Model Context Protocol server for the Orbit framework — AI coding agents get framework knowledge, scaffolding (REST + GraphQL), and a security review tool.

Playwright MCP Server & Playwright-Automation-Framework-POC

Australian AI governance framework mapped to the Privacy Act and sector laws your AI use triggers — MCP server metadata

A local Python MCP server for analysing Robot Framework output.xml results and exposing structured failure data to Claude Desktop and Claude Code.

Unified NIST + OWASP security framework MCP server — 36 tools, 3439+ records, live NVD/KEV, PDF reading, STRIDE threat modeling, compliance mapping

Transform any Kubernetes CRD into type-safe KCL schemas and developer-friendly blueprints with CLI and AI integration

Rust MCP server for lossless agent-context compression, reducing token usage while preserving retrieval accuracy.

Open-source test automation for Android, iOS, web, smart TV (Android TV, Tizen, webOS) and Bluetooth (BLE) devices. Write tests as CSV/YAML, record them live, or let an AI agent build them over MCP. Self-healing locators: XPath, text, OCR, image.

Open source security for AI agents: an OS-enforced egress wall on macOS, and on Ubuntu 24.04 x86-64 via a separate package; keys only the operator holds; a hash-chained audit record. One command wraps Claude Code, Cursor, Hermes, OpenClaw or Cline on tested config paths. No vendor in the path. Claims trace to the Assurance Matrix.

Manage knowledge as apps | CLI | MCP | AI Knowledge Framework for AI Agents & Humans

Research-driven development framework — structured claims, compiled evidence, deterministic output

MCP server providing AI assistants with deep knowledge of the NoJS framework

Honest multi-agent research framework — skill, Python engine, MCP product.

MCP server for VTEX IO development — Store Framework, React, Node services, GraphQL, Admin and more

AI-powered toolkit for Microsoft Agent Framework (MAF) migrations — agents, skills, MCP server, and self-updating guide

MCP Server for Yii2 Framework - Database schema inspection, command execution, and project management

AI-first web framework with signal-based reactivity, atomic CSS, and a structured registry of 100+ components.

The tinystruct-mcp is an extensible MCP server based on tinystruct framework via the Model Context Protocol (MCP).

Metaventions AI Research Framework — Multi-tier signal capture for frontier intelligence. Architected Intelligence.

git for agent brains — move, debug, and secure AI agent state across 10 frameworks

MCP server exposing portfolio tools (Semantic Search, Eval Framework, Observability) via Model Context Protocol

MCP server for unified cognitive processing — deep reasoning framework for Cline, Claude & AI code assistants

481 standalone CSS+JS snippets for frontend design. Vanilla. Zero build step. Zero dependencies. Framework-agnostic.

Model Context Protocol (MCP) server enabling AI and LLM integration with the Moqui Framework.

Score, compare, and share human-AI collaboration patterns using the 4D framework community knowledge base, CLI, and MCP server

The testing framework CAD never had — automated validation, interference detection, and structural analysis for STEP assemblies. Like pytest for mechanical design.

Read-only MCP endpoint for the Context Stack: discover the framework, route a problem to the right layer, and read canonical sources.

MCP server for Cursor IDE that analyzes C#/.NET architecture quality using the MMI framework. Provides real-time feedback on Clean Architecture layering, encapsulation, and abstraction levels.

Servidor MCP para desarrollar en VTEX IO: Store Framework, React, Node, GraphQL y Admin, con scaffolding de apps y documentación embebida.

Verifier-gated support resolution engine — answers from your own docs with page citations, escalates what it can't verify. Microsoft Agent Framework (.NET) showcase.

Gemini MCP server for SuperClaude Framework v4.0.9 - Enhanced command routing with 22 commands (including business-panel), 14 agents, and 6 MCP integrations for Gemini CLI

Project-based auto-research AI agent framework. Problem × Evidence Matrix, evidence grading, MCP Server. Python 3.10+. | 项目制自动研究 Agent 框架：问题 × 证据矩阵、证据分级。

A股多Agent量化交易决策框架 — LangGraph 15位AI分析师辩论式分析，反思闭环+Token优化，支持DeepSeek/Qwen/GLM，附零依赖MCP server | Multi-agent A-share trading framework with reflection loop & MCP server

Empower OpenClaw, Hermes, Nanobot and other agent frameworks with advanced Claude CLI session management via MCP for superior AI programming capabilities

Rust multi-agent LLM framework — OpenClaw alternative. WhatsApp + Telegram + Gmail + browser agents on a single binary. NATS broker, MCP client+server, Claude/Anthropic OAuth, MiniMax, durable TaskFlow workflows.

Code intelligence MCP server. Indexes your repository into a confidence-aware call graph with SCIP ingestion, framework adapters, and evidence-fusion ranking for AI coding agents.

Deterministic strategic-planning frameworks (SWOT, Porter's, PESTLE, OKRs, Lean Canvas) as a local MCP server. 12 tools, no API keys, no network calls. Works in Claude, Cursor, OpenCode.

This Model Context Protocol (MCP) server enables AI assistants to interact with and execute Metasploit Framework commands through a standardized interface. The server wraps Metasploit functionality into MCP tools that can be discovered and used by compatible clients like Claude.

MCP server that injects structured professional domain expertise into AI agents — decision frameworks, compliance workflows, and practitioner knowledge for accounting, legal, medical, Islamic finance, cybersecurity, and 19 more domains

Automated web application penetration testing framework: OWASP Top 10 + advanced attacks, an autonomous AI agent (Ollama/Claude/OpenAI), SAST source-code analysis, and an MCP server, with professional CVSS-scored reports.

AI-native SDLC framework for regulated industries. 8 phase-gated stages, 9 specialized agents, built-in HIPAA / SOC 2 / PCI / GDPR scanners. Plugs into Claude Code via MCP (30+ tools). MIT, self-hostable. pip install octalume.

QA STLC Agents — six MCP servers + skills for AI-powered test case, Gherkin, self-healing Playwright generation, Helix-QA file writing, and existing-framework migration against Azure DevOps and Jira Cloud. Includes an 8-strategy LocatorHealer with a live

A mixin-first SCSS design system. Write your own selectors and call cia mixins: 24 themes, 32 framework-agnostic recipes, a 33-tool MCP server so AI agents read the real API, WCAG-graded themes, and zero runtime JavaScript in the package.

CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints (not conversation dumps), an idempotent action ledger that refuses duplicate side effects, and a hash-chained tamper-evident event log, all exposed as a deny-by-default MCP server. Framework-agnostic, Python 3.11+

Go + React framework and CLI that builds, runs and ships static sites, SPAs, web/mobile apps and Go APIs (Connect RPC, protobuf, SQL migrations, generated ORM/handlers/hooks/tests), with linters for agent-written code. Deploys to hosted infra, Kubernetes, Docker Compose or host processes. Also an MCP server.

an AI-native edge MCP controller that packages local device + network services into a single MCP Server for authorized agents. Tool convergence cuts token cost, 5-layer security ensures zero-trust, dual open-source frameworks (ESP32 + plugin engine, MIT) enable AI-constrained code generation. Pure local Rust core, Docker deployment.

Extensible browser automation and testing framework for .NET. Communicates directly with Chromium (CDP) and Firefox (WebDriver BiDi) over WebSocket, no Node.js dependency. Source generated protocol bindings, Roslyn analyzers, a test recorder, a Blazor visual runner, and an MCP server for AI agents, all built on public plugin interfaces.

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

Karni is an open-source Django + React framework for building with AI coding agents. Your agent writes only your domain. The API, admin, permissions and React screens come from a package you upgrade, not code it rewrites in each project. One rule set covers every coding agent. The build fails when an agent hand-writes what Karni ships.

MCP server for a compliance knowledge graph: 686 frameworks, 21,696+ controls, 310K+ cross-framework mappings. Node and Python implementations over stdio, plus a hosted endpoint.

Multi-agent coordination engine for AI frameworks — compiled Rust MCP server with adapters for Hermes, CrewAI, LangGraph, Haystack, OpenHands, MS Agent Framework, and Google ADK

Universal MCP tool gateway for AI agent frameworks — compiled Rust server with adapters for Hermes, CrewAI, LangGraph, Haystack, OpenHands, MS Agent Framework, and Google ADK

MCP server and framework adapters for Corsair. Expose 200+ integrations to any agent framework (Mastra, LangChain, LlamaIndex, OpenAI, Vercel AI, Claude) as tools.

Deterministic strategic-planning frameworks (SWOT, 4Ps, Lean Canvas, decision matrix) as a local MCP server. No API keys, no network calls. Pro unlocks 8 more frameworks.

Framework-aware code intelligence MCP server — 91 framework integrations, 81 languages, 72.7% fewer input tokens to review a pull request, comprehension at parity

Its fetchers bypass anti-bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi-session crawls. 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

AppleScript MCP Framework

MoziChem MCP tools built on top of the MoziChem framework

Modular, ecosystem-agnostic agentic SDLC framework.

A generic MCTS framework driven by an external AI agent.