Armory
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65,239 agent components, ranked where public evidence exists

29,112 Ranked+367 listed this weekCatalog rebuilt GitHub figures from or later

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

Most practitioner mentions gained since 12 Sep 2026, among components already listed then.

RankScoreComponentGainedDescriptionEvidenceLast commitInstall
199.988openai-codexcli · ai-agentsContributed by Sentinel+37 mentionssince Lightweight coding agent that runs in your terminal120,808 stars · 18,510 forks · 273 mentionsNo one-command install · Source
299.987browser-useinfra · browser+11 mentionssince Python library that makes web browsers accessible to AI agents; built on Playwright and LangChain. Supports multi-tab, vision + accessibility-tree…111,989 stars · 12,312 forks · 11 mentions · passed install testNo one-command install · Source
399.677langfuseobservability · observability+10 mentionssince Open-source LLM engineering platform with traces, evals, prompt management, and datasets for debugging and improving LLM applications.34,067 stars · 3,678 forks · 10 mentionsNo one-command install · Source
4100.000openclaw-openclawcli · otherContributed by Sentinel+9 mentionssince Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞388,568 stars · 81,586 forks · 167 mentionsNo one-command install · Source
599.971daytonainfra · devops+9 mentionssince Secure and elastic sandboxes for running AI-generated code. The public repository stopped updating in June 2026, when development moved to a private…71,846 stars · 5,651 forks · 9 mentions · passed install testNo one-command install · Source
699.103swe-bencheval · ai-agents+9 mentionssince SWE-bench: benchmark for evaluating LLMs on real-world GitHub issue resolution across 12 popular Python repositories.5,762 stars · 957 forks · 9 mentionsNo one-command install · Source
799.995anomalyco-opencodecli · ai-agentsContributed by Sentinel+8 mentionssince The open source coding agent.203,133 stars · 26,456 forks · 37 mentions · passed install testNo one-command install · Source
899.762context7-mcpmcp · back-end+6 mentionssince Use whenever an agent needs current, version-accurate docs for a library, framework, SDK, or API — it fetches live documentation so the agent isn't…62,445 stars · 3,032 forks · 6 mentionsNo one-command install · Source
999.806warpdotdev-warpcli · ai-agentsContributed by Sentinel+4 mentionssince Warp is an agentic development environment, born out of the terminal.64,716 stars · 5,497 forks · 22 mentionsNo one-command install · Source
1099.650topoteretes-cogneememory · ai-agents+4 mentionssince Use when an agent needs long-term memory backed by a knowledge graph you can host yourself.30,556 stars · 3,010 forks · 4 mentionsNo one-command install · Source
1199.950langchain-ai-langgraphworkflow · ai-agentsContributed by Sentinel+3 mentionssince Build resilient agents.40,899 stars · 6,899 forks · 25 mentions · passed install testNo one-command install · Source
1299.921a2aproject-a2acli · ai-agentsContributed by Sentinel+3 mentionssince Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.25,597 stars · 2,593 forks · 9 mentions · passed install testNo one-command install · Source
1398.776xlang-ai-osworldeval · ai-agentsContributed by Sentinel+3 mentionssince [NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments3,117 stars · 530 forks · 7 mentionsNo one-command install · Source
1499.904puppeteercli · browser+2 mentionssince Google Puppeteer Node.js library and CLI for programmatic Chrome/Firefox control — headless screenshot, PDF, network interception, and DevTools…95,622 stars · 9,582 forks · 2 mentionsNo one-command install · Source
1599.850la-rebelion-labs-registrymcp · back-end+2 mentionssince Search and discover MCP servers through the official MCP Registry service.7,213 stars · 976 forks · 2 mentions · passed install testNo one-command install · Source
1699.805mempalacememory · ai-agents+2 mentionssince Use when you want an agent memory system whose recall quality has actually been benchmarked rather than asserted.58,897 stars · 7,548 forks · 2 mentionsNo one-command install · Source
1799.743sentry-llm-monitoringobservability · observability+2 mentionssince Sentry's error and performance monitoring extended to LLM applications — captures exceptions, latency, and AI token usage with OpenTelemetry…44,709 stars · 4,832 forks · 15 mentionsNo one-command install · Source
1899.660volcengine-openvikingmemory · ai-agents+2 mentionssince Use when an agent's memory, retrieved knowledge and learned skills should live in one store that reorganises itself.35,893 stars · 2,739 forks · 2 mentionsNo one-command install · Source
1999.500screenpipemcp · other+2 mentionssince give context of what you do 24/7 to AI21,718 stars · 2,214 forks · 2 mentionsNo one-command install · Source
2099.497browserbase-bbinfra · browser+2 mentionssince Use when an agent must operate the live web — navigate, act, and extract on real pages — via a cloud browser driven by act/extract/observe primitives…24,125 stars · 1,664 forks · 3 mentionsNo one-command install · Source

Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.

Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.

Leaderboard ranks all 29,112 scored components; Formula shows the arithmetic.