# AgentoolRank

> AgentoolRank ranks 670 open-source AI agent tools by real GitHub activity (stars, star growth, commits, releases, issue response time) and compares them side by side.

Data is refreshed from the GitHub API; last refresh: 2026-10-02. Every tool page lists capabilities, integrations, limitations, best-for / not-for, and pricing.

## Categories
- [Agent Frameworks](https://agentoolrank.com/category/agent-frameworks): 329 tools
- [Tool Integration & Infrastructure](https://agentoolrank.com/category/tool-integration): 128 tools
- [Memory & Knowledge](https://agentoolrank.com/category/memory-knowledge): 127 tools
- [Observability & Evaluation](https://agentoolrank.com/category/observability-evaluation): 70 tools
- [Enterprise Agent Platforms](https://agentoolrank.com/category/enterprise-agent-platforms): 57 tools
- [Coding Agents](https://agentoolrank.com/category/coding-agents): 42 tools
- [Voice Agents](https://agentoolrank.com/category/voice-agents): 42 tools
- [MCP Servers](https://agentoolrank.com/category/mcp-servers): 29 tools
- [No-Code Agent Builders](https://agentoolrank.com/category/no-code-agent-builders): 27 tools
- [Browser & Web Agents](https://agentoolrank.com/category/browser-web-agents): 17 tools
- [Agent Protocols & Standards](https://agentoolrank.com/category/agent-protocols): 11 tools
- [Sandboxes & Execution Environments](https://agentoolrank.com/category/sandboxes-execution): 9 tools

## Top tools
- [Orca](https://agentoolrank.com/tool/orca): Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime. (82,800 GitHub stars)
- [DBX](https://agentoolrank.com/tool/dbx): 25 MB cross-platform client for 100+ databases with a built-in AI assistant and MCP Server (23,621 GitHub stars)
- [DeepSeek Harness](https://agentoolrank.com/tool/deepseek-harness): DeepSeek Harness: Everything is a Plugin. (241,465 GitHub stars)
- [hermes-agent](https://agentoolrank.com/tool/hermes-agent): The agent that grows with you (250,481 GitHub stars)
- [OmniRoute](https://agentoolrank.com/tool/omniroute): OpenAI-compatible gateway for multi-provider routing, retries, fallbacks, caching, and observability (71,922 GitHub stars)
- [OpenHuman](https://agentoolrank.com/tool/openhuman): OpenHuman is the fastest, cheapest, most efficient open-source agent harness. Written in Rust (40,363 GitHub stars)
- [Codex](https://agentoolrank.com/tool/codex): Lightweight coding agent that runs in your terminal (127,498 GitHub stars)
- [HyperFrames](https://agentoolrank.com/tool/hyperframes): Write HTML. Render video. Built for agents. (55,039 GitHub stars)
- [LiteLLM](https://agentoolrank.com/tool/litellm): Open-source Python SDK and AI gateway for calling 100+ LLMs through a unified OpenAI-compatible interface (59,982 GitHub stars)
- [n8n](https://agentoolrank.com/tool/n8n): Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. (206,425 GitHub stars)
- [vLLM](https://agentoolrank.com/tool/vllm): A high-throughput and memory-efficient inference and serving engine for LLMs (93,014 GitHub stars)
- [Unsloth](https://agentoolrank.com/tool/unsloth): Unsloth Studio is a web UI for training and running open models like Qwen, DeepSeek, gpt-oss and Gemma locally. (77,108 GitHub stars)
- [omp](https://agentoolrank.com/tool/oh-my-pi): ⌥ Coding agent with the IDE wired in. Built by Stencil Labs. (33,933 GitHub stars)
- [Hypit](https://agentoolrank.com/tool/hypit): A language and system for AI agents to clone or create videos with footage, captions, B-roll, and effects (18,394 GitHub stars)
- [Hindsight](https://agentoolrank.com/tool/hindsight): Hindsight: Agent Memory That Learns (44,127 GitHub stars)
- [llama.cpp](https://agentoolrank.com/tool/llama-cpp): LLM inference in C/C++ (130,040 GitHub stars)
- [ragflow](https://agentoolrank.com/tool/ragflow): Open-source RAG engine combining knowledge retrieval and agent capabilities for LLMs (91,573 GitHub stars)
- [CopilotKit](https://agentoolrank.com/tool/copilotkit): The Frontend Stack for Agents & Generative UI. React + Angular.  Makers of the AG-UI Protocol (37,639 GitHub stars)
- [Cognee](https://agentoolrank.com/tool/cognee): Knowledge Engine for AI Agent Memory in 6 lines of code (31,261 GitHub stars)
- [OmO](https://agentoolrank.com/tool/oh-my-openagent): OmO: Just type "mass ulw" keyword with your prompt. Now you are the master of graph engineering. (69,718 GitHub stars)
- [Graphify](https://agentoolrank.com/tool/graphify): Local tool that parses code, docs, SQL schemas, configs, and PDFs into a queryable knowledge graph (122,937 GitHub stars)
- [Langfuse](https://agentoolrank.com/tool/langfuse): Open-source LLM engineering platform for observability, evaluation, prompt and dataset management (35,266 GitHub stars)
- [Mastra](https://agentoolrank.com/tool/mastra): From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. (28,467 GitHub stars)
- [LobeHub](https://agentoolrank.com/tool/lobe-chat): Open-source platform for building, scheduling, and managing collaborative AI agent teams (82,940 GitHub stars)
- [Cherry Studio](https://agentoolrank.com/tool/cherry-studio): AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs (52,301 GitHub stars)
- [career-ops](https://agentoolrank.com/tool/career-ops): Local open-source AI agent that checks job listings, scores CV fit, and tailors application materials (73,195 GitHub stars)
- [Cua](https://agentoolrank.com/tool/cua): Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation. (27,643 GitHub stars)
- [codebase-memory-mcp](https://agentoolrank.com/tool/codebase-memory-mcp): MCP server indexing codebases into a persistent knowledge graph with tree-sitter and hybrid LSP (45,600 GitHub stars)
- [WeKnora](https://agentoolrank.com/tool/weknora): Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. (31,596 GitHub stars)
- [LangChain](https://agentoolrank.com/tool/langchain): The agent engineering platform (147,349 GitHub stars)
- [AG-UI](https://agentoolrank.com/tool/ag-ui): AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications. (16,190 GitHub stars)
- [Pipecat](https://agentoolrank.com/tool/pipecat): Open Source framework for voice and multimodal conversational AI (16,119 GitHub stars)
- [Open Interpreter](https://agentoolrank.com/tool/open-interpreter): A natural language interface for computers (68,484 GitHub stars)
- [MinerU](https://agentoolrank.com/tool/mineru): Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. (80,939 GitHub stars)
- [herdr](https://agentoolrank.com/tool/herdr): the runtime your coding agents live on (41,756 GitHub stars)
- [goose](https://agentoolrank.com/tool/goose): an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM (54,837 GitHub stars)
- [LibreChat](https://agentoolrank.com/tool/librechat): Open-source ChatGPT-like interface for multiple AI models, agents, and sandboxed code execution (45,177 GitHub stars)
- [Kestra](https://agentoolrank.com/tool/kestra): Event Driven Orchestration & Scheduling Platform for Mission Critical Applications (28,591 GitHub stars)
- [Open WebUI](https://agentoolrank.com/tool/open-webui): User-friendly AI Interface (Supports Ollama, OpenAI API, ...) (153,704 GitHub stars)
- [Pascal Editor](https://agentoolrank.com/tool/editor): Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents. (24,482 GitHub stars)
- [Dify](https://agentoolrank.com/tool/dify): Production-ready platform for agentic workflow development. (157,652 GitHub stars)
- [Bifrost AI Gateway](https://agentoolrank.com/tool/bifrost): Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS. (8,498 GitHub stars)
- [CC Switch](https://agentoolrank.com/tool/cc-switch): Cross-platform desktop app for switching AI agent providers and managing MCP, Skills, and Prompts (139,307 GitHub stars)
- [OpenHands](https://agentoolrank.com/tool/openhands): 🙌 OpenHands: AI-Driven Development (89,698 GitHub stars)
- [headroom](https://agentoolrank.com/tool/headroom): Compresses tool outputs, logs, RAG chunks, files, and conversation history before they reach LLMs (74,218 GitHub stars)
- [Vibe-Trading](https://agentoolrank.com/tool/vibe-trading): "Vibe-Trading: Your Personal Trading Agent" (34,407 GitHub stars)
- [oh-my-claudecode](https://agentoolrank.com/tool/oh-my-claudecode): Teams-first Multi-agent orchestration for Claude Code (39,505 GitHub stars)
- [Claude-Mem](https://agentoolrank.com/tool/claude-mem): Captures and compresses agent activity to provide relevant context across coding sessions (95,073 GitHub stars)
- [Hermes Web UI](https://agentoolrank.com/tool/hermes-webui): Hermes WebUI: The best way to use Hermes Agent from the web or from your phone! (18,716 GitHub stars)
- [QwenLM/qwen-code](https://agentoolrank.com/tool/qwen-code): An open-source AI coding agent that lives in your terminal. (28,261 GitHub stars)
- [Pydantic AI](https://agentoolrank.com/tool/pydantic-ai): AI Agent Framework, the Pydantic way (20,308 GitHub stars)
- [PraisonAI](https://agentoolrank.com/tool/praisonai): Low-code multi-agent AI framework for planning, research, coding, and cross-platform delivery (9,116 GitHub stars)
- [Promptfoo](https://agentoolrank.com/tool/promptfoo): Open-source CLI and library for evaluating and red-teaming prompts, agents, RAG systems, and LLM apps (25,615 GitHub stars)
- [Langflow](https://agentoolrank.com/tool/langflow): Langflow is a powerful tool for building and deploying AI-powered agents and workflows. (155,422 GitHub stars)
- [World Monitor](https://agentoolrank.com/tool/worldmonitor): AI-powered dashboard for real-time news aggregation, geopolitical monitoring, and infrastructure tracking (87,646 GitHub stars)
- [OpenSEO](https://agentoolrank.com/tool/open-seo): Open source alternative to Semrush and Ahrefs (22,037 GitHub stars)
- [Browser-Use](https://agentoolrank.com/tool/browser-use): 🌐 Make websites accessible for AI agents. Automate tasks online with ease. (116,892 GitHub stars)
- [DeepTutor](https://agentoolrank.com/tool/deeptutor): DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. (40,605 GitHub stars)
- [Omnigent](https://agentoolrank.com/tool/omnigent): Open-source meta-harness for orchestrating Claude Code, Codex, Cursor, Pi, and custom AI agents (10,391 GitHub stars)
- [Ruflo](https://agentoolrank.com/tool/ruflo): Agent framework for multi-agent swarms, autonomous workflows, adaptive memory, and vector RAG (73,613 GitHub stars)
- [AI SDK](https://agentoolrank.com/tool/ai): The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents (27,070 GitHub stars)
- [SiYuan](https://agentoolrank.com/tool/siyuan): An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together (46,596 GitHub stars)
- [Claude Code](https://agentoolrank.com/tool/claude-code): Agentic coding tool that understands codebases and handles tasks and Git workflows from your terminal (148,789 GitHub stars)
- [Agent Orchestrator](https://agentoolrank.com/tool/agent-orchestrator): Run and supervise teams of coding agents from planning to merge. Any harness (Claude code, codex, +25 more). Desktop, web, mobile, and cloud agents. (12,590 GitHub stars)
- [ECC](https://agentoolrank.com/tool/ecc): Coordinated engineering system for AI coding agents with planning, testing, review, memory, and security (270,434 GitHub stars)
- [SkillSpector](https://agentoolrank.com/tool/skillspector): Scans AI agent skills for prompt injection, data exfiltration, supply-chain risks, and vulnerabilities (18,875 GitHub stars)
- [Crush](https://agentoolrank.com/tool/crush): Glamourous agentic coding for all 💘 (28,432 GitHub stars)
- [agents](https://agentoolrank.com/tool/agents): A framework for building realtime voice AI agents 🤖🎙️📹 (14,437 GitHub stars)
- [AutoGPT](https://agentoolrank.com/tool/auto-gpt): AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. (187,632 GitHub stars)
- [Docling](https://agentoolrank.com/tool/docling): Get your documents ready for gen AI (68,248 GitHub stars)
- [DeerFlow](https://agentoolrank.com/tool/deer-flow): Open-source agent harness for long-horizon research, coding, and content creation (83,295 GitHub stars)
- [9Router](https://agentoolrank.com/tool/9router): Local AI router for coding agents with provider fallback and 20–40% token-saving output compression (30,147 GitHub stars)
- [OpenViking](https://agentoolrank.com/tool/openviking): Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. (39,075 GitHub stars)
- [Superset](https://agentoolrank.com/tool/superset): Superset is an agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent with your own subscription. (14,794 GitHub stars)
- [Ollama](https://agentoolrank.com/tool/ollama): Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. (181,998 GitHub stars)
- [crewAI](https://agentoolrank.com/tool/crewai): Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. (59,255 GitHub stars)
- [Opik](https://agentoolrank.com/tool/opik): Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. (22,316 GitHub stars)
- [LobeHub](https://agentoolrank.com/tool/lobehub): 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team. (82,941 GitHub stars)
- [AgentScope](https://agentoolrank.com/tool/agentscope): Build and run agents you can see, understand and trust. (32,643 GitHub stars)
- [PageIndex](https://agentoolrank.com/tool/pageindex): 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG (38,329 GitHub stars)
- [Context Mode](https://agentoolrank.com/tool/context-mode): MCP server that sandboxes tool output, persists session memory, and enforces routing across platforms (24,659 GitHub stars)
- [OpenSandbox](https://agentoolrank.com/tool/opensandbox): Secure, Fast, and Extensible Sandbox runtime for AI agents. (15,631 GitHub stars)
- [Firecrawl](https://agentoolrank.com/tool/firecrawl): 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data (187,381 GitHub stars)
- [AI Job Search](https://agentoolrank.com/tool/ai-job-search): Local Claude Code framework for evaluating jobs, tailoring CVs, writing cover letters, and interview prep (44,651 GitHub stars)
- [Agno](https://agentoolrank.com/tool/agno): Build, run, and manage agent platforms. (42,450 GitHub stars)
- [DeepEval](https://agentoolrank.com/tool/deepeval): The LLM Evaluation Framework (18,534 GitHub stars)
- [Composio](https://agentoolrank.com/tool/composio): Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action. (30,386 GitHub stars)
- [Semantica](https://agentoolrank.com/tool/semantica): Graph-Native Infrastructure for Context and Accountable AI Systems (13,604 GitHub stars)
- [Temporal](https://agentoolrank.com/tool/temporal): Temporal service (23,399 GitHub stars)
- [Open Notebook](https://agentoolrank.com/tool/open-notebook): An Open Source implementation of Notebook LM with more flexibility and features (39,684 GitHub stars)
- [Claude Code Router](https://agentoolrank.com/tool/claude-code-router): Use Claude Code as the foundation for coding infrastructure, allowing you to decide how to interact with the model while enjoying updates from Anthropic. (37,496 GitHub stars)
- [phoenix](https://agentoolrank.com/tool/phoenix): AI Observability & Evaluation (11,669 GitHub stars)
- [Manifest](https://agentoolrank.com/tool/manifest): Smart LLM Routing for OpenClaw. Cut Costs up to 70% 🦞🦚 (7,552 GitHub stars)
- [Happy](https://agentoolrank.com/tool/happy): Mobile and Web client for Codex and Claude Code, with realtime voice, encryption and fully featured (23,969 GitHub stars)
- [Mem0](https://agentoolrank.com/tool/mem0): Universal memory layer for AI Agents (66,412 GitHub stars)
- [Skyvern](https://agentoolrank.com/tool/skyvern): Automate browser based workflows with AI (23,114 GitHub stars)
- [Chrome DevTools for agents](https://agentoolrank.com/tool/chrome-devtools-mcp): Chrome DevTools for coding agents (52,833 GitHub stars)
- [MCP Inspector](https://agentoolrank.com/tool/inspector): Visual testing tool for MCP servers (10,997 GitHub stars)
- [LangGraph](https://agentoolrank.com/tool/langgraph): Build resilient language agents as graphs. (42,550 GitHub stars)
- [langwatch](https://agentoolrank.com/tool/langwatch): The platform for LLM evaluations and AI agent testing (4,894 GitHub stars)

## Comparisons
- [DeepSeek Harness vs hermes-agent](https://agentoolrank.com/compare/deepseek-harness-vs-hermes-agent)
- [DeepSeek Harness vs OpenHuman](https://agentoolrank.com/compare/deepseek-harness-vs-openhuman)
- [DeepSeek Harness vs llama.cpp](https://agentoolrank.com/compare/deepseek-harness-vs-llama-cpp)
- [DeepSeek Harness vs OmO](https://agentoolrank.com/compare/deepseek-harness-vs-oh-my-openagent)
- [DeepSeek Harness vs Langfuse](https://agentoolrank.com/compare/deepseek-harness-vs-langfuse)
- [DeepSeek Harness vs LobeHub](https://agentoolrank.com/compare/deepseek-harness-vs-lobe-chat)
- [Cherry Studio vs DeepSeek Harness](https://agentoolrank.com/compare/cherry-studio-vs-deepseek-harness)
- [hermes-agent vs OpenHuman](https://agentoolrank.com/compare/hermes-agent-vs-openhuman)
- [hermes-agent vs llama.cpp](https://agentoolrank.com/compare/hermes-agent-vs-llama-cpp)
- [hermes-agent vs OmO](https://agentoolrank.com/compare/hermes-agent-vs-oh-my-openagent)
- [hermes-agent vs Langfuse](https://agentoolrank.com/compare/hermes-agent-vs-langfuse)
- [hermes-agent vs LobeHub](https://agentoolrank.com/compare/hermes-agent-vs-lobe-chat)
- [Cherry Studio vs hermes-agent](https://agentoolrank.com/compare/cherry-studio-vs-hermes-agent)
- [llama.cpp vs OpenHuman](https://agentoolrank.com/compare/llama-cpp-vs-openhuman)
- [OmO vs OpenHuman](https://agentoolrank.com/compare/oh-my-openagent-vs-openhuman)
- [Langfuse vs OpenHuman](https://agentoolrank.com/compare/langfuse-vs-openhuman)
- [LobeHub vs OpenHuman](https://agentoolrank.com/compare/lobe-chat-vs-openhuman)
- [Cherry Studio vs OpenHuman](https://agentoolrank.com/compare/cherry-studio-vs-openhuman)
- [llama.cpp vs OmO](https://agentoolrank.com/compare/llama-cpp-vs-oh-my-openagent)
- [Langfuse vs llama.cpp](https://agentoolrank.com/compare/langfuse-vs-llama-cpp)
- [llama.cpp vs LobeHub](https://agentoolrank.com/compare/llama-cpp-vs-lobe-chat)
- [Cherry Studio vs llama.cpp](https://agentoolrank.com/compare/cherry-studio-vs-llama-cpp)
- [Langfuse vs OmO](https://agentoolrank.com/compare/langfuse-vs-oh-my-openagent)
- [LobeHub vs OmO](https://agentoolrank.com/compare/lobe-chat-vs-oh-my-openagent)
- [Cherry Studio vs OmO](https://agentoolrank.com/compare/cherry-studio-vs-oh-my-openagent)
- [Langfuse vs LobeHub](https://agentoolrank.com/compare/langfuse-vs-lobe-chat)
- [Cherry Studio vs Langfuse](https://agentoolrank.com/compare/cherry-studio-vs-langfuse)
- [Cherry Studio vs LobeHub](https://agentoolrank.com/compare/cherry-studio-vs-lobe-chat)
- [AG-UI vs CopilotKit](https://agentoolrank.com/compare/ag-ui-vs-copilotkit)
- [CopilotKit vs LibreChat](https://agentoolrank.com/compare/copilotkit-vs-librechat)
- [CopilotKit vs Model Context Protocol](https://agentoolrank.com/compare/copilotkit-vs-specification)
- [Casibase vs CopilotKit](https://agentoolrank.com/compare/casibase-vs-copilotkit)
- [A2A vs CopilotKit](https://agentoolrank.com/compare/a2a-vs-copilotkit)
- [CopilotKit vs Khazix Skills](https://agentoolrank.com/compare/copilotkit-vs-khazix-skills)
- [Bindu vs CopilotKit](https://agentoolrank.com/compare/bindu-vs-copilotkit)
- [AG-UI vs LibreChat](https://agentoolrank.com/compare/ag-ui-vs-librechat)
- [AG-UI vs Model Context Protocol](https://agentoolrank.com/compare/ag-ui-vs-specification)
- [AG-UI vs Casibase](https://agentoolrank.com/compare/ag-ui-vs-casibase)
- [A2A vs AG-UI](https://agentoolrank.com/compare/a2a-vs-ag-ui)
- [AG-UI vs Khazix Skills](https://agentoolrank.com/compare/ag-ui-vs-khazix-skills)
- [AG-UI vs Bindu](https://agentoolrank.com/compare/ag-ui-vs-bindu)
- [LibreChat vs Model Context Protocol](https://agentoolrank.com/compare/librechat-vs-specification)
- [Casibase vs LibreChat](https://agentoolrank.com/compare/casibase-vs-librechat)
- [A2A vs LibreChat](https://agentoolrank.com/compare/a2a-vs-librechat)
- [Khazix Skills vs LibreChat](https://agentoolrank.com/compare/khazix-skills-vs-librechat)
- [Bindu vs LibreChat](https://agentoolrank.com/compare/bindu-vs-librechat)
- [Casibase vs Model Context Protocol](https://agentoolrank.com/compare/casibase-vs-specification)
- [A2A vs Model Context Protocol](https://agentoolrank.com/compare/a2a-vs-specification)
- [Khazix Skills vs Model Context Protocol](https://agentoolrank.com/compare/khazix-skills-vs-specification)
- [Bindu vs Model Context Protocol](https://agentoolrank.com/compare/bindu-vs-specification)
- [A2A vs Casibase](https://agentoolrank.com/compare/a2a-vs-casibase)
- [Casibase vs Khazix Skills](https://agentoolrank.com/compare/casibase-vs-khazix-skills)
- [Bindu vs Casibase](https://agentoolrank.com/compare/bindu-vs-casibase)
- [A2A vs Khazix Skills](https://agentoolrank.com/compare/a2a-vs-khazix-skills)
- [A2A vs Bindu](https://agentoolrank.com/compare/a2a-vs-bindu)
- [Bindu vs Khazix Skills](https://agentoolrank.com/compare/bindu-vs-khazix-skills)
- [Browser-Use vs Firecrawl](https://agentoolrank.com/compare/browser-use-vs-firecrawl)
- [Browser-Use vs Skyvern](https://agentoolrank.com/compare/browser-use-vs-skyvern)
- [Browser-Use vs BrowserOS](https://agentoolrank.com/compare/browser-use-vs-browseros)
- [Browser-Use vs Crawl4AI](https://agentoolrank.com/compare/browser-use-vs-crawl4ai)
- [Browser-Use vs camofox-browser](https://agentoolrank.com/compare/browser-use-vs-camofox-browser)
- [Browser-Use vs OpenCLI](https://agentoolrank.com/compare/browser-use-vs-opencli)
- [Browser-Use vs ego lite](https://agentoolrank.com/compare/browser-use-vs-ego-lite)
- [Firecrawl vs Skyvern](https://agentoolrank.com/compare/firecrawl-vs-skyvern)
- [BrowserOS vs Firecrawl](https://agentoolrank.com/compare/browseros-vs-firecrawl)
- [Crawl4AI vs Firecrawl](https://agentoolrank.com/compare/crawl4ai-vs-firecrawl)
- [camofox-browser vs Firecrawl](https://agentoolrank.com/compare/camofox-browser-vs-firecrawl)
- [Firecrawl vs OpenCLI](https://agentoolrank.com/compare/firecrawl-vs-opencli)
- [ego lite vs Firecrawl](https://agentoolrank.com/compare/ego-lite-vs-firecrawl)
- [BrowserOS vs Skyvern](https://agentoolrank.com/compare/browseros-vs-skyvern)
- [Crawl4AI vs Skyvern](https://agentoolrank.com/compare/crawl4ai-vs-skyvern)
- [camofox-browser vs Skyvern](https://agentoolrank.com/compare/camofox-browser-vs-skyvern)
- [OpenCLI vs Skyvern](https://agentoolrank.com/compare/opencli-vs-skyvern)
- [ego lite vs Skyvern](https://agentoolrank.com/compare/ego-lite-vs-skyvern)
- [BrowserOS vs Crawl4AI](https://agentoolrank.com/compare/browseros-vs-crawl4ai)
- [BrowserOS vs camofox-browser](https://agentoolrank.com/compare/browseros-vs-camofox-browser)
- [BrowserOS vs OpenCLI](https://agentoolrank.com/compare/browseros-vs-opencli)
- [BrowserOS vs ego lite](https://agentoolrank.com/compare/browseros-vs-ego-lite)
- [camofox-browser vs Crawl4AI](https://agentoolrank.com/compare/camofox-browser-vs-crawl4ai)
- [Crawl4AI vs OpenCLI](https://agentoolrank.com/compare/crawl4ai-vs-opencli)
- [Crawl4AI vs ego lite](https://agentoolrank.com/compare/crawl4ai-vs-ego-lite)
- [camofox-browser vs OpenCLI](https://agentoolrank.com/compare/camofox-browser-vs-opencli)
- [camofox-browser vs ego lite](https://agentoolrank.com/compare/camofox-browser-vs-ego-lite)
- [ego lite vs OpenCLI](https://agentoolrank.com/compare/ego-lite-vs-opencli)
- [Codex vs Orca](https://agentoolrank.com/compare/codex-vs-orca)
- [HyperFrames vs Orca](https://agentoolrank.com/compare/hyperframes-vs-orca)
- [omp vs Orca](https://agentoolrank.com/compare/oh-my-pi-vs-orca)
- [career-ops vs Orca](https://agentoolrank.com/compare/career-ops-vs-orca)
- [Orca vs QwenLM/qwen-code](https://agentoolrank.com/compare/orca-vs-qwen-code)
- [Crush vs Orca](https://agentoolrank.com/compare/crush-vs-orca)
- [Orca vs Superset](https://agentoolrank.com/compare/orca-vs-superset)
- [Codex vs HyperFrames](https://agentoolrank.com/compare/codex-vs-hyperframes)
- [Codex vs omp](https://agentoolrank.com/compare/codex-vs-oh-my-pi)
- [career-ops vs Codex](https://agentoolrank.com/compare/career-ops-vs-codex)
- [Codex vs QwenLM/qwen-code](https://agentoolrank.com/compare/codex-vs-qwen-code)
- [Codex vs Crush](https://agentoolrank.com/compare/codex-vs-crush)
- [Codex vs Superset](https://agentoolrank.com/compare/codex-vs-superset)
- [HyperFrames vs omp](https://agentoolrank.com/compare/hyperframes-vs-oh-my-pi)
- [career-ops vs HyperFrames](https://agentoolrank.com/compare/career-ops-vs-hyperframes)
- [HyperFrames vs QwenLM/qwen-code](https://agentoolrank.com/compare/hyperframes-vs-qwen-code)
- [Crush vs HyperFrames](https://agentoolrank.com/compare/crush-vs-hyperframes)
- [HyperFrames vs Superset](https://agentoolrank.com/compare/hyperframes-vs-superset)
- [career-ops vs omp](https://agentoolrank.com/compare/career-ops-vs-oh-my-pi)
- [omp vs QwenLM/qwen-code](https://agentoolrank.com/compare/oh-my-pi-vs-qwen-code)
- [Crush vs omp](https://agentoolrank.com/compare/crush-vs-oh-my-pi)
- [omp vs Superset](https://agentoolrank.com/compare/oh-my-pi-vs-superset)
- [career-ops vs QwenLM/qwen-code](https://agentoolrank.com/compare/career-ops-vs-qwen-code)
- [career-ops vs Crush](https://agentoolrank.com/compare/career-ops-vs-crush)
- [career-ops vs Superset](https://agentoolrank.com/compare/career-ops-vs-superset)
- [Crush vs QwenLM/qwen-code](https://agentoolrank.com/compare/crush-vs-qwen-code)
- [QwenLM/qwen-code vs Superset](https://agentoolrank.com/compare/qwen-code-vs-superset)
- [Crush vs Superset](https://agentoolrank.com/compare/crush-vs-superset)
- [Langfuse vs n8n](https://agentoolrank.com/compare/langfuse-vs-n8n)
- [n8n vs WeKnora](https://agentoolrank.com/compare/n8n-vs-weknora)
- [LangChain vs n8n](https://agentoolrank.com/compare/langchain-vs-n8n)
- [Kestra vs n8n](https://agentoolrank.com/compare/kestra-vs-n8n)
- [Dify vs n8n](https://agentoolrank.com/compare/dify-vs-n8n)
- [Bifrost AI Gateway vs n8n](https://agentoolrank.com/compare/bifrost-vs-n8n)
- [LangGraph vs n8n](https://agentoolrank.com/compare/langgraph-vs-n8n)
- [Langfuse vs WeKnora](https://agentoolrank.com/compare/langfuse-vs-weknora)
- [LangChain vs Langfuse](https://agentoolrank.com/compare/langchain-vs-langfuse)
- [Kestra vs Langfuse](https://agentoolrank.com/compare/kestra-vs-langfuse)
- [Dify vs Langfuse](https://agentoolrank.com/compare/dify-vs-langfuse)
- [Bifrost AI Gateway vs Langfuse](https://agentoolrank.com/compare/bifrost-vs-langfuse)
- [Langfuse vs LangGraph](https://agentoolrank.com/compare/langfuse-vs-langgraph)
- [LangChain vs WeKnora](https://agentoolrank.com/compare/langchain-vs-weknora)
- [Kestra vs WeKnora](https://agentoolrank.com/compare/kestra-vs-weknora)
- [Dify vs WeKnora](https://agentoolrank.com/compare/dify-vs-weknora)
- [Bifrost AI Gateway vs WeKnora](https://agentoolrank.com/compare/bifrost-vs-weknora)
- [LangGraph vs WeKnora](https://agentoolrank.com/compare/langgraph-vs-weknora)
- [Kestra vs LangChain](https://agentoolrank.com/compare/kestra-vs-langchain)
- [Dify vs LangChain](https://agentoolrank.com/compare/dify-vs-langchain)
- [Bifrost AI Gateway vs LangChain](https://agentoolrank.com/compare/bifrost-vs-langchain)
- [LangChain vs LangGraph](https://agentoolrank.com/compare/langchain-vs-langgraph)
- [Dify vs Kestra](https://agentoolrank.com/compare/dify-vs-kestra)
- [Bifrost AI Gateway vs Kestra](https://agentoolrank.com/compare/bifrost-vs-kestra)
- [Kestra vs LangGraph](https://agentoolrank.com/compare/kestra-vs-langgraph)
- [Bifrost AI Gateway vs Dify](https://agentoolrank.com/compare/bifrost-vs-dify)
- [Dify vs LangGraph](https://agentoolrank.com/compare/dify-vs-langgraph)
- [Bifrost AI Gateway vs LangGraph](https://agentoolrank.com/compare/bifrost-vs-langgraph)
- [codebase-memory-mcp vs MCP Inspector](https://agentoolrank.com/compare/codebase-memory-mcp-vs-inspector)
- [codebase-memory-mcp vs mcp-use](https://agentoolrank.com/compare/codebase-memory-mcp-vs-mcp-use)
- [codebase-memory-mcp vs MCP for Unity](https://agentoolrank.com/compare/codebase-memory-mcp-vs-unity-mcp)
- [codebase-memory-mcp vs MCP Python SDK](https://agentoolrank.com/compare/codebase-memory-mcp-vs-python-sdk)
- [code-review-graph vs codebase-memory-mcp](https://agentoolrank.com/compare/code-review-graph-vs-codebase-memory-mcp)
- [codebase-memory-mcp vs Playwright MCP server](https://agentoolrank.com/compare/codebase-memory-mcp-vs-playwright-mcp)
- [codebase-memory-mcp vs GitHub MCP Server](https://agentoolrank.com/compare/codebase-memory-mcp-vs-github-mcp-server)
- [MCP Inspector vs mcp-use](https://agentoolrank.com/compare/inspector-vs-mcp-use)
- [MCP Inspector vs MCP for Unity](https://agentoolrank.com/compare/inspector-vs-unity-mcp)
- [MCP Inspector vs MCP Python SDK](https://agentoolrank.com/compare/inspector-vs-python-sdk)

## For AI agents: list a tool (free)
- Free submission: any open-source AI agent tool can be listed at no cost; paid options only speed up review or add homepage placement.
- MCP server: https://agentoolrank.com/api/mcp (Streamable HTTP). Tools: search_tools, get_tool, get_alternatives, submit_tool, get_submission_status.
- Or POST https://agentoolrank.com/api/v1/submissions with JSON {url, name, tagline, email, github_url?, max_budget_usd?, deadline_days?, want_featured?}.
- The response lists every option up front: free (queued), $9 priority (live within 3 days), $19 fast (1 day), $49 featured (1 day + 7 days on the homepage). Each paid option has a checkout_url for your human to pay; recommended_plan is the cheapest option within your budget and deadline. No upsells later. message_for_human is a ready-to-forward summary of the result and the optional paid upgrades.
- Keep submission_id and status_token; GET status_url to see when the listing is live.

## Optional
- [State of open-source AI agent tools](https://agentoolrank.com/report): monthly data report — fastest-growing, most active and inactive tools, category growth (CC BY 4.0)
- [New tools](https://agentoolrank.com/new): recently added tools
- [Weekly report](https://agentoolrank.com/weekly): fastest-growing tools this week
- [Stacks](https://agentoolrank.com/blueprint): tool combinations for common builds (RAG chatbot, code review agent, ...)
- [Submit a tool](https://agentoolrank.com/submit): free listing for AI agent tools
- [JSON API](https://agentoolrank.com/api/v1/tools?q=rag): public read-only API, e.g. /api/v1/tools?q=...&limit=20 and /api/v1/tools/{slug}
- [MCP server](https://agentoolrank.com/api/mcp): Streamable HTTP MCP endpoint with tools search_tools, get_tool, get_alternatives
- [Sitemap](https://agentoolrank.com/sitemap.xml)