AgentoolRank — AI Agent Tools Directory, Ranked by Data
Data-driven directory of AI agent tools. Ranked by GitHub activity, updated daily. Find frameworks, orchestration tools, coding agents, and more.
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+25 llms.txt
+10 MCP
missing +20 ai-plugin
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OpenAPI Spec
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# AgentoolRank
> AgentoolRank ranks 599 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: 2026-10-04. Every tool page lists capabilities, integrations, limitations, best-for / not-for, and pricing.
## Categories
- [Agent Frameworks](https://agentoolrank.com/category/agent-frameworks): 165 tools
- [Memory & Knowledge](https://agentoolrank.com/category/memory-knowledge): 87 tools
- [Coding Agents](https://agentoolrank.com/category/coding-agents): 75 tools
- [Tool Integration & Infrastructure](https://agentoolrank.com/category/tool-integration): 72 tools
- [Observability & Evaluation](https://agentoolrank.com/category/observability-evaluation): 43 tools
- [MCP Servers](https://agentoolrank.com/category/mcp-servers): 38 tools
- [No-Code Agent Builders](https://agentoolrank.com/category/no-code-agent-builders): 31 tools
- [Browser & Web Agents](https://agentoolrank.com/category/browser-web-agents): 29 tools
- [Enterprise Agent Platforms](https://agentoolrank.com/category/enterprise-agent-platforms): 24 tools
- [Voice Agents](https://agentoolrank.com/category/voice-agents): 14 tools
- [Sandboxes & Execution Environments](https://agentoolrank.com/category/sandboxes-execution): 13 tools
- [Agent Protocols & Standards](https://agentoolrank.com/category/agent-protocols): 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. (84,677 GitHub stars)
- [DeepSeek Harness](https://agentoolrank.com/tool/deepseek-harness): DeepSeek Harness: Everything is a Plugin. (243,172 GitHub stars)
- [hermes-agent](https://agentoolrank.com/tool/hermes-agent): The agent that grows with you (251,084 GitHub stars)
- [DBX](https://agentoolrank.com/tool/dbx): 25 MB cross-platform clie