Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic

MCP server, CLI, and agent skills for Pipefy.

An MCP server that allows users to dynamically add custom tools/functions at runtime

MCP Toolbox for Databases is an open source MCP server for databases.

Dynamically expose tools from proxied servers based on an Agent Persona

Share the same project justfile tasks with your AI Coding Agent.

A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

Model Context Protocol For R

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol

Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)

MCP server for Kali Linux penetration testing - 121 tools for AI-assisted security testing - Giving Agents access to full pentesting tools

This project provides a toolset to crawl websites wikis, tool/library documentions and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.

A modular external attack surface mapping tool integrating tools for automated reconnaissance and bug bounty workflows.

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.

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.

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

Complete Unreal Engine development toolkit exposed as MCP tools.

Zero trust gateway for MCP servers. Aggregate, filter, and securely access MCP tools from anywhere without VPNs, open ports, or exposed endpoints. Built on OpenZiti, zrok, and Agora with cryptographic identity, mTLS, per-client isolation, and tool-level permission control.

Android ADB CLI tool including integrated MCP Server with common adb actions used during development

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️