# AgentoolRank

> AgentoolRank ranks 669 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: 2026-09-30. 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
- [hermes-agent](https://agentoolrank.com/tool/hermes-agent): The agent that grows with you (250,306 GitHub stars)
- [DeepSeek Harness](https://agentoolrank.com/tool/deepseek-harness): DeepSeek Harness: Everything is a Plugin. (241,031 GitHub stars)
- [OmniRoute](https://agentoolrank.com/tool/omniroute): OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for (71,743 GitHub stars)
- [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. (82,263 GitHub stars)
- [Codex](https://agentoolrank.com/tool/codex): Lightweight coding agent that runs in your terminal (127,411 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. (69,687 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. (82,928 GitHub stars)
- [openinterpreter](https://agentoolrank.com/tool/openinterpreter): A coding agent for open models like Kimi K3 and GLM 5.3 (68,477 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. (206,374 GitHub stars)
- [OpenHuman](https://agentoolrank.com/tool/openhuman): OpenHuman is the fastest, cheapest, most efficient open-source agent harness. Written in Rust (40,235 GitHub stars)
- [HyperFrames](https://agentoolrank.com/tool/hyperframes): Write HTML. Render video. Built for agents. (54,633 GitHub stars)
- [Codewhale](https://agentoolrank.com/tool/codewhale): Open-source coding agent for your terminal, built in Rust and on a journey of continuous community improvement. Issues and PRs welcome. (41,044 GitHub stars)
- [career-ops](https://agentoolrank.com/tool/career-ops): Open-source AI job search agent: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications — (73,142 GitHub stars)
- [SiYuan](https://agentoolrank.com/tool/siyuan): An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together 开源、隐私优先、自托管的知识工作空间，让人与智能体在此协作 (46,580 GitHub stars)
- [LiteLLM](https://agentoolrank.com/tool/litellm): Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi (59,940 GitHub stars)
- [Graphify](https://agentoolrank.com/tool/graphify): Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini (122,766 GitHub stars)
- [DeepSeek-Reasonix](https://agentoolrank.com/tool/deepseek-reasonix): A reliable coding agent for complex software engineering tasks. (35,721 GitHub stars)
- [omp](https://agentoolrank.com/tool/oh-my-pi): ⌥ Coding agent with the IDE wired in. Built by Stencil Labs. (33,873 GitHub stars)
- [llama.cpp](https://agentoolrank.com/tool/llama-cpp): LLM inference in C/C++ (129,982 GitHub stars)
- [headroom](https://agentoolrank.com/tool/headroom): Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Li (74,176 GitHub stars)
- [LocalAI](https://agentoolrank.com/tool/localai): LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. (49,345 GitHub stars)
- [vLLM](https://agentoolrank.com/tool/vllm): A high-throughput and memory-efficient inference and serving engine for LLMs (92,998 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. (77,092 GitHub stars)
- [codebase-memory-mcp](https://agentoolrank.com/tool/codebase-memory-mcp): High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries (45,551 GitHub stars)
- [Hindsight](https://agentoolrank.com/tool/hindsight): Hindsight: Agent Memory That Learns (43,856 GitHub stars)
- [Claude-Mem](https://agentoolrank.com/tool/claude-mem): Persistent Context Across Sessions for Every Agent –  Captures everything your agent does during sessions, compresses it with AI, and injects relevant context b (95,018 GitHub stars)
- [LangChain](https://agentoolrank.com/tool/langchain): The agent engineering platform (147,320 GitHub stars)
- [CowAgent](https://agentoolrank.com/tool/cowagent): Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-c (47,187 GitHub stars)
- [Vibe-Trading](https://agentoolrank.com/tool/vibe-trading): "Vibe-Trading: Your Personal Trading Agent" (34,384 GitHub stars)
- [Ruflo](https://agentoolrank.com/tool/ruflo): 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive m (73,574 GitHub stars)
- [Cognee](https://agentoolrank.com/tool/cognee): Knowledge Engine for AI Agent Memory in 6 lines of code (31,244 GitHub stars)
- [CC Switch](https://agentoolrank.com/tool/cc-switch): A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io (139,120 GitHub stars)
- [LightRAG](https://agentoolrank.com/tool/lightrag): [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation (39,940 GitHub stars)
- [QwenLM/qwen-code](https://agentoolrank.com/tool/qwen-code): An open-source AI coding agent that lives in your terminal. (28,242 GitHub stars)
- [Onyx](https://agentoolrank.com/tool/onyx): Open Source AI Platform - AI Chat with advanced features that works with every LLM (32,300 GitHub stars)
- [ragflow](https://agentoolrank.com/tool/ragflow): RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs (91,555 GitHub stars)
- [MinerU](https://agentoolrank.com/tool/mineru): Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. (80,897 GitHub stars)
- [Sim.ai](https://agentoolrank.com/tool/sim): Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. (29,756 GitHub stars)
- [DeepTutor](https://agentoolrank.com/tool/deeptutor): DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. (40,577 GitHub stars)
- [OpenViking](https://agentoolrank.com/tool/openviking): Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. (39,054 GitHub stars)
- [Open WebUI](https://agentoolrank.com/tool/open-webui): User-friendly AI Interface (Supports Ollama, OpenAI API, ...) (153,644 GitHub stars)
- [herdr](https://agentoolrank.com/tool/herdr): the runtime your coding agents live on (41,645 GitHub stars)
- [DBX](https://agentoolrank.com/tool/dbx): 25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built- (23,075 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 (54,816 GitHub stars)
- [MemPalace](https://agentoolrank.com/tool/mempalace): The best-benchmarked open-source AI memory system. And it's free. (59,374 GitHub stars)
- [Dify](https://agentoolrank.com/tool/dify): Production-ready platform for agentic workflow development. (157,601 GitHub stars)
- [elizaOS](https://agentoolrank.com/tool/eliza): Open source agentic operating system (19,524 GitHub stars)
- [Kestra](https://agentoolrank.com/tool/kestra): Event Driven Orchestration & Scheduling Platform for Mission Critical Applications (28,554 GitHub stars)
- [Kortix](https://agentoolrank.com/tool/suna): The open-source AI Management System (20,238 GitHub stars)
- [World Monitor](https://agentoolrank.com/tool/worldmonitor): Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface (87,626 GitHub stars)
- [nanobot](https://agentoolrank.com/tool/nanobot): Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat ap (48,701 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. (31,475 GitHub stars)
- [oh-my-claudecode](https://agentoolrank.com/tool/oh-my-claudecode): Teams-first Multi-agent orchestration for Claude Code (39,480 GitHub stars)
- [QwenPaw](https://agentoolrank.com/tool/qwenpaw): Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities. (35,392 GitHub stars)
- [ECC](https://agentoolrank.com/tool/ecc): The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor (270,133 GitHub stars)
- [Netdata](https://agentoolrank.com/tool/netdata): The fastest path to AI-powered full stack observability, even for lean teams. (80,759 GitHub stars)
- [screenpipe](https://agentoolrank.com/tool/screenpipe): YC (S26) | Open Computer History | Record your screen continuously locally and provide context to your agents (Claude, Codex, Openclaw, Hermes, Runner...) (21,783 GitHub stars)
- [jcode](https://agentoolrank.com/tool/jcode): The most RAM efficient harness (20,244 GitHub stars)
- [OpenHands](https://agentoolrank.com/tool/openhands): 🙌 OpenHands: AI-Driven Development (89,639 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. (27,549 GitHub stars)
- [Browser-Use](https://agentoolrank.com/tool/browser-use): 🌐 Make websites accessible for AI agents. Automate tasks online with ease. (116,826 GitHub stars)
- [Chrome DevTools for agents](https://agentoolrank.com/tool/chrome-devtools-mcp): Chrome DevTools for coding agents (52,810 GitHub stars)
- [Claude Code](https://agentoolrank.com/tool/claude-code): Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows (148,706 GitHub stars)
- [Langfuse](https://agentoolrank.com/tool/langfuse): 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 (35,238 GitHub stars)
- [Chat2DB](https://agentoolrank.com/tool/chat2db): Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manag (28,288 GitHub stars)
- [AstrBot](https://agentoolrank.com/tool/astrbot): AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ (41,260 GitHub stars)
- [MLflow](https://agentoolrank.com/tool/mlflow): The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production- (28,200 GitHub stars)
- [Agno](https://agentoolrank.com/tool/agno): Build, run, and manage agent platforms. (42,416 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 (52,286 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! (18,695 GitHub stars)
- [Activepieces](https://agentoolrank.com/tool/activepieces): AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agent (24,816 GitHub stars)
- [AI Job Search](https://agentoolrank.com/tool/ai-job-search): The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews (44,590 GitHub stars)
- [Agent Development Kit (ADK)](https://agentoolrank.com/tool/adk-python): An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. (21,688 GitHub stars)
- [DeerFlow](https://agentoolrank.com/tool/deer-flow): An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta (83,272 GitHub stars)
- [CopilotKit](https://agentoolrank.com/tool/copilotkit): The Frontend Stack for Agents & Generative UI. React + Angular.  Makers of the AG-UI Protocol (37,623 GitHub stars)
- [Crush](https://agentoolrank.com/tool/crush): Glamourous agentic coding for all 💘 (28,395 GitHub stars)
- [Firecrawl](https://agentoolrank.com/tool/firecrawl): 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data (187,091 GitHub stars)
- [Dolt](https://agentoolrank.com/tool/dolt): Dolt – Git for Data (24,547 GitHub stars)
- [LobeHub](https://agentoolrank.com/tool/lobe-chat): The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effo (82,928 GitHub stars)
- [LibreChat](https://agentoolrank.com/tool/librechat): Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message se (45,164 GitHub stars)
- [NocoBase](https://agentoolrank.com/tool/nocobase): NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of productio (24,414 GitHub stars)
- [serena](https://agentoolrank.com/tool/serena): A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities  - the IDE for your agent (29,917 GitHub stars)
- [股票智能分析系统](https://agentoolrank.com/tool/daily-stock-analysis): LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。  LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashbo (65,814 GitHub stars)
- [FastGPT](https://agentoolrank.com/tool/fastgpt): FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and (29,774 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. (24,382 GitHub stars)
- [FastMCP](https://agentoolrank.com/tool/fastmcp): 🚀 The fast, Pythonic way to build MCP servers and clients. (27,946 GitHub stars)
- [AG-UI](https://agentoolrank.com/tool/ag-ui): AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications. (16,145 GitHub stars)
- [Hypit](https://agentoolrank.com/tool/hypit): Clone any viral video with AI agents. Not just a script, the whole workflow: swap the face, the words, the B-roll, ship 100 variants in one command, and get you (17,980 GitHub stars)
- [OpenMetadata](https://agentoolrank.com/tool/openmetadata): The Open Context Layer for Data and AI ,  OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, (15,359 GitHub stars)
- [OpenSandbox](https://agentoolrank.com/tool/opensandbox): Secure, Fast, and Extensible Sandbox runtime for AI agents. (15,617 GitHub stars)
- [FunASR](https://agentoolrank.com/tool/funasr): Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP servin (20,559 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. (28,454 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. (181,968 GitHub stars)
- [NanoClaw](https://agentoolrank.com/tool/nanoclaw): A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has (30,864 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. (14,778 GitHub stars)
- [9Router](https://agentoolrank.com/tool/9router): Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% t (30,102 GitHub stars)
- [Go Micro](https://agentoolrank.com/tool/go-micro): A Go agent harness and service framework (23,082 GitHub stars)
- [OpenClaude](https://agentoolrank.com/tool/openclaude): runs anywhere. uses anything (33,584 GitHub stars)
- [Context7 Platform](https://agentoolrank.com/tool/context7): Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors (62,566 GitHub stars)
- [rowboat](https://agentoolrank.com/tool/rowboat): AI coworker with memory and collaboration (17,992 GitHub stars)

## Comparisons
- [DeepSeek Harness vs hermes-agent](https://agentoolrank.com/compare/deepseek-harness-vs-hermes-agent)
- [hermes-agent vs OmO](https://agentoolrank.com/compare/hermes-agent-vs-oh-my-openagent)
- [hermes-agent vs LobeHub](https://agentoolrank.com/compare/hermes-agent-vs-lobehub)
- [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 LocalAI](https://agentoolrank.com/compare/hermes-agent-vs-localai)
- [hermes-agent vs LangChain](https://agentoolrank.com/compare/hermes-agent-vs-langchain)
- [DeepSeek Harness vs OmO](https://agentoolrank.com/compare/deepseek-harness-vs-oh-my-openagent)
- [DeepSeek Harness vs LobeHub](https://agentoolrank.com/compare/deepseek-harness-vs-lobehub)
- [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 LocalAI](https://agentoolrank.com/compare/deepseek-harness-vs-localai)
- [DeepSeek Harness vs LangChain](https://agentoolrank.com/compare/deepseek-harness-vs-langchain)
- [LobeHub vs OmO](https://agentoolrank.com/compare/lobehub-vs-oh-my-openagent)
- [OmO vs OpenHuman](https://agentoolrank.com/compare/oh-my-openagent-vs-openhuman)
- [llama.cpp vs OmO](https://agentoolrank.com/compare/llama-cpp-vs-oh-my-openagent)
- [LocalAI vs OmO](https://agentoolrank.com/compare/localai-vs-oh-my-openagent)
- [LangChain vs OmO](https://agentoolrank.com/compare/langchain-vs-oh-my-openagent)
- [LobeHub vs OpenHuman](https://agentoolrank.com/compare/lobehub-vs-openhuman)
- [llama.cpp vs LobeHub](https://agentoolrank.com/compare/llama-cpp-vs-lobehub)
- [LobeHub vs LocalAI](https://agentoolrank.com/compare/lobehub-vs-localai)
- [LangChain vs LobeHub](https://agentoolrank.com/compare/langchain-vs-lobehub)
- [llama.cpp vs OpenHuman](https://agentoolrank.com/compare/llama-cpp-vs-openhuman)
- [LocalAI vs OpenHuman](https://agentoolrank.com/compare/localai-vs-openhuman)
- [LangChain vs OpenHuman](https://agentoolrank.com/compare/langchain-vs-openhuman)
- [llama.cpp vs LocalAI](https://agentoolrank.com/compare/llama-cpp-vs-localai)
- [LangChain vs llama.cpp](https://agentoolrank.com/compare/langchain-vs-llama-cpp)
- [LangChain vs LocalAI](https://agentoolrank.com/compare/langchain-vs-localai)
- [CopilotKit vs LibreChat](https://agentoolrank.com/compare/copilotkit-vs-librechat)
- [AG-UI vs CopilotKit](https://agentoolrank.com/compare/ag-ui-vs-copilotkit)
- [CopilotKit vs Model Context Protocol](https://agentoolrank.com/compare/copilotkit-vs-specification)
- [Casibase vs CopilotKit](https://agentoolrank.com/compare/casibase-vs-copilotkit)
- [CopilotKit vs Khazix Skills](https://agentoolrank.com/compare/copilotkit-vs-khazix-skills)
- [A2A vs CopilotKit](https://agentoolrank.com/compare/a2a-vs-copilotkit)
- [Bindu vs CopilotKit](https://agentoolrank.com/compare/bindu-vs-copilotkit)
- [AG-UI vs LibreChat](https://agentoolrank.com/compare/ag-ui-vs-librechat)
- [LibreChat vs Model Context Protocol](https://agentoolrank.com/compare/librechat-vs-specification)
- [Casibase vs LibreChat](https://agentoolrank.com/compare/casibase-vs-librechat)
- [Khazix Skills vs LibreChat](https://agentoolrank.com/compare/khazix-skills-vs-librechat)
- [A2A vs LibreChat](https://agentoolrank.com/compare/a2a-vs-librechat)
- [Bindu vs LibreChat](https://agentoolrank.com/compare/bindu-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)
- [AG-UI vs Khazix Skills](https://agentoolrank.com/compare/ag-ui-vs-khazix-skills)
- [A2A vs AG-UI](https://agentoolrank.com/compare/a2a-vs-ag-ui)
- [AG-UI vs Bindu](https://agentoolrank.com/compare/ag-ui-vs-bindu)
- [Casibase vs Model Context Protocol](https://agentoolrank.com/compare/casibase-vs-specification)
- [Khazix Skills vs Model Context Protocol](https://agentoolrank.com/compare/khazix-skills-vs-specification)
- [A2A vs Model Context Protocol](https://agentoolrank.com/compare/a2a-vs-specification)
- [Bindu vs Model Context Protocol](https://agentoolrank.com/compare/bindu-vs-specification)
- [Casibase vs Khazix Skills](https://agentoolrank.com/compare/casibase-vs-khazix-skills)
- [A2A vs Casibase](https://agentoolrank.com/compare/a2a-vs-casibase)
- [Bindu vs Casibase](https://agentoolrank.com/compare/bindu-vs-casibase)
- [A2A vs Khazix Skills](https://agentoolrank.com/compare/a2a-vs-khazix-skills)
- [Bindu vs Khazix Skills](https://agentoolrank.com/compare/bindu-vs-khazix-skills)
- [A2A vs Bindu](https://agentoolrank.com/compare/a2a-vs-bindu)
- [Browser-Use vs Firecrawl](https://agentoolrank.com/compare/browser-use-vs-firecrawl)
- [Browser-Use vs invisible_playwright_mcp](https://agentoolrank.com/compare/browser-use-vs-invisible-playwright-mcp)
- [Browser-Use vs BrowserOS](https://agentoolrank.com/compare/browser-use-vs-browseros)
- [Browser-Use vs Stagehand](https://agentoolrank.com/compare/browser-use-vs-stagehand)
- [Browser-Use vs CloakBrowser](https://agentoolrank.com/compare/browser-use-vs-cloakbrowser)
- [Browser-Use vs OpenCLI](https://agentoolrank.com/compare/browser-use-vs-opencli)
- [Browser-Use vs Crawl4AI](https://agentoolrank.com/compare/browser-use-vs-crawl4ai)
- [Firecrawl vs invisible_playwright_mcp](https://agentoolrank.com/compare/firecrawl-vs-invisible-playwright-mcp)
- [BrowserOS vs Firecrawl](https://agentoolrank.com/compare/browseros-vs-firecrawl)
- [Firecrawl vs Stagehand](https://agentoolrank.com/compare/firecrawl-vs-stagehand)
- [CloakBrowser vs Firecrawl](https://agentoolrank.com/compare/cloakbrowser-vs-firecrawl)
- [Firecrawl vs OpenCLI](https://agentoolrank.com/compare/firecrawl-vs-opencli)
- [Crawl4AI vs Firecrawl](https://agentoolrank.com/compare/crawl4ai-vs-firecrawl)
- [BrowserOS vs invisible_playwright_mcp](https://agentoolrank.com/compare/browseros-vs-invisible-playwright-mcp)
- [invisible_playwright_mcp vs Stagehand](https://agentoolrank.com/compare/invisible-playwright-mcp-vs-stagehand)
- [CloakBrowser vs invisible_playwright_mcp](https://agentoolrank.com/compare/cloakbrowser-vs-invisible-playwright-mcp)
- [invisible_playwright_mcp vs OpenCLI](https://agentoolrank.com/compare/invisible-playwright-mcp-vs-opencli)
- [Crawl4AI vs invisible_playwright_mcp](https://agentoolrank.com/compare/crawl4ai-vs-invisible-playwright-mcp)
- [BrowserOS vs Stagehand](https://agentoolrank.com/compare/browseros-vs-stagehand)
- [BrowserOS vs CloakBrowser](https://agentoolrank.com/compare/browseros-vs-cloakbrowser)
- [BrowserOS vs OpenCLI](https://agentoolrank.com/compare/browseros-vs-opencli)
- [BrowserOS vs Crawl4AI](https://agentoolrank.com/compare/browseros-vs-crawl4ai)
- [CloakBrowser vs Stagehand](https://agentoolrank.com/compare/cloakbrowser-vs-stagehand)
- [OpenCLI vs Stagehand](https://agentoolrank.com/compare/opencli-vs-stagehand)
- [Crawl4AI vs Stagehand](https://agentoolrank.com/compare/crawl4ai-vs-stagehand)
- [CloakBrowser vs OpenCLI](https://agentoolrank.com/compare/cloakbrowser-vs-opencli)
- [CloakBrowser vs Crawl4AI](https://agentoolrank.com/compare/cloakbrowser-vs-crawl4ai)
- [Crawl4AI vs OpenCLI](https://agentoolrank.com/compare/crawl4ai-vs-opencli)
- [Codex vs Orca](https://agentoolrank.com/compare/codex-vs-orca)
- [openinterpreter vs Orca](https://agentoolrank.com/compare/openinterpreter-vs-orca)
- [HyperFrames vs Orca](https://agentoolrank.com/compare/hyperframes-vs-orca)
- [Codewhale vs Orca](https://agentoolrank.com/compare/codewhale-vs-orca)
- [career-ops vs Orca](https://agentoolrank.com/compare/career-ops-vs-orca)
- [DeepSeek-Reasonix vs Orca](https://agentoolrank.com/compare/deepseek-reasonix-vs-orca)
- [omp vs Orca](https://agentoolrank.com/compare/oh-my-pi-vs-orca)
- [Codex vs openinterpreter](https://agentoolrank.com/compare/codex-vs-openinterpreter)
- [Codex vs HyperFrames](https://agentoolrank.com/compare/codex-vs-hyperframes)
- [Codewhale vs Codex](https://agentoolrank.com/compare/codewhale-vs-codex)
- [career-ops vs Codex](https://agentoolrank.com/compare/career-ops-vs-codex)
- [Codex vs DeepSeek-Reasonix](https://agentoolrank.com/compare/codex-vs-deepseek-reasonix)
- [Codex vs omp](https://agentoolrank.com/compare/codex-vs-oh-my-pi)
- [HyperFrames vs openinterpreter](https://agentoolrank.com/compare/hyperframes-vs-openinterpreter)
- [Codewhale vs openinterpreter](https://agentoolrank.com/compare/codewhale-vs-openinterpreter)
- [career-ops vs openinterpreter](https://agentoolrank.com/compare/career-ops-vs-openinterpreter)
- [DeepSeek-Reasonix vs openinterpreter](https://agentoolrank.com/compare/deepseek-reasonix-vs-openinterpreter)
- [omp vs openinterpreter](https://agentoolrank.com/compare/oh-my-pi-vs-openinterpreter)
- [Codewhale vs HyperFrames](https://agentoolrank.com/compare/codewhale-vs-hyperframes)
- [career-ops vs HyperFrames](https://agentoolrank.com/compare/career-ops-vs-hyperframes)
- [DeepSeek-Reasonix vs HyperFrames](https://agentoolrank.com/compare/deepseek-reasonix-vs-hyperframes)
- [HyperFrames vs omp](https://agentoolrank.com/compare/hyperframes-vs-oh-my-pi)
- [career-ops vs Codewhale](https://agentoolrank.com/compare/career-ops-vs-codewhale)
- [Codewhale vs DeepSeek-Reasonix](https://agentoolrank.com/compare/codewhale-vs-deepseek-reasonix)
- [Codewhale vs omp](https://agentoolrank.com/compare/codewhale-vs-oh-my-pi)
- [career-ops vs DeepSeek-Reasonix](https://agentoolrank.com/compare/career-ops-vs-deepseek-reasonix)
- [career-ops vs omp](https://agentoolrank.com/compare/career-ops-vs-oh-my-pi)
- [DeepSeek-Reasonix vs omp](https://agentoolrank.com/compare/deepseek-reasonix-vs-oh-my-pi)
- [LangChain vs n8n](https://agentoolrank.com/compare/langchain-vs-n8n)
- [n8n vs Onyx](https://agentoolrank.com/compare/n8n-vs-onyx)
- [n8n vs Sim.ai](https://agentoolrank.com/compare/n8n-vs-sim)
- [Dify vs n8n](https://agentoolrank.com/compare/dify-vs-n8n)
- [Kestra vs n8n](https://agentoolrank.com/compare/kestra-vs-n8n)
- [n8n vs Kortix](https://agentoolrank.com/compare/n8n-vs-suna)
- [n8n vs WeKnora](https://agentoolrank.com/compare/n8n-vs-weknora)
- [LangChain vs Onyx](https://agentoolrank.com/compare/langchain-vs-onyx)
- [LangChain vs Sim.ai](https://agentoolrank.com/compare/langchain-vs-sim)
- [Dify vs LangChain](https://agentoolrank.com/compare/dify-vs-langchain)
- [Kestra vs LangChain](https://agentoolrank.com/compare/kestra-vs-langchain)
- [LangChain vs Kortix](https://agentoolrank.com/compare/langchain-vs-suna)
- [LangChain vs WeKnora](https://agentoolrank.com/compare/langchain-vs-weknora)
- [Onyx vs Sim.ai](https://agentoolrank.com/compare/onyx-vs-sim)
- [Dify vs Onyx](https://agentoolrank.com/compare/dify-vs-onyx)
- [Kestra vs Onyx](https://agentoolrank.com/compare/kestra-vs-onyx)
- [Onyx vs Kortix](https://agentoolrank.com/compare/onyx-vs-suna)
- [Onyx vs WeKnora](https://agentoolrank.com/compare/onyx-vs-weknora)
- [Dify vs Sim.ai](https://agentoolrank.com/compare/dify-vs-sim)
- [Kestra vs Sim.ai](https://agentoolrank.com/compare/kestra-vs-sim)
- [Sim.ai vs Kortix](https://agentoolrank.com/compare/sim-vs-suna)
- [Sim.ai vs WeKnora](https://agentoolrank.com/compare/sim-vs-weknora)
- [Dify vs Kestra](https://agentoolrank.com/compare/dify-vs-kestra)
- [Dify vs Kortix](https://agentoolrank.com/compare/dify-vs-suna)
- [Dify vs WeKnora](https://agentoolrank.com/compare/dify-vs-weknora)
- [Kestra vs Kortix](https://agentoolrank.com/compare/kestra-vs-suna)
- [Kestra vs WeKnora](https://agentoolrank.com/compare/kestra-vs-weknora)
- [Kortix vs WeKnora](https://agentoolrank.com/compare/suna-vs-weknora)
- [codebase-memory-mcp vs FastMCP](https://agentoolrank.com/compare/codebase-memory-mcp-vs-fastmcp)
- [code-review-graph vs codebase-memory-mcp](https://agentoolrank.com/compare/code-review-graph-vs-codebase-memory-mcp)
- [codebase-memory-mcp vs invisible_playwright_mcp](https://agentoolrank.com/compare/codebase-memory-mcp-vs-invisible-playwright-mcp)
- [codebase-memory-mcp vs MCP Toolbox for Databases](https://agentoolrank.com/compare/codebase-memory-mcp-vs-mcp-toolbox)
- [codebase-memory-mcp vs GitHub MCP Server](https://agentoolrank.com/compare/codebase-memory-mcp-vs-github-mcp-server)
- [codebase-memory-mcp vs Playwright MCP server](https://agentoolrank.com/compare/codebase-memory-mcp-vs-playwright-mcp)
- [codebase-memory-mcp vs mcp-use](https://agentoolrank.com/compare/codebase-memory-mcp-vs-mcp-use)
- [code-review-graph vs FastMCP](https://agentoolrank.com/compare/code-review-graph-vs-fastmcp)
- [FastMCP vs invisible_playwright_mcp](https://agentoolrank.com/compare/fastmcp-vs-invisible-playwright-mcp)
- [FastMCP vs MCP Toolbox for Databases](https://agentoolrank.com/compare/fastmcp-vs-mcp-toolbox)

## For AI agents: list a tool
- 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.
- 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)