA info, PubMed, clinical trials, and medical terminology.

Production-ready MCP servers in Python, Go, and Rust enable AI systems to interact with tools via standardized interfaces.

An MCP server that interfaces with Typesense, managing collections, documents, and search operations efficiently.

A server facilitating banner-grabbing operations by interacting with Binoculo tool for network reconnaissance.

Dual-mode Python server enabling calculator operations via Server-Sent Events and Standard Input/Output.

A lightweight MCP server executing Python scripts within isolated subprocesses using uv for structured automation.

A FastAPI-based server managing student profiles, academic history, and financial aid eligibility via MCP interface.

A server enabling semantic search and memory management via TxtAI, supporting Claude and Cline AI integrations.

A powerful MCP server enabling AI assistants to manage trading agents, execute trades, and monitor crypto portfolios.

A collection of MCP servers enabling AI assistants to securely access files, Google services, web content, and voice functions.

A server enabling AI tools like Claude to access and manage todo items through the MCP interface.

A server that chunks source code files with LangChain's RecursiveCharacterTextSplitter and stores in ChromaDB.

A simple MCP server providing access to mapy.com API functionalities for developers and map enthusiasts.

A server for managing Japanese vocabulary cards in Anki, including import, review, and adding sample sentences.

Open-source Python library enabling seamless MCP integration for AI agents, workflows, and automations.

A Python package for generating typed API clients and MCP servers from OpenAPI specifications.

Enables AI models to interact with Okta environments for identity management automation using MCP protocol.

Fused MCP enables setting up servers for data science, allowing Python functions to run remotely via MCP protocol.

Implements MCP protocol for browser automation, enabling AI agents to control browsers through natural language commands.

A lightweight Python-based MCP server implementing model communication over SSE transport for testing and development.

A Python-based trading assistant for Zerodha, managing accounts, placing orders, and accessing trading info via MCP.

A server-client implementation for managing Capture The Flag (CTF) competitions on Linux to facilitate challenge management.

An open-source multi-agent chat interface enabling management of multiple agents in one dynamic conversation.

Provides database interaction and business intelligence via SQL queries through IoTDB.

A server-based system to manage Android apps on Google Play, supporting app uploads and updates.

A server and client for natural language interaction with a local MySQL database using Model Context Protocol.

A framework to build, manage, and deploy MCP clients and servers with seamless workflow integration.

Converts Spring Boot REST endpoints into MCP server for AI integration, enabling direct API interactions.

Azure Function-based MCP server providing financial data endpoints using AlphaVantage API for AI integration.

A server MCP exposing Titanic dataset data and statistics for analysis with Claude via structured resources.

A server providing code quality checks using pylint and pytest with AI-friendly prompts for analysis and fixes.

A Python-based MCP server for real-time stock data retrieval, analysis, watchlist management, and technical indicators.

A server MCP for creating, storing, and retrieving notes via an AI conversational interface like Claude Desktop.

A demo MCP server in Python designed for testing with vscode Copilot in Agent mode, showcasing MCP functionalities.

A Python-based MCP application for building agents and complex workflows with external resources and LLMs.

An integration layer connecting Taiga project management platform with the Model Context Protocol (MCP) for AI workflows.

A Python-based MCP client integrated with Google Gemini AI for executing tasks via Model Context Protocol.

EasyMCP is a high-performance Python SDK for managing multiple MCP servers with caching and namespace support.

A Python-based MCP server that wraps Crawl4AI library functions for data crawling and scraping tasks.

Enables Claude Desktop to create, manipulate, and explore Unreal Engine 5.3 scenes via natural language commands.

A server that performs Trivy scans and generates CycloneDX SBOMs for container images and codebases.

OpenClient is an open-source MCP that standardizes context provisioning for LLMs to enable seamless AI application integration.

A server enabling LLMs to execute Python code, manage environments, read/write files, and run scripts interactively.

A Python server that manages and analyzes code context to assist AI-driven development in real-time.

A secure MCP server enabling an LLM to list and read files from a designated safe directory.

Unoffical MCP server connecting Bee wearable lifelogger to AI for data access and management.

A Python-based MCP client leveraging LangChain ReAct agent for MCP server tool integration.

A server for processing images with Florence-2, extracting text via OCR and generating image captions.

A Model Context Protocol (MCP) server designed for seamless interaction with the Strava API, supporting activity retrieval and analysis.

A server that retrieves and provides transcripts of YouTube videos via API requests.

AI-powered server for searching YouTube videos, retrieving transcripts, and semantic content search without official API.

A MCP server facilitating interaction with Bear note-taking software through various actions and URL schemes.

A Python-based MCP server facilitating communication with MemProcFS for memory processing tasks.

A middleware server for real-time security analysis and vulnerability scanning of code snippets and codebases.

Provides secure AI-assisted access to Android project files for code navigation and analysis.

A Python template for building MCP servers to facilitate AI-assisted development of MCP tools.

A toolkit for integrating MCP servers with applications, providing easy access to AI capabilities via a unified interface

Open-source MCP server integrating Wazuh security alerts with LLMs via standardized JSON and real-time API.

A Python-based MCP server providing tools to access police.uk API data on crimes, forces, neighborhoods, and incidents.

A lightweight MCP server enabling secure MySQL database interactions for AI assistants via controlled interface.

A lightweight, easy-to-use MCP server framework optimized for SSE with FastAPI-style syntax.

A server providing stock trading analysis tools including technical analysis, pattern detection, and risk management.

A server for retrieving and analyzing issues from Sentry.io using Model Context Protocol (MCP).

Sample Python-based MCP demonstrating client-server interaction for weather data processing.

Converts various file formats like PDF, Word, PowerPoint, and images to Markdown using MarkItDown.

A lightweight server handling weather data with a CLI client for interaction and data retrieval.

A Model Context Protocol server that helps manage and control music playback via Claude integration.

A Python server that provides real-time sports statistics and data using SportRadar API integration.