#Mcp-tools
Showing 49 of 49 repositories tagged #mcp-tools, ranked by stars
๐ The fast, Pythonic way to build MCP servers and clients.
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
Open source MCP Servers for AWS
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.
A Unified MCP Server Management App (MCP Manager).
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run and interact with your apps. I mainly use it as an xcodebuild wrapper to save context.
MCP Server Framework and Tool Development library for building custom capabilities into agents.
Production-Ready MCP Server Framework โข Build, deploy & scale secure AI agent infrastructure โข Includes Auth, Observability, Debugger, Telemetry & Runtime โข Run real-world MCPs powering AI Agents
Local code intelligence MCP server and CLI for AI coding agents
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
ๅผ็ๅณ็จ็ไผ้ ็ฎก็mcpๆๅก | ็ปๅAgentๆกๆถ | ไฝ่ ๅฌๅ | ๅทฒๅๅธpypi | Vue้กต้ขdemo
The AI Agent for Cyber Security.
๐ Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools โ in just a few lines of TypeScript.
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.
Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.
CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.
SkillDock is a skill manager and MCP manager for installing, viewing, updating, and syncing AI skills and MCP servers, with Git-aware updates to track upstream changes and local modifications. SkillDock ๆฏไธไธช็จไบๅฎ่ฃ ใๆฅ็ใๆดๆฐๅๅๆญฅ AI skills ไธ MCP servers ็ skill ็ฎก็ๅทฅๅ ทๅ MCP ็ฎก็ๅทฅๅ ท๏ผๅนถๆฏๆ Git-aware ๆดๆฐ๏ผ็จไบ่ท่ธชไธๆธธๅๆดๅๆฌๅฐไฟฎๆนใ
Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.
Public Solana MCP registry metadata for Vybe Solana API
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
๐ค Taskade MCP ยท Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.
personal agent server mcp with multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams | mcp server of several socials
A CLI tool to create MCP (Model Context Protocol) applications with ease.
XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progressive disclosure of tool responses to reduce context usage. Use --mini param for build-only with tiny context footprint.
A runtime-free MCP server that converts source code into AST๐ฒ, regardless of language.
MCP server for OpenCode AI โ 70 tools, 10 resources, 5 prompts. Use npx opencode-mcp with Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP client.
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.
solana mcp sever to enable solana rpc methods
A comprehensive MCP server for Gradle.
The knowledge harness for AIโnative finance โ MCP server for LLMQuant Data.
Let your AI Agent review your iOS/Android apps for appstore policy & security bugs with ipaShip's web app, cli, mcp or claude-skill with safety hooks layer any any llm agent you use - loopin fixes in dev stage only no more waits till submissions.
MCP server for AI agents to analyze Excel spreadsheets through atomic operations. Like SQL for Excel. Fast, accurate, and efficient. No context overflow.
AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ enterprise tools, 25+ specialized agents, and A2A/MCP orchestration for scalable AI systems. Focuses on financial intelligence, RAG pipelines, observability, and secure governance. ACP Openclaw, Gemini CLI, Opencode
The official documentation of Gaia. Learn how to run nodes, deploy nodes to domains, find framework integrations and learn how to build and run agents with decentralized inferencing.
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.
A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool
๐ง Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.
Rust-based rewrite of Optopsy: An options backtesting engine exposed via Model Context Protocol (MCP)
Fetch only relevant tools for the current conversation and save cost while increasing the precision of your LLM Response