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Aggregators & Toolkits MCP Servers
157 Aggregators & Toolkits MCP servers, ranked by MCP Score. Every card links to a full profile — stars, language, commit activity, health score and related projects — refreshed daily.
Live data · Updated daily · part of 700 MCP servers analyzed
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud,…
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC,…
A collection of MCP servers.
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversat…
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your ope…
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI ag…
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Mastra is the modern TypeScript framework for AI-powered applications and agents.
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipeline…
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workf…
A Go agent harness and service framework
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, an…
Trigger.dev – build and deploy fully‑managed AI agents and workflows
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control…
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any…
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent work…
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and plan…
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified too…
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
An Agentic Framework for Reflective PowerPoint Generation
CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, BIA, Privacy, and Reporting.…
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with central…
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platf…
A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding pre…
Write HTML. Render video. Built for agents.
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST…
AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师…
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, id…
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents w…
AI agent microservice
TypeScript AI agent orchestration framework with dynamic workflows. Describe the goal, not the graph: a coordinator plans the task…
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13…
🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher…
A secure low code deception runtime framework, leveraging AI for System Virtualization.
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
A Python library for building AI agents that leverage the full power of Google Antigravity.
China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users bu…
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observa…
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Her…
A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curate…
The Unofficial and Awesome Home Assistant MCP Server
全能协议分析工具:浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | Al…
A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skil…
LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, mu…
One place to manage & connect to all your MCP servers
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool disco…
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skill…
js hook toolkit that all you need
The control plane for AI coding agents.
Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex,…
822 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — decode a lease, write a PRD, run the AGM, prep the D…
A single interface to use and evaluate different agent frameworks
Autonomous AI pentesting engine, continuous offensive security across web, cloud, AD & Kubernetes. Agentic reasoning + real exploi…
UI over MCP. Create next-gen UI experiences with the protocol and SDK!
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server…
Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI…
Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for…
A list of open-source AI projects you can use to generate income easily.
Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed executi…
The foundation layer for agentic intelligence.
🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic…
Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control, skills managemen…
Agent-native flight search & booking. Hundreds of airlines plus the major booking sites (Google Flights, Skyscanner, Kiwi). Per-fl…
MCP server SDK/example implemented entirely in bash — build a Model Context Protocol server with no runtime dependency beyond a…
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
Use ChatGPT Developer Mode as a local coding agent for your repo through MCP.
Public Solana MCP registry metadata for Vybe Solana API
Agent samples built using the Strands Agents SDK.
Flyto2 Core is the open-source execution kernel for automation and AI-agent workflows: 452 registry-backed modules, MCP-native tra…
A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaborati…
Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.
Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and kee…
OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents…
Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.
A minimal yet powerful framework for creating AI agents with full control over tools, providers, and execution flow.
An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.
Python automation toolkit for SolidWorks API
AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex…
Build autonomous AI agents in Python.
Awesome MCP Servers - A curated list of Model Context Protocol servers
Claude Code and Codex skills for LinkedIn growth: write human-sounding posts, craft comments that get noticed, analyze your feed,…
Agent communication SDK. The open-source agent communication layer for AI agents — email, WhatsApp, Slack, Discord, Telegram, SM…
The ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MC…
Adversary simulation and Red teaming platform with AI
LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with Claude C…
Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. P…
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, e…
Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify…
🏆 Curated, ranked list of AI agent harnesses (100+) — plus an MCP server, llms.txt & JSON so agents can recommend them too. R…
Make AI actually work for you - A personal agent that writes its own tools and repairs itself.
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitH…
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Ready To-Use skills, Compile any API spec i…
Open-source Agent Operating System
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fe…
Self-hosted runtime control plane for AI agents. Blocks the rogue tool call before it executes: dangerous commands, secret leaks,…
AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, st…
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free A…
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One Fi…
🚀 2026 最系统的 AI Agent 速成指南|智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对…
Curated list of awesome AI tools to build beautiful UI/UX.
Fast-track AI innovation with a centralized, trusted, curated registry
162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours!
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研…
Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether Ch…
A code-first, composable SDK to build powerful AI agents
Standards for building agents, better
A curated list of AI tools, libraries, and resources for economics research, teaching, and policy analysis. Maintained by the Open…
Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .s…
Stack-agnostic Claude Skills covering the full website lifecycle: brand, design, content, SEO, dev, ops, growth, and research. Bui…
The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and…
一个多智能体协作应用平台,支持多策略 Agent 调度、多工具编排、RAG 检索增强、会话记忆与执行…
⚡ Awesome AI Gateway — pick an AI gateway from 100+ (LiteLLM, OpenRouter, Portkey, Kong, Higress, new-api, Bifrost) by cost, s…
面向 OA、ERP、CRM、工单等企业系统快速构建智能体,让 AI 在权限、审计与治理约束下安全调用真…
Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGr…
Tutorials, Guides and Agent Skills Directories
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, D…
A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity.…
Debug your AI agents
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19…
The official HOL Standards SDK, implementing the standards found in https://hol.org/docs/standards
🚀 Universal SDK for building next-gen MCP servers
Secure autonomous AI agent framework and platform. Build AI teams by describing what you want. Orchestrate agents that can do ever…
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules…
mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub
The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-read…
Install, run and deploy your own decentralized AI agent service
Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.
Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and a…
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test pro…
✨ A curated list of awesome GitHub instructions, prompt, skills, MCPs and agent markdown files for enhancing your GitHub Copilot…
A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore,…
A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and…
A security scanner for your LLM agentic workflows
Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent registry
AI agent skills for the Universal Registry - search, chat, and register 72,000+ agents across 14+ protocols. Works with Claude, Co…
Turn a production incident into a structured 9-section LLM response (severity, root cause, mitigation, postmortem). Ships with a 5…
Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE…
The official HOL SDK for Go, implementing the Hiero Consensus Specifications (https://github.com/hiero-ledger/hiero-consensus-spec…
MCP Score = activity (40: pushed within 7/30/90/180 days) + popularity (30: log of stars) + community (20: log of forks) + maturity (10: repo age). Deterministic, computed from public GitHub data at every refresh.