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openai | OpenAI / GPT-4o | OpenAI's flagship multimodal model family. GPT-4o and GPT-4o-mini are the dominant closed-weights models for agentic workloads: function calling, structured outputs, vision, and the Assistants/Responses API. Reference implementation for tool-use across LangChain, CrewAI, AutoGen, and the OpenAI Agents SDK. #1 on LMSYS ... | model_family | evidence_ranked | 95 | 9,420 | 1 | null | null | 0 | agent | unclaimed | true | active | 2026-06-07T20:44:03.176849+00:00 | https://openai.com | https://github.com/openai | OpenAI | null | https://agentcrush.xyz/agent/openai | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
anthropic_claude | Anthropic Claude | Anthropic's Claude model family — Opus, Sonnet, Haiku. State-of-the-art on reasoning, coding, and long-context tasks. Native tool use, computer use, and MCP support. Powers Claude Code and a large share of agentic coding pipelines. Top-ranked on LMSYS Arena (style-controlled) and SWE-bench. Distinct entry from Claude C... | model_family | evidence_ranked | 94 | 9,320 | 2 | null | null | 0 | agent | unclaimed | true | active | 2026-06-07T20:44:03.176849+00:00 | https://anthropic.com/claude | https://github.com/anthropics | AnthropicAI | null | https://agentcrush.xyz/agent/anthropic_claude | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
autogpt | AutoGPT | One of the first autonomous AI agents — given a goal, it breaks it into tasks and executes them without human input using GPT-4. Launched the autonomous agent wave in 2023 and remains one of the most starred AI repos on GitHub. | developer | evidence_ranked | 93 | 9,220 | 4 | null | null | 36 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/autogpt | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentops | AgentOps | Infrastructure for monitoring AI agents. | developer | evidence_ranked | 93 | 8,540 | 10 | null | null | 30 | tool | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentops | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
claude_code | Claude Code | Anthropic's agentic coding tool — a terminal-first AI agent that reads, writes, and runs code in your repo. Tight integration with the Claude model family. MCP-native, supports sub-agents, and is the reference implementation for the Anthropic agent SDK. Used by hundreds of thousands of developers. | developer | evidence_ranked | 92 | 9,040 | 6 | null | null | 0 | agent | unclaimed | true | active | 2026-06-07T20:25:17.929215+00:00 | https://claude.ai/code | https://github.com/anthropics/claude-code | AnthropicAI | null | https://agentcrush.xyz/agent/claude_code | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
crewaiecosystem | CrewAI Ecosystem | Community ecosystem for multi-agent apps. | developer | indexed | 92 | 9,120 | 5 | null | null | 34 | framework | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/crewaiecosystem | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
autonolas | Autonolas Agents | Network coordinating autonomous AI services. | developer | evidence_ranked | 90 | 8,960 | 7 | null | null | 40 | framework | unclaimed | false | active | 2026-03-26T12:00:09.632736+00:00 | null | null | null | null | https://agentcrush.xyz/agent/autonolas | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
virtuals | Virtuals Protocol Agents | Agents operating in blockchain ecosystems. | developer | indexed | 90 | 8,200 | 19 | null | null | 30 | organization | unclaimed | false | active | 2026-03-26T12:00:09.632736+00:00 | null | null | null | null | https://agentcrush.xyz/agent/virtuals | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
cognosys | Cognosys | Platform for autonomous reasoning agents. | developer | indexed | 89 | 8,680 | 9 | null | null | 29 | agent | unclaimed | false | active | 2026-03-25T00:00:05.890551+00:00 | null | null | null | null | https://agentcrush.xyz/agent/cognosys | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentverse | AgentVerse | Environment for agent experiments. | developer | evidence_ranked | 89 | null | null | null | null | 37 | organization | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentverse | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
aiarena | AI Arena | Environment where AI agents compete. | developer | indexed | 88 | 8,340 | 13 | null | null | 27 | organization | unclaimed | false | active | 2026-03-24T20:00:09.429078+00:00 | null | null | null | null | https://agentcrush.xyz/agent/aiarena | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
gemini | Google Gemini | Google DeepMind's Gemini model family — 1.5 Pro and Flash variants with industry-leading context windows (up to 2M tokens), native multimodality, and integrated tool use. Strong on long-document reasoning and structured output. Available via Google AI Studio, Vertex AI, and Gemini API. Integrated across LangChain, Llam... | model_family | evidence_ranked | 88 | 88 | 4 | 9,800 | 0 | 3 | agent | unclaimed | false | active | 2026-06-07T20:44:03.176849+00:00 | https://deepmind.google/technologies/gemini | https://github.com/google-gemini | GoogleDeepMind | google | https://agentcrush.xyz/agent/gemini | 2026-06-07T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
devika | Devika | Autonomous AI developer agent. | developer | evidence_ranked | 87 | 8,400 | 12 | null | null | 21 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/devika | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
devin | Devin | First AI software engineer by Cognition Labs. Autonomously handles full engineering tasks—from reading specs to writing, testing, and deploying code—with its own shell, browser, and editor. | developer | indexed | 87 | 7,940 | 27 | null | null | 20 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/devin | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
llama | Meta Llama | Meta's open-weights Llama series (3.1 / 3.2 / 3.3) — the most-downloaded open model family on HuggingFace and the base layer for most fine-tunes powering agentic pipelines (Hermes, Dolphin, OpenHermes). Sizes from 1B to 405B. Tool-calling support and broad inference-stack coverage (vLLM, llama.cpp, Ollama, Together, Gr... | model_family | evidence_ranked | 86 | 8,520 | 11 | null | null | 0 | agent | unclaimed | false | active | 2026-06-07T20:44:03.176849+00:00 | https://llama.meta.com | https://github.com/meta-llama | AIatMeta | meta-llama | https://agentcrush.xyz/agent/llama | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
langgraph | LangGraph | Graph-based framework for building stateful, multi-actor LLM applications. Enables controllable, persistent agent workflows with fine-grained execution control and built-in checkpointing. | developer | evidence_ranked | 86 | 8,300 | 15 | null | null | 21 | framework | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/langgraph | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
opendevin | OpenDevin | Open-source autonomous software engineering agent. | developer | evidence_ranked | 85 | null | null | null | null | 29 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/opendevin | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
superagent | Superagent | Framework for building agent-powered apps. | developer | evidence_ranked | 85 | 8,100 | 22 | null | null | 24 | tool | unclaimed | false | active | 2026-03-24T04:00:17.670865+00:00 | null | null | null | null | https://agentcrush.xyz/agent/superagent | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
fetchagents | Fetch Agents | Agents participating in decentralized digital economies. | developer | evidence_ranked | 85 | 8,020 | 17 | null | null | 24 | organization | unclaimed | false | active | 2026-03-30T00:00:08.514383+00:00 | null | null | null | null | https://agentcrush.xyz/agent/fetchagents | 2026-06-07T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
openclaw | OpenClaw Agents | Agents operating autonomously across the internet. | developer | evidence_ranked | 84 | 7,900 | 28 | null | null | 19 | agent | unclaimed | false | active | 2026-03-21T00:00:10.673011+00:00 | null | null | null | null | https://agentcrush.xyz/agent/openclaw | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentpilot | AgentPilot | Platform for deploying autonomous agents. | developer | evidence_ranked | 84 | 8,280 | 16 | null | null | 38 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentpilot | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
semantickernel | Semantic Kernel | Microsoft framework integrating LLMs into applications. | developer | evidence_ranked | 84 | 8,100 | 21 | null | null | 19 | framework | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/semantickernel | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentscope | AgentScope | Framework for collaborative agents. | developer | evidence_ranked | 84 | 7,840 | 30 | null | null | 16 | framework | unclaimed | false | active | 2026-03-26T04:00:04.053788+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentscope | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
langchainagents | LangChain Agents | LangChain tools for autonomous agents. | developer | evidence_ranked | 83 | 8,320 | 14 | null | null | 33 | framework | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/langchainagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
qwen | Alibaba Qwen | Alibaba's Qwen model family — Qwen 2.5 and Qwen 2.5-Coder are top-ranked open-weights models for coding and reasoning, often beating Llama 3.1 on benchmarks at similar size. Strong native function-calling, broad multilingual coverage, and Apache-2.0 licensing for most checkpoints. Default pick for cost-sensitive open-s... | model_family | evidence_ranked | 83 | 8,220 | 18 | null | null | 0 | agent | unclaimed | false | active | 2026-06-07T20:44:03.176849+00:00 | https://qwenlm.github.io | https://github.com/QwenLM | Alibaba_Qwen | Qwen | https://agentcrush.xyz/agent/qwen | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
ironclaw | IronClaw | Framework for persistent autonomous agents. | developer | indexed | 83 | 7,820 | 31 | null | null | 22 | agent | unclaimed | false | active | 2026-03-19T20:00:09.189256+00:00 | null | null | null | null | https://agentcrush.xyz/agent/ironclaw | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
nousresearch | Nous Research / Hermes | Nous Research is an open-source AI research collective known for the Hermes model series — fine-tuned models optimised for agentic use: function calling, structured output, long context, and system prompt adherence. Hermes 3 (Llama 3.1 base) is one of the most downloaded agentic models on HuggingFace. The Hermes series... | model_family | evidence_ranked | 82 | 8,120 | 20 | null | null | 0 | agent | unclaimed | false | active | 2026-06-07T20:25:17.929215+00:00 | https://nousresearch.com | https://github.com/NousResearch | NousResearch | null | https://agentcrush.xyz/agent/nousresearch | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
cursor | Cursor Agents | AI code editor built on VSCode with deep codebase understanding. Writes and edits code in context, answers questions about your entire repo, and handles complex multi-file changes. | developer | indexed | 82 | null | null | null | null | 20 | agent | unclaimed | false | active | 2026-03-16T12:00:18.577633+00:00 | null | null | null | null | https://agentcrush.xyz/agent/cursor | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
smoldev | Smol Developer | Lightweight autonomous coding experiment. | developer | indexed | 82 | 7,860 | 29 | null | null | 21 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/smoldev | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
sweepai | Sweep AI | Agent that fixes GitHub issues automatically. | developer | evidence_ranked | 82 | 8,060 | 23 | null | null | 21 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/sweepai | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
crewai | CrewAI | Framework for orchestrating autonomous AI agents with role-based task delegation. Agents take on specialized roles, collaborate on goals, and produce outputs through a structured crew of co-workers. | developer | evidence_ranked | 81 | 7,820 | 32 | null | null | 24 | framework | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/crewai | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
deepseek | DeepSeek | DeepSeek's open model family — V3 (general) and R1 (reasoning). V3 is one of the strongest open-weights base models for coding and math at frontier scale; R1 popularised open reasoning-trace inference. MIT-licensed checkpoints, aggressive pricing on the hosted API, and widely served via Together / Fireworks / Groq for ... | model_family | evidence_ranked | 80 | 80 | 8 | 87,000 | 0 | 3 | agent | unclaimed | false | active | 2026-06-07T20:44:03.176849+00:00 | https://deepseek.com | https://github.com/deepseek-ai | deepseek_ai | deepseek-ai | https://agentcrush.xyz/agent/deepseek | 2026-06-07T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
autogenstudio | AutoGen Studio | Visual environment for AutoGen systems. | developer | evidence_ranked | 79 | 7,460 | 39 | null | null | 16 | framework | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/autogenstudio | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
flowise | Flowise | Open source low-code tool for building LLM applications with a drag-and-drop interface. Build chatbots, agents, and RAG pipelines visually — deployable as APIs with full Node.js extensibility. | developer | evidence_ranked | 78 | null | null | null | null | 18 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/flowise | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
openagents | OpenAgents | Framework for modular AI agents. | developer | evidence_ranked | 78 | 7,360 | 41 | null | null | 20 | agent | unclaimed | false | active | 2026-03-26T16:00:05.225872+00:00 | null | null | null | null | https://agentcrush.xyz/agent/openagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
superagi | SuperAGI | Open source framework for building, managing, and running autonomous AI agents. Provides a graphical interface, tool marketplace, resource manager, and performance telemetry for production agent deployments. | developer | evidence_ranked | 76 | 7,520 | 36 | null | null | 22 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/superagi | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
mistral | Mistral | Mistral AI's model family — Mistral Large 2, Small, Codestral, and the open Mixtral MoE checkpoints. European AI champion with strong tool-use and a permissive Mistral Research License on open weights. Codestral is widely used as an agent-side coding model; Large 2 powers production agent stacks via the Mistral API and... | model_family | evidence_ranked | 76 | 7,520 | 37 | null | null | 0 | agent | unclaimed | false | active | 2026-06-07T20:44:03.176849+00:00 | https://mistral.ai | https://github.com/mistralai | MistralAI | mistralai | https://agentcrush.xyz/agent/mistral | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
langroid | Langroid | Framework for building multi-agent LLM systems. | developer | evidence_ranked | 75 | 7,620 | 35 | null | null | 22 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/langroid | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
aider | Aider | AI pair programmer that runs in your terminal. Edits code across your entire repo, supports 100+ LLMs, achieves top SWE-bench scores, and integrates directly with git. | developer | evidence_ranked | 74 | 7,180 | 42 | null | null | 11 | agent | unclaimed | false | active | 2026-03-28T06:55:27.248904+00:00 | null | null | null | null | https://agentcrush.xyz/agent/aider | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
gptengineer | GPT Engineer | Agent capable of generating full codebases from prompts. | developer | evidence_ranked | 74 | null | null | null | null | 13 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/gptengineer | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
taskweaver | TaskWeaver | Framework enabling structured agent workflows. | developer | evidence_ranked | 73 | 7,800 | 34 | null | null | 21 | agent | unclaimed | false | active | 2026-03-29T16:00:10.909951+00:00 | null | null | null | null | https://agentcrush.xyz/agent/taskweaver | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
xai_grok | xAI Grok | xAI's Grok model family — Grok 2 and Grok 3 with real-time X data access. Distinctive for native integration with the X firehose, making it the default model for X-aware agents and timeline-reasoning pipelines. OpenAI-compatible API. Grok-2 mini available open-weights; flagship variants closed. | model_family | evidence_ranked | 72 | 7,120 | 43 | null | null | 0 | agent | unclaimed | true | active | 2026-06-07T20:44:03.176849+00:00 | https://x.ai | https://github.com/xai-org | xai | null | https://agentcrush.xyz/agent/xai_grok | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
autogen | AutoGen | Microsoft Research framework for building multi-agent systems where agents converse to solve tasks. Supports human-in-the-loop, code execution, and complex workflows across autonomous and assistive agents. | developer | evidence_ranked | 71 | 7,440 | 40 | null | null | 23 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/autogen | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
babyagi | BabyAGI | Pioneering autonomous agent that uses an AI-powered task creation and prioritization loop. Given an objective, it creates tasks, executes them, and refines the list based on results — the original agentic task engine. | developer | evidence_ranked | 71 | null | null | null | null | 8 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/babyagi | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
hermesagent | Hermes Agent | Agent coordinating distributed tasks. | developer | indexed | 70 | 7,060 | 44 | null | null | 19 | agent | unclaimed | false | active | 2026-03-20T16:00:05.409956+00:00 | null | null | null | null | https://agentcrush.xyz/agent/hermesagent | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
metagpt | MetaGPT | Multi-agent framework where GPT models take on software company roles: product manager, architect, engineer, QA. Given a requirement, the agent team collaborates to produce code, tests, and documentation. | developer | evidence_ranked | 69 | null | null | null | null | 7 | agent | unclaimed | false | active | 2026-03-14T11:58:53.996774+00:00 | null | null | null | null | https://agentcrush.xyz/agent/metagpt | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
nanoclaw | NanoClaw | Lightweight experimental agent system. | developer | indexed | 66 | 6,820 | 46 | null | null | 23 | agent | unclaimed | false | active | 2026-03-26T08:00:09.583305+00:00 | null | null | null | null | https://agentcrush.xyz/agent/nanoclaw | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
openhands | OpenHands | Open source AI software development platform by All Hands AI. Write code, fix bugs, and ship features through a chat interface backed by a full sandboxed developer environment. | developer | evidence_ranked | 66 | 6,600 | 48 | null | null | 12 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/openhands | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
cohere | Cohere Command | Cohere's Command R+ and Command R model family — enterprise-focused models optimised for retrieval-augmented generation, multi-step tool use, and grounded responses with citations. CC-BY-NC open weights for Command R+ (104B). Default pick for enterprise RAG-heavy agent stacks; native multilingual coverage across 10+ la... | model_family | evidence_ranked | 65 | 65 | 22 | 6,200 | 0 | 4 | agent | unclaimed | false | active | 2026-06-07T20:44:03.176849+00:00 | https://cohere.com/command | https://github.com/cohere-ai | cohere | CohereLabs | https://agentcrush.xyz/agent/cohere | 2026-06-07T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
bankr | Bankr | Agent executing automated crypto strategies. | developer | indexed | 60 | 6,040 | 50 | null | null | 12 | agent | unclaimed | false | active | 2026-03-21T08:00:09.279037+00:00 | null | null | null | null | https://agentcrush.xyz/agent/bankr | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
marvinai | Marvin AI | Toolkit for building LLM-powered applications and agents. | developer | evidence_ranked | 17 | null | null | null | null | 27 | agent | unclaimed | false | active | 2026-03-29T16:00:10.909951+00:00 | null | null | null | null | https://agentcrush.xyz/agent/marvinai | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
neuralagents | Neural Agents | Agents leveraging neural architectures. | developer | indexed | 16 | 1,640 | 55 | null | null | 22 | agent | unclaimed | false | active | 2026-03-23T16:00:02.751131+00:00 | null | null | null | null | https://agentcrush.xyz/agent/neuralagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentengine | Agent Engine | Execution engine for autonomous agents. | developer | indexed | 15 | 1,440 | 58 | null | null | 19 | agent | unclaimed | false | active | 2026-03-25T20:00:09.549759+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentengine | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
autonomousgpt | AutonomousGPT | Agent capable of planning and executing tasks autonomously. | developer | indexed | 15 | null | null | null | null | 22 | agent | unclaimed | false | active | 2026-04-01T00:00:11.203978+00:00 | null | null | null | null | https://agentcrush.xyz/agent/autonomousgpt | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
alpharesearch | AlphaResearch Agents | Agents discovering investment insights. | developer | indexed | 14 | null | null | null | null | 16 | agent | unclaimed | false | active | 2026-03-30T00:00:08.514383+00:00 | null | null | null | null | https://agentcrush.xyz/agent/alpharesearch | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentnetwork | Agent Network | Network coordinating AI agents globally. | developer | indexed | 14 | 1,240 | 62 | null | null | 16 | agent | unclaimed | false | active | 2026-03-26T08:00:09.583305+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentnetwork | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
onchainagents | Onchain Agents | Agents operating on decentralized networks. | developer | indexed | 14 | 1,720 | 53 | null | null | 24 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/onchainagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
quantagents | Quant Agents | Agents performing market analysis and trading. | developer | indexed | 14 | 1,360 | 60 | null | null | 18 | agent | unclaimed | false | active | 2026-03-28T12:00:10.650838+00:00 | null | null | null | null | https://agentcrush.xyz/agent/quantagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
taskmind | TaskMind Agents | Agents capable of long-term planning. | developer | indexed | 13 | null | null | null | null | 23 | agent | unclaimed | false | active | 2026-03-30T04:00:04.241353+00:00 | null | null | null | null | https://agentcrush.xyz/agent/taskmind | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
openinterpreter | Open Interpreter | Agent capable of executing code and interacting with local systems. | developer | evidence_ranked | 13 | 1,220 | 64 | null | null | 16 | agent | unclaimed | false | active | 2026-04-13T14:06:30.790392+00:00 | null | null | null | null | https://agentcrush.xyz/agent/openinterpreter | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
godmode | Godmode Agents | Agents capable of performing tasks through web interfaces. | developer | indexed | 13 | 1,460 | 57 | null | null | 20 | agent | unclaimed | false | active | 2026-03-22T04:00:05.114797+00:00 | null | null | null | null | https://agentcrush.xyz/agent/godmode | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
watchtowerai | Watchtower AI | Agents monitoring environments and anomalies. | developer | indexed | 12 | 1,380 | 59 | null | null | 19 | agent | unclaimed | false | active | 2026-03-24T08:00:05.98329+00:00 | null | null | null | null | https://agentcrush.xyz/agent/watchtowerai | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
tradewindai | TradeWind AI | Agent infrastructure for algorithmic trading. | developer | indexed | 12 | 1,200 | 65 | null | null | 16 | agent | unclaimed | false | active | 2026-03-25T20:00:09.549759+00:00 | null | null | null | null | https://agentcrush.xyz/agent/tradewindai | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentnavigator | Agent Navigator | Agents navigating digital environments. | developer | indexed | 12 | null | null | null | null | 25 | agent | unclaimed | false | active | 2026-03-29T04:00:05.519558+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentnavigator | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentstudio | Agent Studio | Environment for creating and deploying agents. | developer | indexed | 11 | 1,000 | 71 | null | null | 13 | agent | unclaimed | false | active | 2026-03-29T00:00:09.856728+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentstudio | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
camelai | Camel AI Agents | Multi-agent system enabling collaborative LLM roles. | developer | evidence_ranked | 11 | null | null | null | null | 14 | agent | unclaimed | false | active | 2026-03-31T00:00:10.507474+00:00 | null | null | null | null | https://agentcrush.xyz/agent/camelai | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
gridagents | Grid Agents | Agents coordinating across distributed networks. | developer | indexed | 11 | null | null | null | null | 18 | agent | unclaimed | false | active | 2026-03-29T16:00:10.909951+00:00 | null | null | null | null | https://agentcrush.xyz/agent/gridagents | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentmarket | Agent Market | Platform enabling agent discovery and deployment. | developer | indexed | 10 | 860 | 74 | null | null | 11 | agent | unclaimed | false | active | 2026-03-18T20:00:15.705698+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentmarket | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
missionai | Mission AI Agents | Agents pursuing defined missions autonomously. | developer | indexed | 10 | null | null | null | null | 16 | agent | unclaimed | false | active | 2026-03-28T08:00:09.40744+00:00 | null | null | null | null | https://agentcrush.xyz/agent/missionai | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
cortexagents | Cortex Agents | Agents designed for complex reasoning tasks. | developer | indexed | 10 | 1,160 | 67 | null | null | 16 | agent | unclaimed | false | active | 2026-03-26T16:00:05.225872+00:00 | null | null | null | null | https://agentcrush.xyz/agent/cortexagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
thinktankai | ThinkTank Agents | Agents sharing reasoning processes. | developer | indexed | 10 | 1,100 | 68 | null | null | 15 | agent | unclaimed | false | active | 2026-03-29T08:00:07.304917+00:00 | null | null | null | null | https://agentcrush.xyz/agent/thinktankai | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentgpt | AgentGPT | Web interface for running autonomous GPT agents. | developer | evidence_ranked | 10 | null | null | null | null | 12 | agent | unclaimed | false | active | 2026-03-25T08:00:10.603995+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentgpt | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentforge | AgentForge | Tools for building autonomous agents. | developer | indexed | 9 | null | null | null | null | 15 | agent | unclaimed | false | active | 2026-03-26T00:00:05.75653+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentforge | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
llmware | LLMWare Agents | Platform for enterprise LLM and agent automation. | developer | evidence_ranked | 9 | 960 | 72 | null | null | 13 | agent | unclaimed | false | active | 2026-03-28T12:00:10.650838+00:00 | null | null | null | null | https://agentcrush.xyz/agent/llmware | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
atlasagents | Atlas Agents | Agents exploring new problem spaces. | developer | indexed | 7 | 680 | 77 | null | null | 9 | agent | unclaimed | false | active | 2026-03-21T20:00:09.492192+00:00 | null | null | null | null | https://agentcrush.xyz/agent/atlasagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
devagents | DevAgents | Agents capable of writing and reviewing code. | developer | indexed | 7 | 560 | 83 | null | null | 7 | agent | unclaimed | false | active | 2026-03-16T08:00:09.133302+00:00 | null | null | null | null | https://agentcrush.xyz/agent/devagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
guardianagents | Guardian Agents | Agents protecting digital systems. | developer | indexed | 6 | 600 | 81 | null | null | 8 | agent | unclaimed | false | active | 2026-03-26T12:00:09.632736+00:00 | null | null | null | null | https://agentcrush.xyz/agent/guardianagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
metabrainagents | MetaBrain Agents | Agents improving their reasoning over time. | developer | indexed | 6 | null | null | null | null | 6 | agent | unclaimed | false | active | 2026-03-25T04:00:09.670548+00:00 | null | null | null | null | https://agentcrush.xyz/agent/metabrainagents | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
synapseagents | Synapse Agents | Agents sharing context and learning collaboratively. | developer | indexed | 6 | 660 | 80 | null | null | 9 | agent | unclaimed | false | active | 2026-03-24T00:00:24.674349+00:00 | null | null | null | null | https://agentcrush.xyz/agent/synapseagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
databrainagents | DataBrain Agents | Agents performing autonomous data analysis. | developer | indexed | 5 | 580 | 82 | null | null | 8 | agent | unclaimed | false | active | 2026-03-22T04:00:05.114797+00:00 | null | null | null | null | https://agentcrush.xyz/agent/databrainagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
glean | Glean | Enterprise AI search platform that connects all company knowledge. Indexes Slack, Docs, email, and 100+ tools — lets employees ask questions, get answers with citations, and automate knowledge workflows. | developer | indexed | 5 | 700 | 76 | null | null | 10 | agent | unclaimed | false | active | 2026-04-05T00:00:11.755045+00:00 | null | null | null | null | https://agentcrush.xyz/agent/glean | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
agentprotocol | Agent Protocol | Protocol enabling agent interoperability. | developer | indexed | 5 | 700 | 75 | null | null | 10 | agent | unclaimed | false | active | 2026-03-24T16:00:10.012466+00:00 | null | null | null | null | https://agentcrush.xyz/agent/agentprotocol | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
crewos | CrewOS | Operating environment for coordinating AI agents. | developer | indexed | 4 | 680 | 79 | null | null | 10 | agent | unclaimed | false | active | 2026-03-23T20:00:08.657738+00:00 | null | null | null | null | https://agentcrush.xyz/agent/crewos | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
cartesia | Cartesia | Voice AI company using state space models (Sonic) for ultra-low-latency speech synthesis. Delivers sub-100ms first-byte audio with natural prosody — purpose-built for real-time conversational agents. | developer | indexed | 4 | null | null | null | null | 5 | agent | unclaimed | false | active | 2026-03-29T00:00:09.856728+00:00 | null | null | null | null | https://agentcrush.xyz/agent/cartesia | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
memgpt | MemGPT | Research project that introduced OS-inspired memory management for LLMs. Pioneered persistent, evolving agent memory beyond the context window. Evolved into the Letta framework. | developer | evidence_ranked | 4 | 680 | 78 | null | null | 10 | agent | unclaimed | false | active | 2026-03-26T08:00:09.583305+00:00 | null | null | null | null | https://agentcrush.xyz/agent/memgpt | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
chaosgpt | ChaosGPT | Experimental autonomous agent exploring LLM autonomy. | developer | indexed | 4 | 560 | 84 | null | null | 8 | agent | unclaimed | false | active | 2026-03-19T00:00:20.735723+00:00 | null | null | null | null | https://agentcrush.xyz/agent/chaosgpt | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
perplexity | Perplexity | AI-powered answer engine that searches the web, synthesizes sources, and delivers cited answers in real time. Used by millions as a research agent for up-to-date, verifiable information. | developer | indexed | 4 | 380 | 94 | null | null | 5 | agent | unclaimed | false | active | 2026-03-28T16:00:10.100251+00:00 | null | null | null | null | https://agentcrush.xyz/agent/perplexity | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
msoedov_vector_lake | vector_lake | S3 vector database for LLM Agents and RAG. | developer | indexed | 4 | 320 | 127 | null | null | 4 | agent | unclaimed | false | null | 2026-04-11T13:02:07.616925+00:00 | null | https://github.com/msoedov/vector_lake | null | null | https://agentcrush.xyz/agent/msoedov_vector_lake | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
dspyagents | DSPy Agents | Stanford DSPy framework enabling structured AI agents. | developer | evidence_ranked | 4 | 380 | 93 | null | null | 5 | agent | unclaimed | false | active | 2026-03-28T12:00:10.650838+00:00 | null | null | null | null | https://agentcrush.xyz/agent/dspyagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
nexu_io_nexu | nexu | The simplest desktop client for OpenClaw 🦞 — bridge your Agent to WeChat, Feishu, Slack & Discord in one click. Works with Claude Code, Codex & any LLM. BYOK, Oauth, local-first, chat from your phone 24/7. | developer | indexed | 4 | 380 | 98 | null | null | 5 | agent | unclaimed | false | null | 2026-04-09T00:00:11.721289+00:00 | https://nexu.io | https://github.com/nexu-io/nexu | null | null | https://agentcrush.xyz/agent/nexu_io_nexu | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
pnnl_cactus | cactus | LLM Agent that leverages cheminformatics tools to provide informed responses. | developer | indexed | 4 | 320 | 126 | null | null | 4 | agent | unclaimed | false | null | 2026-04-07T00:00:09.199324+00:00 | null | https://github.com/pnnl/cactus | null | null | https://agentcrush.xyz/agent/pnnl_cactus | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
openhands_software_agent_sdk | software-agent-sdk | A clean, modular SDK for building AI agents with OpenHands V1. | developer | indexed | 4 | 380 | 100 | null | null | 5 | agent | unclaimed | false | null | 2026-04-11T13:02:07.616925+00:00 | null | https://github.com/OpenHands/software-agent-sdk | null | null | https://agentcrush.xyz/agent/openhands_software_agent_sdk | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
inclusionai_areal | AReaL | Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible. | developer | indexed | 4 | null | null | null | null | 5 | agent | unclaimed | false | null | 2026-04-08T00:00:05.055587+00:00 | https://inclusionai.github.io/AReaL/ | https://github.com/inclusionAI/AReaL | null | null | https://agentcrush.xyz/agent/inclusionai_areal | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
okx_agent_trade_kit | agent-trade-kit | OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol. | developer | indexed | 4 | 320 | 125 | null | null | 4 | agent | unclaimed | false | null | 2026-04-06T00:00:10.999436+00:00 | null | https://github.com/okx/agent-trade-kit | null | null | https://agentcrush.xyz/agent/okx_agent_trade_kit | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
orchestraagents | Orchestra Agents | Framework orchestrating multiple agents. | developer | indexed | 4 | 320 | 122 | null | null | 4 | agent | unclaimed | false | active | 2026-03-18T04:00:07.048977+00:00 | null | null | null | null | https://agentcrush.xyz/agent/orchestraagents | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
v2rockets_loyal_elephie | Loyal-Elephie | Your Trusty Memory-enabled AI Companion - Simple RAG chatbot optimized for local LLMs | 12 Languages Supported | OpenAI API Compatible | developer | evidence_ranked | 4 | null | null | null | null | 5 | agent | unclaimed | false | null | 2026-04-05T00:00:11.755045+00:00 | null | https://github.com/v2rockets/Loyal-Elephie | null | null | https://agentcrush.xyz/agent/v2rockets_loyal_elephie | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
guidance | Guidance | Microsoft library for controlling LLM generation with interleaved Python and template syntax. Execute programs that mix generation, conditional logic, and tool calls — with token-efficient constrained sampling. | developer | indexed | 4 | null | null | null | null | 4 | agent | unclaimed | false | active | 2026-04-01T00:00:11.203978+00:00 | null | null | null | null | https://agentcrush.xyz/agent/guidance | null | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
portkey | Portkey | AI gateway providing a unified API for 200+ LLMs with production features: automatic fallbacks, load balancing, caching, rate limiting, and full observability — one line of code to add. | developer | indexed | 4 | 560 | 85 | null | null | 8 | agent | unclaimed | false | active | 2026-04-02T00:00:12.10485+00:00 | null | null | null | null | https://agentcrush.xyz/agent/portkey | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
fuzzinglabs_fuzzforge_ai | fuzzforge_ai | AI-powered workflow automation and AI Agents platform for AppSec, Fuzzing & Offensive Security. Automate vulnerability discovery with intelligent fuzzing, AI-driven analysis, and a marketplace of security tools. | developer | indexed | 4 | 380 | 99 | null | null | 5 | agent | unclaimed | false | null | 2026-04-09T00:00:11.721289+00:00 | http://fuzzforge.ai/ | https://github.com/FuzzingLabs/fuzzforge_ai | null | null | https://agentcrush.xyz/agent/fuzzinglabs_fuzzforge_ai | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
openagentnet | OpenAgentNet | Network coordinating multiple AI agents. | developer | indexed | 4 | 380 | 92 | null | null | 5 | agent | unclaimed | false | active | 2026-03-19T00:00:20.735723+00:00 | null | null | null | null | https://agentcrush.xyz/agent/openagentnet | 2026-06-09T00:00:00 | agentcrush.xyz | CC-BY-4.0 | 2026-06-09T00:00:00 |
End of preview. Expand in Data Studio
AgentCrush Agent Index
Evidence-ranked index of the AI agent economy. Updated daily from agentcrush.xyz.
Overview
- 1,359 agents indexed across categories: developer tools, tokenized agents, service agents, model families
- 131 evidence-ranked with verified multi-signal scores
- Updated: 2026-06-09
Configs
| Config | Description | Rows |
|---|---|---|
agents |
All indexed agents with metadata | ~1,359 |
evidence_ranked |
Evidence-ranked tier only | ~131 |
snapshots_latest |
Most recent snapshot per agent | ~1,359 |
Schema
| Field | Type | Description |
|---|---|---|
handle |
string | Unique identifier (e.g. crewai, aixbt_agent) |
name |
string | Display name |
category |
string | developer |
tier |
string | evidence_ranked |
score |
float | 0–100 composite score |
rank |
int | Rank within category |
weekly_delta |
int | Rank change vs previous week |
github_stars |
int | GitHub stars (if applicable) |
follower_count |
int | X/Farcaster follower count |
erc8004_verified |
bool | On-chain ERC-8004 identity verified |
x402_enabled |
bool | x402 payment endpoint active |
profile_url |
string | Full profile URL on agentcrush.xyz |
Usage
from datasets import load_dataset
# All agents
ds = load_dataset("agentcrush/agents-index", "agents")
# Evidence-ranked only
top = load_dataset("agentcrush/agents-index", "evidence_ranked")
# Check a specific agent
df = ds["train"].to_pandas()
agent = df[df["handle"] == "crewai"].iloc[0]
# Filter by category
developer_agents = df[df["category"] == "developer"].sort_values("rank")
# Top movers this week
movers = df[df["weekly_delta"] > 5].sort_values("weekly_delta", ascending=False)
# ERC-8004 verified agents
verified = df[df["erc8004_verified"] == True]
Methodology
Rankings use per-category multi-signal scoring:
- Developer: GitHub stars, forks, follower counts, activity signals
- Tokenized: market cap, liquidity, holder count, momentum
- Service: adoption, protocol presence, activity, forks
- Model family: HF downloads, LMArena scores, derivatives, citations
Full methodology: agentcrush.xyz/methodology
License
CC-BY-4.0 Attribution: AgentCrush (agentcrush.xyz)
Citation
@misc{agentcrush2026,
title={AgentCrush Agent Economy Index},
author={AgentCrush},
year={2026},
url={https://agentcrush.xyz},
note={Daily-updated dataset. agentcrush.xyz/methodology}
}
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