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Aggregators & Toolkits MCP Servers
211 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 1035 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.
🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join he…
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational…
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your ope…
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI ag…
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…
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
🚀 自托管的抖音、TikTok、B 站数据采集与无水印视频下载 API,支持 AI agent 通过 MCP 调用与离线语…
Trigger.dev – build and deploy durable 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.
Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API…
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any…
An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control…
Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, A…
Write HTML. Render video. Built for agents.
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent work…
2,877+ reusable AI agent skills for Claude Code, Codex, Cursor and Gemini CLI. AAS Core adds local catalog discovery, agent-owned…
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13…
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, id…
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…
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…
An Agentic Framework for Reflective PowerPoint Generation
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, BIA, Privacy, and Reporting.…
A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.
Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it.
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platf…
The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 an…
Tutorials, Guides and Agent Skills Directories
The Unofficial and Awesome Home Assistant MCP Server
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
Platform for building and running AI agents across the full lifecycle — build, test, deploy, monitor, improve. Hosts your agents…
Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scop…
A Python library for building AI agents that leverage the full power of Google Antigravity.
A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curate…
196 production-ready AI agent templates for OpenClaw. SOUL.md configs across 24 categories. Submit yours!
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observa…
OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn
Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memory System for Agents
A secure low code deception runtime framework, leveraging AI for System Virtualization.
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuni…
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, an…
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users bu…
A curated list of the best awesome AI plugins for AI assistants including Claude Code, OpenAI Codex / ChatGPT, Gemini, Antigravity…
Enterprise-grade AI agent framework with multi-provider LLM management, secure knowledge bases and high-precision RAG, visual work…
Use Claude and Antigravity with Pi, OpenCode and other coding clients. Local API bridge, usage dashboard and Mac app. Antigravity…
A collection of remote MCP servers.
Public Solana MCP registry metadata for Vybe Solana API
🚀 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…
Stack-agnostic Claude Skills covering the full website lifecycle: brand, design, content, SEO, dev, ops, growth, and research. Bui…
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…
The ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MC…
🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher…
Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.
Curated reverse-engineering tools and learning resources for binaries, apps, firmware, formats, and protocols.
ReachAI企业级智能体开发平台:快速、安全完成已有业务系统智能化改造,让 AI 在 OA、ERP、CRM 等原…
Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.
The ultimate harness for coding agents and beyond. All your agents. All your machines. One command center. Start with code, then f…
Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code,…
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memo…
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST…
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with central…
Use ChatGPT Developer Mode as a local coding agent for your repo through MCP.
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structure…
A self-evolving agentic OS. A new architecture for agent execution, built on operating-system principles, with the harness as a pa…
Reliable AI Skill + MCP toolkit for agent-driven desktop CAD automation.
白箱AGI架构探索:元认知(自我认知循环)、持续学习(知识飞轮)、世界模型(条件空间+语义…
⚡ Awesome AI Gateway — pick an AI gateway from 220+ (LiteLLM, OpenRouter, Portkey, Kong, Higress, new-api, Bifrost) by cost, s…
UI over MCP. Create next-gen UI experiences with the protocol and SDK!
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding pre…
Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and kee…
DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic…
Hermes Agent skills and plugins: 350+ tools, memory providers, and guides for Nous Research's agent.
Framework-aware code intelligence MCP server — 88 framework integrations, 81 languages, 72.7% fewer input tokens to review a pul…
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents w…
One endpoint for every LLM vendor. Any SDK, any model, any tool. One Rust binary.
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Her…
AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex…
🐋 DeepSeek Harness 插件总目录 · The catalog of DSH plugins:1958 个仓库 / 1819 个真插件(Skills · MCP · Tools…
Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to…
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic…
The AI automation platform, self-hosted. Describe the job in chat and LiveContext builds it: readable workflows, scoped AI agents,…
Open-source alternative to Claude Cowork — a local-first AI agent desktop app · multi-model · self-evolving skills · privacy-…
The open-source agentic framework to build, orchestrate, and operate production AI agents.
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
The control plane for AI coding agents.
Agent Systems Handbook by Prompthon — A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A…
Practical AI guides, coding-agent skills, playbooks and tools for solo builders making products and content. Contribute a workflow…
A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaborati…
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…
IoT DC3 is a multi-protocol, cloud-native, AI-powered, open-source industrial IoT platform evolving toward AI agents. A complete I…
Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes
Maps: curated list of agent observability tools, standards and platforms (OTel GenAI, tracing, evals, guardrails, MCP)
Build autonomous AI agents in Python.
Awesome MCP Servers - A curated list of Model Context Protocol servers
Collection of Apify agent skills
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…
MCP server and Python SDK that generates, runs and refines AI agent workflows from natural language (Generative Workflow, A2A, Fas…
High-performance, memory-efficient Rust web crawler & content extraction engine for AI agents and RAG. Adaptive crawling, clean Ma…
Open-source Agent Operating System
Adversary simulation and Red teaming platform with AI
Autonomous AI pentesting engine, continuous offensive security across web, cloud, identity, CI/CD, IaC, databases, Active Director…
Open-source research assistant and MCP audit toolkit for systematic reviews: cited research reports, PRISMA tracking, evidence and…
Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Hundreds of airlines plus the major bookin…
1098 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — from PRDs and postmortems to appealing a disability…
🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex,…
A single interface to use and evaluate different agent frameworks
80+ production-ready AI agent examples in Python — build autonomous agents, multi-agent systems and agentic AI with uAgents, ASI…
A list of open-source AI projects you can use to generate income easily.
The foundation layer for agentic intelligence.
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server…
Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control
Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for…
Official Aeon - the open-source autonomous AI agent framework. Runs unattended on your GitHub Actions, self-healing skills, drives…
AI agent microservice
Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed executi…
Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, D…
Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included
A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skil…
Curated list of awesome AI tools to build beautiful UI/UX.
KSoR (Knowledge System of Record) is an open-source SDK for building governed, authoritative knowledge systems for humans and AI a…
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研…
🏆 Ranked list of 167 AI agent harnesses, plus copy-paste templates (AGENTS.md, safe Claude Code settings, a minimal harness) an…
Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether Ch…
OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents…
AI red-teaming tool and LLM security framework to evaluate agentic AI applications. Tests prompt injections, handles vulnerability…
Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.
TypeScript AI SDK and agent framework with zero dependencies. Build production AI agents and multi-agent swarms: durable execution…
MCP server SDK/example implemented entirely in bash — build a Model Context Protocol server with no runtime dependency beyond a…
Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGr…
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.
Agent communication SDK. The open-source agent communication layer for AI agents — email, WhatsApp, Slack, Discord, Telegram, SM…
Agent samples built using the Strands Agents SDK.
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server.…
HAR: open agent harness (CLI + MCP) for coding agents. Isolated worktrees, deterministic verify, software factory workflows for Cl…
Standards for building agents, better
Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditab…
LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with Claude C…
One IDE for you and your AI team. A VS Code fork where Claude Code, Codex, Antigravity, and Muse Code work in parallel across mult…
Framework retired. Prompts and document generators moved to AgentDock/prompt-library, the book to AgentDock/ai-agents-book. See th…
LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, mu…
Self-hosted AI agent harness in a single Go binary — writes, sandbox-tests and repairs its own tools, and lets Claude Code, Code…
Harness-oriented agent system framework for production-grade LLM agent applications
Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works w…
Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. P…
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
Install, run and deploy your own decentralized AI agent service
An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, a…
AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, st…
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitH…
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity.…
Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify…
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…
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19…
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
A curated list of awesome things related to the WebMCP W3C standard
AI Agent Toolkit 2026: Smart Device Control for iOS & Android
This GitHub repo is a powerhouse collection of AI APIs you can start using immediately to ship real products — from LLM tools to…
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free A…
Connect any code. Call as dependency. The official repository for Graftcode: the integration-free development layer that lets you…
Debug your AI agents
🚀 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…
Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.
A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore,…
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules…
A curated list of AI tools, libraries, and resources for economics research, teaching, and policy analysis. Maintained by the Open…
Companionship, chat, coding, and work share one memory and context framework — the kind of AI you see in science fiction: it kee…
Fast-track AI innovation with a centralized, trusted, curated registry
AI agent skills for the Universal Registry - search, chat, and register 72,000+ agents across 14+ protocols. Works with Claude, Co…
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…
A code-first, composable SDK to build powerful AI agents
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…
The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-read…
Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and a…
A security scanner for your LLM agentic workflows
The official HOL Standards SDK, implementing the standards found in https://hol.org/docs/standards
A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in…
The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and…
mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test pro…
A minimal yet powerful framework for creating AI agents with full control over tools, providers, and execution flow.
The open source task board where AI agents do the work. Self-hosted, MCP-native, zero data collection.
✨ A curated list of awesome GitHub instructions, prompt, skills, MCPs and agent markdown files for enhancing your GitHub Copilot…
A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."
A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and…
Agentic memory infra for AI agents
AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55…
Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent registry
Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE…
Curated workflow recipes that combine hooks, MCP servers, skills, agents, and CLAUDE.md to automate real Claude Code tasks
Turn a production incident into a structured 9-section LLM response (severity, root cause, mitigation, postmortem). Ships with a 5…
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.